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      "title": "Exploring the Effects of Korean-Style Mediterranean Diet (KORMED) and Physical Activity Measurement in Patients With MGUS/SMM: A Pilot Study",
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          "text": "Since this process uses large panels such as used in LCD flat panel fabrication hence it offers a much lower cost as opposed to etching of wafers as used in conventional waveguides fabrication.",
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          "text": "There are many possibilities in this category including: two-view (the simplest implementations are with a parallax barrier or a lenticular screen), multiview, head tracked (requires active optics to redirect the rays to a moving viewer), and super multiview (potentially can solve the accommodation\u2013convergence mismatch problem).",
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          "text": "In Section 4, we survey applications in social psychology and related areas \u2013 how VR has been used to throw light on some social phenomena, and how it can be used to tackle experimentally areas that cannot be studied experimentally in real life.",
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          "text": "The advent of inexpensive consumer virtual reality equipment enables many more researchers to study perception with naturally moving observers.",
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        },
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          "doc_id": "W2615297659",
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          "text": "If the position and orientation tracking of this system is of sufficient accuracy and precision, it could be suitable for much research that is currently done with far more expensive systems.",
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          "text": "Because large changes in offset were found whenever tracking was briefly lost, it cannot be corrected for with a one-time calibration procedure.",
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        {
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          "text": "VR-therapy may prove to be a safe, inexpensive, non-pharmacological means of managing depressive symptoms and providing engagement and enjoyment to this rapidly growing demographic.",
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        },
        {
          "doc_id": "W3036646185",
          "index": 3,
          "text": "Wiederhold, Editor-in-Chief Search for more papers by this authorPublished Online:10 Jul 2020https://doi.org/10.1089/cyber.2020.29188.bkwAboutSectionsView articleView Full TextPDF/EPUB Permissions & CitationsPermissionsDownload CitationsTrack CitationsAdd to favorites Back To Publication ShareShare onFacebookXLinked InRedditEmail View article\"Connecting Through Technology During the Coronavirus Disease 2019 Pandemic: Avoiding \u201cZoom Fatigue\u201d.\" Cyberpsychology, Behavior, and Social Networking, 23(7), pp. 437\u2013438FiguresReferencesRelatedDetailsCited byQuantitative analysis of communication changes in online medication counseling using the Roter Interaction SystemResearch in Social and Administrative Pharmacy, Vol. 20, No. 1\u201cWho Said That?\u201d Applying the Situation Awareness Global Assessment Technique to Social Telepresence13 December 2023 | ACM Transactions on Human-Robot Interaction, Vol. 12, No. 4The good and bad of an online asynchronous general education course: Students\u2019 perceptions18 December 2023 | Psychology Teaching Review, Vol. 29, No. 2Face-to-face more important than digital communication for mental health during the pandemic17 May 2023 | Scientific Reports, Vol. 13, No. 1Videoconference fatigue from a neurophysiological perspective: experimental evidence based on electroencephalography (EEG) and electrocardiography (ECG)26 October 2023 | Scientific Reports, Vol. 13, No. 1The \u2018Zoomification\u2019 of Collaboration: How Timely Technology has Affected Academic Research12 July 2023 | Minerva, Vol. 61, No. 4Investigation of Web-Based Eye-Tracking System Performance under Different Lighting Conditions for Neuromarketing16 November 2023 | Journal of Theoretical and Applied Electronic Commerce Research, Vol. 18, No. 4Too tired to connect: Understanding the associations between video-conferencing, social connection and well-being through the lens of zoom fatigueComputers in Human Behavior, Vol. 149Bew\u00e4ltigungsstrategien von Videoconference Fatigue30 March 2023 | HMD Praxis der Wirtschaftsinformatik, Vol. 60, No. 6E-Learning in Nursing and Midwifery during the COVID-19 Pandemic4 December 2023 | Healthcare, Vol. 11, No. 23FENS\u2010Kavli Network of Excellence: Mentorship during the COVID\u201019 pandemic: Perspectives, challenges and opportunities31 August 2022 | European Journal of Neuroscience, Vol. 58, No. 12On validating a generic camera\u2010based blink detection system for cognitive load assessment5 October 2023 | Cognitive Computation and Systems, Vol. 5, No. 4Students\u2019 Interaction in Breakout Rooms2 November 2023Effect of student responsiveness to instructional innovation on student engagement in semi-synchronous online learning environments: The mediating role of personal technological innovativeness and perceived usefulnessComputers & Education, Vol. 205Privacy, security, and usability of mobile video conferencing applications: A comparative study1 November 2023 | International Journal of ADVANCED AND APPLIED SCIENCES, Vol. 10, No. 11The impact of digital tools on sales-marketing interactions and perceptionsIndustrial Marketing Management, Vol. 115Defining digital coaching: a qualitative inductive approach5 October 2023 | Frontiers in Psychology, Vol. 14Virtually-Delivered Emotion Focused Mindfulness Therapy (EFMT) Group vs. Wait-List Control for Late-Life Anxiety: A Randomized Controlled TrialThe American Journal of Geriatric Psychiatry, Vol. 31, No. 10The COVID-19 Pandemic: Changes in Parent\u2013Child Activities at Home from Spring 2020 to Spring 2021 from a Cross-Cultural View7 October 2023 | Education Sciences, Vol. 13, No. 10A look back at mandatory online instruction: Preserving a record of student preferences and experiences28 September 2023 | Journal of Education for Business, Vol. 15MeetScript: Designing Transcript-based Interactions to Support Active Participation in Group Video Meetings4 October 2023 | Proceedings of the ACM on Human-Computer Interaction, Vol. 7, No. CSCW2Best Practices for Technology in Clinical Social Work and Mental Health Professions to Promote Well-being and Prevent Fatigue1 June 2023 | Clinical Social Work Journal, Vol. 51, No. 3Investigating autistic traits, social phobia, fear of COVID-19, and internet use disorder variables in the context of videoconference fatigueTelematics and Informatics Reports, Vol. 11Virtual reality as an immersive projective and autodriving advancement technique24 August 2023 | Journal of Consumer Behaviour, Vol. 33Reconfiguring togetherness in the virtual drama classroom23 August 2023 | Research in Drama Education: The Journal of Applied Theatre and Performance, Vol. 44\u201cI really don\u2019t know what I would have done without it\u201d: Crafting as a means of stress coping during COVID-1923 August 2023 | Journal of Leisure Research, Vol. 13Virtual interdisciplinary collaboration during the COVID-19 pandemic: pain and joy in an international joint university7 July 2023 | Frontiers in Psychology, Vol. 14Nonverbal immediacy cues and impression formation in video therapy1 August 2022 | Counselling Psychology Quarterly, Vol. 36, No. 3Digital dependence: Online fatigue and coping strategies during the COVID-19 lockdown11 February 2023 | Media, Culture & Society, Vol. 45, No. 5Using group-based interactive video teleconferencing to make self-compassion more accessible: A randomized controlled trialJournal of Contextual Behavioral Science, Vol. 29Researcher-patient partnership generated actionable recommendations, using quantitative evaluation and deliberative dialogue, to improve meaningful engagementJournal of Clinical Epidemiology, Vol. 159Peer-to-peer: The Social Transmission of Symptoms Online10 April 2023 | Annals of Behavioral Medicine, Vol. 57, No. 7Online panel work through a gender lens: implications of digital peer review meetings23 December 2022 | Science and Public Policy, Vol. 50, No. 3The effect of wearing a head-mounted display on the boundaries of the cervical range of motion based on perceived comfort in a static posture14 September 2022 | Virtual Reality, Vol. 27, No. 2Phase 2 of collaborative action around the implementation of virtual hearing aid care: Evaluation of a clinical practice guideline23 April 2023 | Journal of Evaluation in Clinical Practice, Vol. 29, No. 4Phase 1 of collaborative action around the implementation of virtual hearing aid care: Development of a clinical practice guideline21 April 2023 | Journal of Evaluation in Clinical Practice, Vol. 29, No. 4Is Virtual Learning Here to Stay?",
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          "text": "N\u00b0 6, No. 2Zoom Face: Self-Surveillance, Performance and Display1 October 2022 | Journal of Intercultural Studies, Vol. 43, No. 6Medical Education in a Global Pandemic: A Novel Case-Based Learning Approach to Teaching Plastic Surgery Topics to Preclerkship Students25 November 2021 | Plastic Surgery, Vol. 30, No. 4Creating an Immersive XR Learning Experience: A Roadmap for Educators30 October 2022 | Electronics, Vol. 11, No. 21Beyond Zoom Fatigue: Ritual and Resilience in Remote Meetings29 December 2022 | Ethnographic Praxis in Industry Conference Proceedings, Vol. 2022, No. 1Introducing online training for health staff: An institutional perspective22 June 2022 | THE ELECTRONIC JOURNAL OF INFORMATION SYSTEMS IN DEVELOPING COUNTRIES, Vol. 88, No. 6Keep It Brief: Videoconferencing Frequency and Duration as Predictors of Visual and Body Discomfort31 October 2022 | International Journal of Human\u2013Computer Interaction, Vol. 24Overcoming the liability of distance?",
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          "text": "No. and implementation of a virtual pain management programme to COVID-19: a September 2021 | British Journal of Vol. 16, No. Video Conference Fatigue of in the on Video Conference Social and April 2022 | International Journal of Environmental Research and Public Health, Vol. 19, No. of in during the COVID\u201019 pandemic: the and of and challenges and the of mental health and in December 2021 | Journal of Research in Educational Vol. 22, No. New with COVID-19 and A Qualitative Study on Zoom Fatigue30 March 2022 | Vol. 19, No. distance une No. Social in Remote Social A for of When the Social of Interactions via Videoconferencing March 2022 | Frontiers in Psychology, Vol. the stress of and of Zoom December 2021 | Electronic Vol. 32, No. social as of A study under in Human Behavior, Vol. the of to an online in to February 2022 | Sciences Education, Vol. 15, No. changes in social during COVID pandemic in the United December 2021 | Vol. 29, No. in Journal of and Vol. 13, No. or How online February 2022 | PLOS Vol.",
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          "text": "In this talk, Klara will discuss the research challenges in 360-degree video delivery systems in terms of large bandwidth, low latency, users' disorientation, and cyber-sickness, and the opportunities to solve these challenges through developing rate adaptation algorithms for tiled videos, view prediction algorithms, content navigation, enhancement of DASH streaming for 360-videos, and control of Quality of Experience (QoE).",
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          "text": "The second panel aims at opening a discussion about \"What Multimedia has to offer for our common digital future.\" Beyond the current coronavirus health crisis which is holding the world in breath, the world is also facing several global challenges from climate change to environmental deterioration, and from access to clean water and food to socioeconomic inequalities, to name just a few.",
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          "text": "No ACM Multimedia would be complete without Grand Challenges.",
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          "text": "This year, we organized eight Multimedia Grand Challenges, which were selected from a wide range of proposals based on the strength of proposals, relevance to the community, challenge continuity, diversity of topics, and organizers.",
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          "text": "The selected Grand Challenges are a great reflection of the multimodality nature of the multimedia problems, including two of them for image and six for video-related challenges.",
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          "text": "And another special thanks goes to the virtual conference \"online chairs\" (originally the local chairs team), and the finance chair, who have resolved numerous unexpected difficulties in making our conference program available online to all attendees.",
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            "source_sentence": "Volume 14\u201cAm I Ready for This Change?\u201d: Challenges in Optimizing the Use of Online Learning in Medical and Health Professions Education During the Pandemic and Beyond7 November 2023Atua\u00e7\u00e3o da Psicologia em Unidade Neonatal no Contexto da Pandemia da Covid-191 January 2023 | Psicologia: Ci\u00eancia e Profiss\u00e3o, Vol. 43Efficacy of PEERS\u00ae for Adolescents via Telehealth Delivery27 May 2022 | Journal of Autism and Developmental Disorders, Vol. 52, No. 12Proactive strategies for an inclusive faculty search process16 June 2022 | Communications Biology, Vol. 5, No. 1The impact of COVID-19 on digital communication patterns23 May 2022 | Humanities and Social Sciences Communications, Vol. 9, No. 1Medical student\u2019s perception of the COVID-19 pandemic effect on their education and well-being: a cross-sectional survey in the United States5 March 2022 | BMC Medical Education, Vol. 22, No. 1Lessons learned from a pandemic: implications for a combined exercise and educational programme for medical students8 April 2022 | BMC Medical Education, Vol. 22, No. 1Conducting a randomised controlled trial of a psychosocial intervention for adolescents with type 1 diabetes during COVID-19: recommendations to overcome the challenges complicated by inconsistent public health guidelines on research27 April 2022 | Trials, Vol. 23, No. 1Digital temperance: adapting an ancient virtue for a technological age22 November 2022 | Ethics and Information Technology, Vol. 24, No. 4Online-Supervision14 July 2022 | Zeitschrift f\u00fcr Psychodrama und Soziometrie, Vol. 21, No. S2Navigating learners towards technology-enhanced learning during post COVID-19 semestersTrends in Neuroscience and Education, Vol. 29An Educational Perspective on Online Learning PlatformsTechnologically-assisted communication attenuates inter-brain synchronyNeuroImage, Vol. 264Virtual recruitment - should this be the future for dental core training?25 November 2022 | British Dental Journal, Vol. 233, No. 10Zoom fatigue under covid-19-pandemien: Hva inneb\u00e6rer fenomenet, og hvordan kan det forebygges?Uniped, Vol. 45, No. 4Early Field Experiences Through Telepresence RobotsWhere to Look?"
          },
          {
            "kind": "political",
            "statement": "Wiederhold, Editor-in-Chief Search for more papers by this authorPublished Online:10 Jul 2020https://doi.org/10.1089/cyber.2020.29188.bkwAboutSectionsView articleView Full TextPDF/EPUB Permissions & CitationsPermissionsDownload CitationsTrack CitationsAdd to favorites Back To Publication ShareShare onFacebookXLinked InRedditEmail View article\"Connecting Through Technology During the Coronavirus Disease 2019 Pandemic: Avoiding \u201cZoom Fatigue\u201d.\" Cyberpsychology, Behavior, and Social Networking, 23(7), pp. 437\u2013438FiguresReferencesRelatedDetailsCited byQuantitative analysis of communication changes in online medication counseling using the Roter Interaction SystemResearch in Social and Administrative Pharmacy, Vol. 20, No. 1\u201cWho Said That?\u201d Applying the Situation Awareness Global Assessment Technique to Social Telepresence13 December 2023 | ACM Transactions on Human-Robot Interaction, Vol. 12, No. 4The good and bad of an online asynchronous general education course: Students\u2019 perceptions18 December 2023 | Psychology Teaching Review, Vol. 29, No. 2Face-to-face more important than digital communication for mental health during the pandemic17 May 2023 | Scientific Reports, Vol. 13, No. 1Videoconference fatigue from a neurophysiological perspective: experimental evidence based on electroencephalography (EEG) and electrocardiography (ECG)26 October 2023 | Scientific Reports, Vol. 13, No. 1The \u2018Zoomification\u2019 of Collaboration: How Timely Technology has Affected Academic Research12 July 2023 | Minerva, Vol. 61, No. 4Investigation of Web-Based Eye-Tracking System Performance under Different Lighting Conditions for Neuromarketing16 November 2023 | Journal of Theoretical and Applied Electronic Commerce Research, Vol. 18, No. 4Too tired to connect: Understanding the associations between video-conferencing, social connection and well-being through the lens of zoom fatigueComputers in Human Behavior, Vol. 149Bew\u00e4ltigungsstrategien von Videoconference Fatigue30 March 2023 | HMD Praxis der Wirtschaftsinformatik, Vol. 60, No. 6E-Learning in Nursing and Midwifery during the COVID-19 Pandemic4 December 2023 | Healthcare, Vol. 11, No. 23FENS\u2010Kavli Network of Excellence: Mentorship during the COVID\u201019 pandemic: Perspectives, challenges and opportunities31 August 2022 | European Journal of Neuroscience, Vol. 58, No. 12On validating a generic camera\u2010based blink detection system for cognitive load assessment5 October 2023 | Cognitive Computation and Systems, Vol. 5, No. 4Students\u2019 Interaction in Breakout Rooms2 November 2023Effect of student responsiveness to instructional innovation on student engagement in semi-synchronous online learning environments: The mediating role of personal technological innovativeness and perceived usefulnessComputers & Education, Vol. 205Privacy, security, and usability of mobile video conferencing applications: A comparative study1 November 2023 | International Journal of ADVANCED AND APPLIED SCIENCES, Vol. 10, No. 11The impact of digital tools on sales-marketing interactions and perceptionsIndustrial Marketing Management, Vol. 115Defining digital coaching: a qualitative inductive approach5 October 2023 | Frontiers in Psychology, Vol. 14Virtually-Delivered Emotion Focused Mindfulness Therapy (EFMT) Group vs. Wait-List Control for Late-Life Anxiety: A Randomized Controlled TrialThe American Journal of Geriatric Psychiatry, Vol. 31, No. 10The COVID-19 Pandemic: Changes in Parent\u2013Child Activities at Home from Spring 2020 to Spring 2021 from a Cross-Cultural View7 October 2023 | Education Sciences, Vol. 13, No. 10A look back at mandatory online instruction: Preserving a record of student preferences and experiences28 September 2023 | Journal of Education for Business, Vol. 15MeetScript: Designing Transcript-based Interactions to Support Active Participation in Group Video Meetings4 October 2023 | Proceedings of the ACM on Human-Computer Interaction, Vol. 7, No. CSCW2Best Practices for Technology in Clinical Social Work and Mental Health Professions to Promote Well-being and Prevent Fatigue1 June 2023 | Clinical Social Work Journal, Vol. 51, No. 3Investigating autistic traits, social phobia, fear of COVID-19, and internet use disorder variables in the context of videoconference fatigueTelematics and Informatics Reports, Vol. 11Virtual reality as an immersive projective and autodriving advancement technique24 August 2023 | Journal of Consumer Behaviour, Vol. 33Reconfiguring togetherness in the virtual drama classroom23 August 2023 | Research in Drama Education: The Journal of Applied Theatre and Performance, Vol. 44\u201cI really don\u2019t know what I would have done without it\u201d: Crafting as a means of stress coping during COVID-1923 August 2023 | Journal of Leisure Research, Vol. 13Virtual interdisciplinary collaboration during the COVID-19 pandemic: pain and joy in an international joint university7 July 2023 | Frontiers in Psychology, Vol. 14Nonverbal immediacy cues and impression formation in video therapy1 August 2022 | Counselling Psychology Quarterly, Vol. 36, No. 3Digital dependence: Online fatigue and coping strategies during the COVID-19 lockdown11 February 2023 | Media, Culture & Society, Vol. 45, No. 5Using group-based interactive video teleconferencing to make self-compassion more accessible: A randomized controlled trialJournal of Contextual Behavioral Science, Vol. 29Researcher-patient partnership generated actionable recommendations, using quantitative evaluation and deliberative dialogue, to improve meaningful engagementJournal of Clinical Epidemiology, Vol. 159Peer-to-peer: The Social Transmission of Symptoms Online10 April 2023 | Annals of Behavioral Medicine, Vol. 57, No. 7Online panel work through a gender lens: implications of digital peer review meetings23 December 2022 | Science and Public Policy, Vol. 50, No. 3The effect of wearing a head-mounted display on the boundaries of the cervical range of motion based on perceived comfort in a static posture14 September 2022 | Virtual Reality, Vol. 27, No. 2Phase 2 of collaborative action around the implementation of virtual hearing aid care: Evaluation of a clinical practice guideline23 April 2023 | Journal of Evaluation in Clinical Practice, Vol. 29, No. 4Phase 1 of collaborative action around the implementation of virtual hearing aid care: Development of a clinical practice guideline21 April 2023 | Journal of Evaluation in Clinical Practice, Vol. 29, No. 4Is Virtual Learning Here to Stay?",
            "source": "openalex",
            "doc_id": "W3036646185",
            "published": "2020-06-18",
            "source_sentence": "Wiederhold, Editor-in-Chief Search for more papers by this authorPublished Online:10 Jul 2020https://doi.org/10.1089/cyber.2020.29188.bkwAboutSectionsView articleView Full TextPDF/EPUB Permissions & CitationsPermissionsDownload CitationsTrack CitationsAdd to favorites Back To Publication ShareShare onFacebookXLinked InRedditEmail View article\"Connecting Through Technology During the Coronavirus Disease 2019 Pandemic: Avoiding \u201cZoom Fatigue\u201d.\" Cyberpsychology, Behavior, and Social Networking, 23(7), pp. 437\u2013438FiguresReferencesRelatedDetailsCited byQuantitative analysis of communication changes in online medication counseling using the Roter Interaction SystemResearch in Social and Administrative Pharmacy, Vol. 20, No. 1\u201cWho Said That?\u201d Applying the Situation Awareness Global Assessment Technique to Social Telepresence13 December 2023 | ACM Transactions on Human-Robot Interaction, Vol. 12, No. 4The good and bad of an online asynchronous general education course: Students\u2019 perceptions18 December 2023 | Psychology Teaching Review, Vol. 29, No. 2Face-to-face more important than digital communication for mental health during the pandemic17 May 2023 | Scientific Reports, Vol. 13, No. 1Videoconference fatigue from a neurophysiological perspective: experimental evidence based on electroencephalography (EEG) and electrocardiography (ECG)26 October 2023 | Scientific Reports, Vol. 13, No. 1The \u2018Zoomification\u2019 of Collaboration: How Timely Technology has Affected Academic Research12 July 2023 | Minerva, Vol. 61, No. 4Investigation of Web-Based Eye-Tracking System Performance under Different Lighting Conditions for Neuromarketing16 November 2023 | Journal of Theoretical and Applied Electronic Commerce Research, Vol. 18, No. 4Too tired to connect: Understanding the associations between video-conferencing, social connection and well-being through the lens of zoom fatigueComputers in Human Behavior, Vol. 149Bew\u00e4ltigungsstrategien von Videoconference Fatigue30 March 2023 | HMD Praxis der Wirtschaftsinformatik, Vol. 60, No. 6E-Learning in Nursing and Midwifery during the COVID-19 Pandemic4 December 2023 | Healthcare, Vol. 11, No. 23FENS\u2010Kavli Network of Excellence: Mentorship during the COVID\u201019 pandemic: Perspectives, challenges and opportunities31 August 2022 | European Journal of Neuroscience, Vol. 58, No. 12On validating a generic camera\u2010based blink detection system for cognitive load assessment5 October 2023 | Cognitive Computation and Systems, Vol. 5, No. 4Students\u2019 Interaction in Breakout Rooms2 November 2023Effect of student responsiveness to instructional innovation on student engagement in semi-synchronous online learning environments: The mediating role of personal technological innovativeness and perceived usefulnessComputers & Education, Vol. 205Privacy, security, and usability of mobile video conferencing applications: A comparative study1 November 2023 | International Journal of ADVANCED AND APPLIED SCIENCES, Vol. 10, No. 11The impact of digital tools on sales-marketing interactions and perceptionsIndustrial Marketing Management, Vol. 115Defining digital coaching: a qualitative inductive approach5 October 2023 | Frontiers in Psychology, Vol. 14Virtually-Delivered Emotion Focused Mindfulness Therapy (EFMT) Group vs. Wait-List Control for Late-Life Anxiety: A Randomized Controlled TrialThe American Journal of Geriatric Psychiatry, Vol. 31, No. 10The COVID-19 Pandemic: Changes in Parent\u2013Child Activities at Home from Spring 2020 to Spring 2021 from a Cross-Cultural View7 October 2023 | Education Sciences, Vol. 13, No. 10A look back at mandatory online instruction: Preserving a record of student preferences and experiences28 September 2023 | Journal of Education for Business, Vol. 15MeetScript: Designing Transcript-based Interactions to Support Active Participation in Group Video Meetings4 October 2023 | Proceedings of the ACM on Human-Computer Interaction, Vol. 7, No. CSCW2Best Practices for Technology in Clinical Social Work and Mental Health Professions to Promote Well-being and Prevent Fatigue1 June 2023 | Clinical Social Work Journal, Vol. 51, No. 3Investigating autistic traits, social phobia, fear of COVID-19, and internet use disorder variables in the context of videoconference fatigueTelematics and Informatics Reports, Vol. 11Virtual reality as an immersive projective and autodriving advancement technique24 August 2023 | Journal of Consumer Behaviour, Vol. 33Reconfiguring togetherness in the virtual drama classroom23 August 2023 | Research in Drama Education: The Journal of Applied Theatre and Performance, Vol. 44\u201cI really don\u2019t know what I would have done without it\u201d: Crafting as a means of stress coping during COVID-1923 August 2023 | Journal of Leisure Research, Vol. 13Virtual interdisciplinary collaboration during the COVID-19 pandemic: pain and joy in an international joint university7 July 2023 | Frontiers in Psychology, Vol. 14Nonverbal immediacy cues and impression formation in video therapy1 August 2022 | Counselling Psychology Quarterly, Vol. 36, No. 3Digital dependence: Online fatigue and coping strategies during the COVID-19 lockdown11 February 2023 | Media, Culture & Society, Vol. 45, No. 5Using group-based interactive video teleconferencing to make self-compassion more accessible: A randomized controlled trialJournal of Contextual Behavioral Science, Vol. 29Researcher-patient partnership generated actionable recommendations, using quantitative evaluation and deliberative dialogue, to improve meaningful engagementJournal of Clinical Epidemiology, Vol. 159Peer-to-peer: The Social Transmission of Symptoms Online10 April 2023 | Annals of Behavioral Medicine, Vol. 57, No. 7Online panel work through a gender lens: implications of digital peer review meetings23 December 2022 | Science and Public Policy, Vol. 50, No. 3The effect of wearing a head-mounted display on the boundaries of the cervical range of motion based on perceived comfort in a static posture14 September 2022 | Virtual Reality, Vol. 27, No. 2Phase 2 of collaborative action around the implementation of virtual hearing aid care: Evaluation of a clinical practice guideline23 April 2023 | Journal of Evaluation in Clinical Practice, Vol. 29, No. 4Phase 1 of collaborative action around the implementation of virtual hearing aid care: Development of a clinical practice guideline21 April 2023 | Journal of Evaluation in Clinical Practice, Vol. 29, No. 4Is Virtual Learning Here to Stay?"
          },
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            "statement": "Abstract With the availability of low\u2010cost high\u2010quality head\u2010mounted displays (HMDs) since 2013, there is a growing body of literature investigating the impact of immersive virtual reality (IVR) technology on education.",
            "source": "openalex",
            "doc_id": "W3084427344",
            "published": "2020-09-08",
            "source_sentence": "Abstract With the availability of low\u2010cost high\u2010quality head\u2010mounted displays (HMDs) since 2013, there is a growing body of literature investigating the impact of immersive virtual reality (IVR) technology on education."
          },
          {
            "kind": "economic",
            "statement": "And another special thanks goes to the virtual conference \"online chairs\" (originally the local chairs team), and the finance chair, who have resolved numerous unexpected difficulties in making our conference program available online to all attendees.",
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            "doc_id": "W4214540501",
            "published": "2020-10-12",
            "source_sentence": "And another special thanks goes to the virtual conference \"online chairs\" (originally the local chairs team), and the finance chair, who have resolved numerous unexpected difficulties in making our conference program available online to all attendees."
          },
          {
            "kind": "biological",
            "statement": "The second panel aims at opening a discussion about \"What Multimedia has to offer for our common digital future.\" Beyond the current coronavirus health crisis which is holding the world in breath, the world is also facing several global challenges from climate change to environmental deterioration, and from access to clean water and food to socioeconomic inequalities, to name just a few.",
            "source": "openalex",
            "doc_id": "W4214540501",
            "published": "2020-10-12",
            "source_sentence": "The second panel aims at opening a discussion about \"What Multimedia has to offer for our common digital future.\" Beyond the current coronavirus health crisis which is holding the world in breath, the world is also facing several global challenges from climate change to environmental deterioration, and from access to clean water and food to socioeconomic inequalities, to name just a few."
          }
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          "text": "The REU Site will directly address the educational and economic challenges faced by rural Appalachian students, and result in equipping them with the skills and guidance needed to pursue high-skill, tech-focused careers.",
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        {
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          "text": "To prove the practicality of the technology, the overarching project goals include measuring the reliability of the featured sensor, scaling the sensors into arrays for spatial recognition, and enabling human-machine interfacing via wearable sensor integrations.",
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          "text": "The technical objectives include the collection of reliability metrics (sensitivity, resolution, stretchability, and durability), the mapping of stress and strain throughout relevant materials, and the translation of biometric data into relevant signals for the chosen use cases.",
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        },
        {
          "doc_id": "2515271",
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          "text": "The center serves as a collaborative research hub uniting academic researchers, government agencies, and industry partners to address the technical and operational challenges in geo-referencing, sensor calibration, spatial data fusion, data quality assessment, data-driven and decision making.",
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        {
          "doc_id": "2515271",
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        },
        {
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          "text": "By fostering strong industry partnerships, CAGE ensures that the research remains aligned with real-world needs, accelerates technology transfer, and supports workforce development in the geospatial domain.",
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          "text": "The Industry\u2013University Cooperative Research Center (IUCRC) for Accurate Georeferencing of the Environment (CAGE) at Saint Louis University (SLU), in partnership with The Ohio State University (OSU) and Purdue University (PU), aims to tackle this foundational challenge.",
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          "text": "These innovations will enable scalable, cost-effective deployment across platforms ranging from satellites and UAVs to mobile phones and wearable sensors.",
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          "doc_id": "2521430",
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          "index": 1,
          "text": "However, limited tools for measuring infants\u2019 movements in the home are a barrier to understanding the factors that give rise to individual differences in opportunities for movement as well as individual differences in caregiving practices that can predict motor learning outcomes in infancy.",
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        },
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          "doc_id": "2533956",
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          "text": "Cardiovascular disease is the leading cause of death globally, yet many diagnostic and treatment decisions rely on costly or invasive procedures.",
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        },
        {
          "doc_id": "2535732",
          "index": 5,
          "text": "This technology addresses the challenges by providing well-integrated, immersive, collaborative, and virtual/physical extended reality environments.",
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        },
        {
          "doc_id": "2535732",
          "index": 14,
          "text": "The system architecture is comprised of three conceptual levels: node/field kit systems (local and distributed multimodal interaction), network systems software (latency, reliability, bandwidth), and computation (cluster/storage, data, analytic systems, services).",
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        },
        {
          "doc_id": "2545071",
          "index": 0,
          "text": "Many existing health monitoring systems are expensive, uncomfortable to wear, or can only be administered in a hospital environment.",
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        },
        {
          "doc_id": "2545071",
          "index": 2,
          "text": "The main challenges to achieving such goals are the noisy RF data and strong interference coming from the dynamic environment.",
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            "truth"
          ]
        },
        {
          "doc_id": "2545071",
          "index": 12,
          "text": "The research agenda consists of four well integrated thrusts: (i) to investigate the challenges and fundamental performance limits of the sensors; (ii) to develop RFID-based respiration rate, pulmonary function test, and heartbeat signal monitoring schemes; (iii) to develop RFID-based pose monitoring, activity recognition, and PD detection systems; and (iv) to develop robust and fair federated learning models for handling health data.",
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        {
          "doc_id": "W2029872662",
          "index": 6,
          "text": "Finally, the prospects and challenges toward the practical uses of flexible lithium-ion batteries in electronic devices are discussed.",
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        },
        {
          "doc_id": "W2054780155",
          "index": 6,
          "text": "Then, the principal issues and challenges are discussed, as well as the main solutions to each one of them.",
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        },
        {
          "doc_id": "W2084553975",
          "index": 0,
          "text": "An increase in world population along with a significant aging portion is forcing rapid rises in healthcare costs.",
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          ]
        },
        {
          "doc_id": "W2084553975",
          "index": 5,
          "text": "This paper reviews the latest reported systems on activity monitoring of humans based on wearable sensors and issues to be addressed to tackle the challenges.",
          "kept_by": [
            "baseline"
          ]
        },
        {
          "doc_id": "W2158764002",
          "index": 0,
          "text": "Gait analysis using wearable sensors is an inexpensive, convenient, and efficient manner of providing useful information for multiple health-related applications.",
          "kept_by": [
            "baseline"
          ]
        },
        {
          "doc_id": "W2158904676",
          "index": 0,
          "text": "How humans solve the cocktail party problem remains unknown.",
          "kept_by": [
            "baseline"
          ]
        },
        {
          "doc_id": "W2158904676",
          "index": 4,
          "text": "However, the former is invasive and gives a relatively restricted view of processing along the auditory hierarchy, whereas the latter is expensive and rare.",
          "kept_by": [
            "baseline"
          ]
        },
        {
          "doc_id": "W2158904676",
          "index": 5,
          "text": "Thus it would be extremely useful for research in many populations if stimulus-reconstruction was effective using electroencephalography (EEG), a widely available and inexpensive technology.",
          "kept_by": []
        },
        {
          "doc_id": "W2172292165",
          "index": 3,
          "text": "Our low-cost system takes advantage of the ever more complex web of WiFi links between such devices and the increasingly fine-grained channel state information that can be extracted from such links.",
          "kept_by": [
            "baseline"
          ]
        },
        {
          "doc_id": "W2220182234",
          "index": 1,
          "text": "The purpose of this systematic review was to summarize the evidence for validity and reliability of popular consumer-wearable activity trackers (Fitbit and Jawbone) and their ability to estimate steps, distance, physical activity, energy expenditure, and sleep.",
          "kept_by": []
        },
        {
          "doc_id": "W2220182234",
          "index": 10,
          "text": "No studies of intradevice reliability were found.",
          "kept_by": []
        },
        {
          "doc_id": "W2220182234",
          "index": 11,
          "text": "Interdevice reliability was reported on seven studies using the Fitbit, but none for the Jawbone.",
          "kept_by": []
        },
        {
          "doc_id": "W2220182234",
          "index": 12,
          "text": "Walking- and running-based Fitbit trials indicated consistently high interdevice reliability for steps (Pearson and intraclass CC 0.76-1.00), distance (intraclass CC 0.90-0.99), and energy expenditure (Pearson and intraclass CC 0.71-0.97).",
          "kept_by": []
        },
        {
          "doc_id": "W2220182234",
          "index": 15,
          "text": "The evidence reviewed indicated high interdevice reliability for steps, distance, energy expenditure, and sleep for certain Fitbit models.",
          "kept_by": []
        },
        {
          "doc_id": "W2266982813",
          "index": 0,
          "text": "Will consumer wearable technology ever be adopted or accepted by the medical community?Patients and practitioners regularly use digital technology (e.g., thermometers and glucose monitors) to identify and discuss symptoms.In addition, a third of general practitioners in the United Kingdom report that patients arrive with suggestions for treatment based on online search results [1].However, consumer health wearables are predicted to become the next \"Dr Google.\"One in six (15%) consumers in the United States currently uses wearable technology, including smartwatches or fitness bands.While 19 million fitness devices are likely to be sold this year, that number is predicted to grow to 110 million in 2018 [2].As the line between consumer health wearables and medical devices begins to blur, it is now possible for a single wearable device to monitor a range of medical risk factors (Fig 1).Potentially, these devices could give patients direct access to personal analytics that can contribute to their health, facilitate preventive care, and aid in the management of ongoing illness.However, how this new wearable technology might best serve medicine remains unclear.",
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          "doc_id": "W2266982813",
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          "text": "Healthy IndividualsAt present, wearables are more likely to be purchased by individuals who already lead a healthy lifestyle and want to quantify their progress [2].The majority of wearable manufacturers (e.g., Fitbit, Jawbone, and Nike) stress the potential of their devices to become an \"all-inone\" platform for improving physical performance and positive habit formation.Wearable Summary Points\u2022 Consumer wearables can provide patients with personalized health data, which could assist with self-diagnosis and behaviour change interventions.\u2022 There are a number of concerns about the safety, reliability, and security of using consumer wearables in health care.\u2022 Practitioners and researchers should consider how these technological advances may impact health care in the 21st century.",
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          "doc_id": "W2270470215",
          "index": 4,
          "text": "We evaluate our framework on two datasets, one of which has been used in a public activity recognition challenge.",
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          "doc_id": "W2270470215",
          "index": 5,
          "text": "Our results show that our framework outperforms competing deep non-recurrent networks on the challenge dataset by 4% on average; outperforming some of the previous reported results by up to 9%.",
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          "doc_id": "W2573003069",
          "index": 2,
          "text": "Therefore, it is essential to develop cost-effective, easy-to-use systems for the sake of elderly healthcare and well-being.",
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        },
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          "doc_id": "W2573003069",
          "index": 3,
          "text": "Remote health monitoring, based on non-invasive and wearable sensors, actuators and modern communication and information technologies offers an efficient and cost-effective solution that allows the elderly to continue to live in their comfortable home environment instead of expensive healthcare facilities.",
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          "doc_id": "W2573003069",
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          "text": "In this paper, we have presented and compared several low-cost and non-invasive health and activity monitoring systems that were reported in recent years.",
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          "doc_id": "W2573003069",
          "index": 7,
          "text": "Finally, compatibility of several communication technologies as well as future perspectives and research challenges in remote monitoring systems will be discussed.",
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          "doc_id": "W2749718288",
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          "text": "Methods: We recruited participants with Parkinson disease, Huntington disease, and prodromal Huntington disease (individuals who carry the genetic marker but do not yet exhibit symptoms of the disease), and controls to wear 5 accelerometer-based sensors on their chest and limbs for standardized in-clinic assessments and for 2 days at home.",
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          "doc_id": "W2768123168",
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          "text": "However, chemical sensing modalities have experienced greater challenges in commercial adoption, especially for non-invasive chemical sensors.",
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          "doc_id": "W2768123168",
          "index": 5,
          "text": "There have also been significant challenges in making significant fundamental improvements to existing mechanical, electrical, and optical sensing modalities, especially in improving their specificity of detection.",
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          "doc_id": "W2768123168",
          "index": 6,
          "text": "Many of these challenges can be understood by appreciating the body's surface (skin) as more of an information barrier than as an information source.",
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            "truth"
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          "doc_id": "W2768123168",
          "index": 7,
          "text": "With a deeper understanding of the fundamental challenges faced for wearable sensors and of the state-of-the-art for wearable sensor technology, the roadmap becomes clearer for creating the next generation of innovations and breakthroughs.",
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        },
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          "doc_id": "W2912648566",
          "index": 16,
          "text": "Roll-to-roll gravure printing allows for mass production of high-performance flexible chemical sensors at low cost.",
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          "doc_id": "W2987985090",
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          "text": "METHODS: Participants without atrial fibrillation (as reported by the participants themselves) used a smartphone (Apple iPhone) app to consent to monitoring.",
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        {
          "doc_id": "W3024834108",
          "index": 3,
          "text": "In this review, we discuss (1) the fundamental interaction mechanisms underpinning the spectacular wet adhesion in natural mussels and mussel-inspired materials; (2) the key routes to engineering hydrogels by leveraging on the interactions of mussel-inspired building blocks; (3) the emerging applications of mussel-inspired hydrogels, especially in the areas of flexible electronics and biomedical engineering; (4) the future perspectives and unsolved challenges of this multidisciplinary field.",
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          "doc_id": "W3037734338",
          "index": 1,
          "text": "OBJECTIVE: The purpose of this systematic review was to examine the validity and reliability of commercial wearables in measuring step count, heart rate, and energy expenditure.",
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        },
        {
          "doc_id": "W3037734338",
          "index": 4,
          "text": "Studies were excluded if they did not identify the device used and if they did not examine the validity or reliability of the device.",
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        },
        {
          "doc_id": "W3037734338",
          "index": 7,
          "text": "Reliability measures focused on intradevice and interdevice reliability.",
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          "doc_id": "W3117266371",
          "index": 8,
          "text": "The review concludes with an overview of the remaining key challenges and several ideas regarding the further improvement of wearable HMI systems.",
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          "doc_id": "W3167394498",
          "index": 7,
          "text": "The stressors, techniques, results, advantages, limitations, and issues for each study are highlighted and expected to provide a path for future research studies.",
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        },
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          "doc_id": "W3199500021",
          "index": 0,
          "text": "With the increasing demand for wearable electronics (such as smartwatch equipment, wearable health monitoring systems, and human-robot interface units), flexible energy storage systems with eco-friendly, low-cost, multifunctional characteristics, and high electrochemical performances are imperative to be constructed.",
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          "doc_id": "W3199500021",
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          "text": "Finally, the current challenges and future developments in nanocellulose-based composites for the next generation of flexible energy storage systems are proposed.",
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          "doc_id": "W3207015672",
          "index": 1,
          "text": "However, the practical applications of most wearable sensors are generally limited by their poor stretchability and sensitivity, unsatisfactory strength, lower conductivity, and single sensory function.",
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          "doc_id": "W3210766530",
          "index": 3,
          "text": "This paper systematically categorizes and summarizes existing work that introduces deep learning methods for wearables-based HAR and provides a comprehensive analysis of the current advancements, developing trends, and major challenges.",
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        },
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          "doc_id": "W4285891242",
          "index": 0,
          "text": "Wearable activity trackers offer an appealing, low-cost tool to address physical inactivity.",
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        },
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          "doc_id": "W4360989166",
          "index": 2,
          "text": "Existing major challenges in wearable sensors include: improving the sweat extraction and sweat sensing capabilities, improving the form factor of the wearable device for minimal discomfort and reliable measurements when worn, and understanding the clinical value of sweat analytes toward biomarker discovery.",
          "kept_by": [
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        },
        {
          "doc_id": "W4360989166",
          "index": 6,
          "text": "Furthermore, the applications, data analytics, commercialization efforts, challenges, and prospects of wearable sweat sensors for precision medicine are discussed.",
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          "text": "Disease diagnosis and monitoring using conventional healthcare services is typically expensive and has limited accuracy.",
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          "doc_id": "W4389203612",
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          "text": "Wearable health technology based on flexible electronics has gained tremendous attention in recent years for monitoring patient health owing to attractive features, such as lower medical costs, quick access to patient health data, ability to operate and transmit data in harsh environments, storage at room temperature, non-invasive implementation, mass scaling, etc.",
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          "text": "Despite the progress to date in the development of wearable sensors, there are still several limitations in the accuracy of the data collected, precise disease diagnosis, and early treatment.",
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          "doc_id": "W4389203612",
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          "text": "Finally, we present the challenges and future opportunities associated with smart wearable sensors.",
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            "source_sentence": "Many existing health monitoring systems are expensive, uncomfortable to wear, or can only be administered in a hospital environment."
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            "statement": "The research agenda consists of four well integrated thrusts: (i) to investigate the challenges and fundamental performance limits of the sensors; (ii) to develop RFID-based respiration rate, pulmonary function test, and heartbeat signal monitoring schemes; (iii) to develop RFID-based pose monitoring, activity recognition, and PD detection systems; and (iv) to develop robust and fair federated learning models for handling health data.",
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            "source_sentence": "The research agenda consists of four well integrated thrusts: (i) to investigate the challenges and fundamental performance limits of the sensors; (ii) to develop RFID-based respiration rate, pulmonary function test, and heartbeat signal monitoring schemes; (iii) to develop RFID-based pose monitoring, activity recognition, and PD detection systems; and (iv) to develop robust and fair federated learning models for handling health data."
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            "statement": "Healthy IndividualsAt present, wearables are more likely to be purchased by individuals who already lead a healthy lifestyle and want to quantify their progress [2].The majority of wearable manufacturers (e.g., Fitbit, Jawbone, and Nike) stress the potential of their devices to become an \"all-inone\" platform for improving physical performance and positive habit formation.Wearable Summary Points\u2022 Consumer wearables can provide patients with personalized health data, which could assist with self-diagnosis and behaviour change interventions.\u2022 There are a number of concerns about the safety, reliability, and security of using consumer wearables in health care.\u2022 Practitioners and researchers should consider how these technological advances may impact health care in the 21st century.",
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            "source_sentence": "Healthy IndividualsAt present, wearables are more likely to be purchased by individuals who already lead a healthy lifestyle and want to quantify their progress [2].The majority of wearable manufacturers (e.g., Fitbit, Jawbone, and Nike) stress the potential of their devices to become an \"all-inone\" platform for improving physical performance and positive habit formation.Wearable Summary Points\u2022 Consumer wearables can provide patients with personalized health data, which could assist with self-diagnosis and behaviour change interventions.\u2022 There are a number of concerns about the safety, reliability, and security of using consumer wearables in health care.\u2022 Practitioners and researchers should consider how these technological advances may impact health care in the 21st century."
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            "statement": "Will consumer wearable technology ever be adopted or accepted by the medical community?Patients and practitioners regularly use digital technology (e.g., thermometers and glucose monitors) to identify and discuss symptoms.In addition, a third of general practitioners in the United Kingdom report that patients arrive with suggestions for treatment based on online search results [1].However, consumer health wearables are predicted to become the next \"Dr Google.\"One in six (15%) consumers in the United States currently uses wearable technology, including smartwatches or fitness bands.While 19 million fitness devices are likely to be sold this year, that number is predicted to grow to 110 million in 2018 [2].As the line between consumer health wearables and medical devices begins to blur, it is now possible for a single wearable device to monitor a range of medical risk factors (Fig 1).Potentially, these devices could give patients direct access to personal analytics that can contribute to their health, facilitate preventive care, and aid in the management of ongoing illness.However, how this new wearable technology might best serve medicine remains unclear.",
            "source": "openalex",
            "doc_id": "W2266982813",
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            "source_sentence": "Will consumer wearable technology ever be adopted or accepted by the medical community?Patients and practitioners regularly use digital technology (e.g., thermometers and glucose monitors) to identify and discuss symptoms.In addition, a third of general practitioners in the United Kingdom report that patients arrive with suggestions for treatment based on online search results [1].However, consumer health wearables are predicted to become the next \"Dr Google.\"One in six (15%) consumers in the United States currently uses wearable technology, including smartwatches or fitness bands.While 19 million fitness devices are likely to be sold this year, that number is predicted to grow to 110 million in 2018 [2].As the line between consumer health wearables and medical devices begins to blur, it is now possible for a single wearable device to monitor a range of medical risk factors (Fig 1).Potentially, these devices could give patients direct access to personal analytics that can contribute to their health, facilitate preventive care, and aid in the management of ongoing illness.However, how this new wearable technology might best serve medicine remains unclear."
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            "statement": "Remote health monitoring, based on non-invasive and wearable sensors, actuators and modern communication and information technologies offers an efficient and cost-effective solution that allows the elderly to continue to live in their comfortable home environment instead of expensive healthcare facilities.",
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            "source_sentence": "Remote health monitoring, based on non-invasive and wearable sensors, actuators and modern communication and information technologies offers an efficient and cost-effective solution that allows the elderly to continue to live in their comfortable home environment instead of expensive healthcare facilities."
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            "statement": "Therefore, it is essential to develop cost-effective, easy-to-use systems for the sake of elderly healthcare and well-being.",
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            "source_sentence": "Therefore, it is essential to develop cost-effective, easy-to-use systems for the sake of elderly healthcare and well-being."
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            "source_sentence": "However, chemical sensing modalities have experienced greater challenges in commercial adoption, especially for non-invasive chemical sensors."
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            "statement": "Roll-to-roll gravure printing allows for mass production of high-performance flexible chemical sensors at low cost.",
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            "source_sentence": "Roll-to-roll gravure printing allows for mass production of high-performance flexible chemical sensors at low cost."
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            "statement": "METHODS: Participants without atrial fibrillation (as reported by the participants themselves) used a smartphone (Apple iPhone) app to consent to monitoring.",
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            "published": "2019-11-13",
            "source_sentence": "METHODS: Participants without atrial fibrillation (as reported by the participants themselves) used a smartphone (Apple iPhone) app to consent to monitoring."
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            "statement": "OBJECTIVE: The purpose of this systematic review was to examine the validity and reliability of commercial wearables in measuring step count, heart rate, and energy expenditure.",
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            "published": "2020-06-25",
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          {
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        "sampled": 20,
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      "open_library": {
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        "sampled": 20,
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      "openalex": {
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        ],
        "sampled": 20,
        "about": 7,
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    },
    "unsampled": []
  },
  "controls": {
    "boom": {
      "terms": [
        "large language model"
      ],
      "source": "openalex",
      "first_year": 2000,
      "last_year": 2025,
      "counts": [
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        0,
        2,
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        3,
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    },
    "mature": {
      "terms": [
        "smoke detector"
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      "source": "openalex",
      "first_year": 2000,
      "last_year": 2025,
      "counts": [
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    },
    "all_works": {
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      "counts": [
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  },
  "run": {
    "barrier_prompt_version": "a5ce1358ce2b",
    "corpora": {
      "wearable-computing": {
        "fetched": 18793,
        "distinct": 18747,
        "repeated": 46,
        "meta_count": 18780,
        "walk": "by year",
        "flat_short": 248,
        "interrupted": false
      },
      "smart-glasses": {
        "fetched": 16901,
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        "repeated": 133,
        "meta_count": 16904
      },
      "wrist-worn": {
        "fetched": 40324,
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        "repeated": 147,
        "meta_count": 40285,
        "walk": "by year",
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        "interrupted": false
      },
      "vr-headsets": {
        "fetched": 5306,
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        "repeated": 23,
        "meta_count": 5299
      },
      "hearables": {
        "fetched": 175,
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        "repeated": 0,
        "meta_count": 175
      },
      "data-gloves": {
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      },
      "motion-controllers": {
        "fetched": 5117,
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        "repeated": 19,
        "meta_count": 5114
      },
      "eye-tracking": {
        "fetched": 54110,
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        "meta_count": 54070,
        "walk": "by year",
        "flat_short": 1137,
        "interrupted": false
      },
      "haptic-suits": {
        "fetched": 143,
        "distinct": 143,
        "repeated": 0,
        "meta_count": 143
      },
      "full-dive": {
        "fetched": 16,
        "distinct": 16,
        "repeated": 0,
        "meta_count": 16
      },
      "barcode-scanner": {
        "fetched": 923,
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        "repeated": 3,
        "meta_count": 920
      },
      "humanoid-robots/care-robots": {
        "fetched": 1574,
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        "repeated": 2,
        "meta_count": 1572
      },
      "humanoid-robots/teleoperated-robots": {
        "fetched": 1782,
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        "repeated": 2,
        "meta_count": 1780
      },
      "humanoid-robots/humanoid-robots": {
        "fetched": 22524,
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        "repeated": 98,
        "meta_count": 22510
      }
    },
    "cutoff": "2025-12-31",
    "dropped": [],
    "max_tokens": 4096,
    "model": null,
    "no_model": true,
    "prompt_version": "59b43399197f",
    "require_term": null,
    "require_term_note": "no term was required: every barrier document was drawn for its own product's research or funding terms, and abstracts and award texts are never narrowed; no Federal Register rule was drawn into the barrier sample",
    "selection_rules": {
      "barriers_openalex": "for each sampled product, the 10 most-cited works naming its research terms in each of 2010-2014, 2015-2019 and 2020-2025, restricted to works carrying an abstract; text is the inverted index put back into reading order; a document already read for another product is read once, for the first, so eye tracking holds 29 works rather than 30; hearables holds 20, the index carrying no work under its three phrases in the first band, and full-dive holds 12, one work in each of the first two bands and ten in the last",
      "barriers_nsf": "for each sampled product, the 10 most recent awards for its funding terms, singular and plural, over 2000-2025, newest by award date then id; text is the award's abstract; an award already read for another product is read once, for the first, so eye tracking holds 8; haptic suits holds the 2 awards that exist under its terms, and hearables and full-dive hold none, since no award matches theirs",
      "barriers_federal_register": "none drawn: the barrier sample follows chain two's rule, works and awards; each product's rules are counted by its regulation stage",
      "relevance": "the 20 most recent works for the root's research terms, and the 20 most recent awards for its funding terms, labelled about or not about from the document's title and text; none of the 40 is also a barrier document",
      "relevance_fiction": "20 works of the fiction walk for the catalogue heading virtual reality, 599 works long, every 29th by key from the first, a pick with no year replaced by the next dated work; text is the work's own description and subjects; published is 1 January of the catalogue's year; labelled about (a work of fiction in which a world entered through a computer, or a computer worn on the body, appears on the record) and dated as chain three's were",
      "relevance_clinical_trials": "the registry holds 1,868 studies for the root's testing terms, 1,538 of them first posted on or before the cutoff; the newest 20 by first-posted date then id are read in full and labelled about or not about from the study's title and summary",
      "relevance_federal_register": "every rule the root's regulation terms match, final and proposed, 5 final rules and 6 proposed rules, all 11 taken because the source holds fewer than 20; newest first within each type; text is the search row's own abstract, as chain one's relevance-only rules carry; labelled about or not about from the rule's title and abstract",
      "gate": "Corpus.as_of(2025-12-31) at sample-build time; this run re-gates every document through the same cutoff"
    },
    "temperature": null,
    "user_agent": "raven-research/0.1 (mailto:caelan.gander@gmail.com)"
  }
}