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Sleep Apnea Severity Estimation using a Deep Learning Model from Tracheal Movements

Maziar Hafezi, Nasim Montazeri, Shumit Saha, Kaiyin Zhu, Bojan Gavrilovic, Azadeh Yadollahi, Babak Taati
<span title="">2020</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
The apnea hypopnea index (AHI) was estimated as the number of events per hour of sleep.  ...  Thus, there is a need to monitor sleep apnea with more convenient wearable devices.  ...  Simultaneously with PSG, tracheal movements were recorded using a wearable device developed by our laboratory called the Patch (Figure 1 ). It has a 3D accelerometer with a sampling rate of 60 Hz.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2969227">doi:10.1109/access.2020.2969227</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xlcep6rp7rby7lfrqlbhscso24">fatcat:xlcep6rp7rby7lfrqlbhscso24</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201103093233/https://ieeexplore.ieee.org/ielx7/6287639/8948470/08968336.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/db/96/db96500a5d79430e6f67dde7b53435633809d9fe.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2969227"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Recent Advances in Wearable Sensors and Portable Electronics for Sleep Monitoring

Shinjae Kwon, Hojoong Kim, Woon-Hong Yeo
<span title="2021-04-21">2021</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5u6jlpnlzndwrequnssxehzurq" style="color: black;">iScience</a> </i> &nbsp;
New devices available in the market and systems are collectively summarized based on their overall structure, form factor, materials, and sleep assessment method.  ...  The gold-standard sleep assessment uses polysomnography (PSG) with various sensors to identify sleep patterns and disorders.  ...  This wireless patch-type device comprises a fabric-based thin-flexible adhesive patch integrated with three electrodes and equipped with a 3-axis accelerometer.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.isci.2021.102461">doi:10.1016/j.isci.2021.102461</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34013173">pmid:34013173</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8113882/">pmcid:PMC8113882</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aqqpbfumlveptbuz6wuxzkg6em">fatcat:aqqpbfumlveptbuz6wuxzkg6em</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210528073017/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC8113882&amp;blobtype=pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4e/aa/4eaab0db7d88fddf5e73c53c27ce93512e0dfccd.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.isci.2021.102461"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8113882" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Wearable Devices for Physical Monitoring of Heart: A Review

Guillermo Prieto-Avalos, Nancy Aracely Cruz-Ramos, Giner Alor-Hernández, José Luis Sánchez-Cervantes, Lisbeth Rodríguez-Mazahua, Luis Rolando Guarneros-Nolasco
<span title="2022-05-02">2022</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/67lbgjadfzhv7axcc5zzsqmwo4" style="color: black;">Biosensors</a> </i> &nbsp;
the patient must go to a hospital for an electrocardiogram, thus contributing a serious option in diagnosis and treatment of CVDs.  ...  In this work, we review commercial and noncommercial wearable devices used to monitor CVD biomedical variables.  ...  CVD Type Device Type Research Description Sensors or Technology Used Real-Time Monitoring Smart watchband and chest patch-vest (2020) Analyzes the use of sensors in wearable devices that measure biomedical  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/bios12050292">doi:10.3390/bios12050292</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iibc2ikevzhddfa7pohkdmzsje">fatcat:iibc2ikevzhddfa7pohkdmzsje</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220504164144/https://mdpi-res.com/d_attachment/biosensors/biosensors-12-00292/article_deploy/biosensors-12-00292.pdf?version=1651490740" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/20/1b/201be569228d76b2fc62c6e76bdd5bf2b27d3e75.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/bios12050292"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

PhyMask: Robust Sensing of Brain Activity and Physiological Signals During Sleep with an All-textile Eye Mask [article]

Soha Rostaminia, S. Zohreh Homayounfar, Ali Kiaghadi, Trisha L. Andrew, Deepak Ganesan
<span title="2021-08-11">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We propose PhyMask, an all-textile sleep monitoring solution that is practical and comfortable for continuous use and that acquires all signals of interest to sleep solely using comfortable textile sensors  ...  As a result, existing wearables either compromise comfort or compromise accuracy in tracking sleep variables.  ...  Head posture can be unambiguously estimated using PhyMask by using the signal baseline across pressure patches (shown in Figure 8 ).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2106.07645v2">arXiv:2106.07645v2</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/x43o4ki635c47dp3sgkgyijdvu">fatcat:x43o4ki635c47dp3sgkgyijdvu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210814210532/https://arxiv.org/pdf/2106.07645v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9d/63/9d63bab46bacdf3deb79285c4d07d95bc1708e4c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2106.07645v2" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Windows Into Human Health Through Wearables Data Analytics

Daniel Witt, Ryan Kellogg, Michael Snyder, Jessilyn Dunn
<span title="2019-01-28">2019</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vvrjcjsarbb53fere4crr35dge" style="color: black;">Current Opinion in Biomedical Engineering</a> </i> &nbsp;
A second set of search terms included categories of algorithms for fitness-related and health-related indicators that are commonly used in wearable devices (e.g. accelerometry, PPG, ECG).  ...  All studies uncovered through this search on commercially available device algorithms and pivotal studies on sensor algorithm development were summarized, and a summary table was constructed using references  ...  A large collection of research has been conducted on wearables-based, automated, userindependent methods of measuring diet (i.e., estimation of calorie consumption, food type identification, behavioral  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.cobme.2019.01.001">doi:10.1016/j.cobme.2019.01.001</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31832566">pmid:31832566</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6907085/">pmcid:PMC6907085</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jjwpn77kz5dynmy4ydqvbehfsu">fatcat:jjwpn77kz5dynmy4ydqvbehfsu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200506082908/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC6907085&amp;blobtype=pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e2/be/e2bed03d51d3dd957f1a86cb9fafd2bef3de16c9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.cobme.2019.01.001"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6907085" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Wearable sensors for monitoring the internal and external workload of the athlete

Dhruv R. Seshadri, Ryan T. Li, James E. Voos, James R. Rowbottom, Celeste M. Alfes, Christian A. Zorman, Colin K. Drummond
<span title="2019-07-29">2019</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/uwry6ckzz5bt5kepcbpuulmtqy" style="color: black;">npj Digital Medicine</a> </i> &nbsp;
A companion paper discusses the use of wearables to monitor the biochemical profile and mental acuity of the athlete.  ...  The primary objective of this paper is to provide a comprehensive review of the applications of wearable technology for assessing the biomechanical and physiological parameters of the athlete.  ...  ACKNOWLEDGEMENTS D.R.S. and C.K.D. acknowledge financial support from the Brenda A. and Robert M. Aiken Strategic Initiative.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s41746-019-0149-2">doi:10.1038/s41746-019-0149-2</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31372506">pmid:31372506</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6662809/">pmcid:PMC6662809</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yr6asbvjhre4ve3u6xj7wilw44">fatcat:yr6asbvjhre4ve3u6xj7wilw44</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191114231448/https://www.nature.com/articles/s41746-019-0149-2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/98/8f/988ff2608fb4c84229fa674d7ffc20c1bb7d426e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s41746-019-0149-2"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6662809" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

A Review of Activity Trackers for Senior Citizens: Research Perspectives, Commercial Landscape and the Role of the Insurance Industry

<span title="2017-06-03">2017</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
Type of publication Article ( non peer-reviewed) Link to publisher's version http://dx.doi.org/10.3390/s17061277 Access to the full text of the published version may require a subscription.  ...  It is thus essential to estimate accurately the amount of time spent in a sedentary activity, its classification, and its distribution throughout the day.  ...  Aspects of this work have been supported in part by a research grant from Science Foundation Ireland (SFI) and is co-funded under the European Regional Development Fund under Grant Number 13/RC/2077.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s17061277">doi:10.3390/s17061277</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/28587188">pmid:28587188</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5492436/">pmcid:PMC5492436</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ug2lw54bqzcv3dtqhfshmcg3ja">fatcat:ug2lw54bqzcv3dtqhfshmcg3ja</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190303065333/http://pdfs.semanticscholar.org/a967/af7554306f3bcb078356075edd7d8b52c1e0.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a9/67/a967af7554306f3bcb078356075edd7d8b52c1e0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s17061277"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5492436" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Systematic Review Looking at the Use of Technology to Measure Free-Living Symptom and Activity Outcomes in Parkinson's Disease in the Home or a Home-like Environment

Catherine Morgan, Michal Rolinski, Roisin McNaney, Bennet Jones, Lynn Rochester, Walter Maetzler, Ian Craddock, Alan L. Whone
<span title="2020-03-30">2020</span> <i title="IOS Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rjfvujhshbbnhe2c6qorj3du6e" style="color: black;">Journal of Parkinson&#39;s Disease</a> </i> &nbsp;
, typing, sleep and activities of daily living.  ...  The metrics evaluated by technology, largely using inertial measurement units in wearable devices, included gait, tremor, physical activity, bradykinesia, dyskinesia and motor fluctuations, posture, falls  ...  Wearable devices were used to measure sleep outcomes in all of these studies.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/jpd-191781">doi:10.3233/jpd-191781</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32250314">pmid:32250314</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nwgktmci5jcyloavg36dvpmwtq">fatcat:nwgktmci5jcyloavg36dvpmwtq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200408074620/https://content.iospress.com/download/journal-of-parkinsons-disease/jpd191781?id=journal-of-parkinsons-disease%2Fjpd191781" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c3/03/c30346bd897bd6d07f8630860b872eff2cca35ea.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3233/jpd-191781"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Wellness, Fitness, and Lifestyle Sensing Applications [chapter]

Michael J. McGrath, Cliodhna Ní Scanaill
<span title="">2013</span> <i title="Apress"> Sensor Technologies </i> &nbsp;
Sensing sleep quality, in babies and adults, is a now a common application of pervasive sensing.  ...  Where once wearing an obvious sensing device, such as a Holter monitor or personal alarm, was seen as a "badge of dependence" or a sign of illness, wearable sensors are now fashion items and "a badge of  ...  Estimates of sleep-to-wake stages are made using regression-based algorithms.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4302-6014-1_10">doi:10.1007/978-1-4302-6014-1_10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oertg3iqwjbn5jbntmoqd27rsi">fatcat:oertg3iqwjbn5jbntmoqd27rsi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170825173504/https://link.springer.com/content/pdf/10.1007%2F978-1-4302-6014-1_10.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/73/76/73768e522f5182b57f808f4983a620bebcef17f2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-1-4302-6014-1_10"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Smart clothing to increase safety of people with dementia

S. Uran, J. Geršak
<span title="2018-12-24">2018</span> <i title="IOP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ze5oxgkzabgozpk5uwjjucu7sa" style="color: black;">IOP Conference Series: Materials Science and Engineering</a> </i> &nbsp;
Although a number of researchers are dealing with this problematics so from the point of the medical diagnostics, as from view of possibility of integrating fall detection device into clothing, there are  ...  Energy consumption will be considered based on an amount of current consumed by particular parts of fall detection and long-term monitoring system.  ...  To detect human body posture 3-axis accelerometer or 3-axis compass may be used. The body posture using 3-axis accelerometer is determined by the use of earth's gravity acceleration.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1757-899x/460/1/012047">doi:10.1088/1757-899x/460/1/012047</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/f6oaalkuv5bcfmcbrvbcowbxci">fatcat:f6oaalkuv5bcfmcbrvbcowbxci</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190502155515/https://iopscience.iop.org/article/10.1088/1757-899X/460/1/012047/pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5f/c0/5fc0eea9f7197ad1a9390594c4650f491273a91c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1757-899x/460/1/012047"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> iop.org </button> </a>

Shedding Light on Nocturnal Movements in Parkinson's Disease: Evidence from Wearable Technologies

Alessandro Zampogna, Alessandro Manoni, Francesco Asci, Claudio Liguori, Fernanda Irrera, Antonio Suppa
<span title="2020-09-10">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
Wearable technologies based on actigraphy and innovative sensors have been proposed as feasible solutions to identify and monitor the various types of abnormal nocturnal movements in PD.  ...  Finally, we discuss clinical and technical prospects supporting the use of wearable technologies for the evaluation of nocturnal movements.  ...  Concerning the type and placement of wearable sensors, all authors adopted inertial devices, including accelerometers and gyroscopes.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s20185171">doi:10.3390/s20185171</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32927816">pmid:32927816</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7571235/">pmcid:PMC7571235</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7tkbiii2tjf2rf34hp6oiq3d3e">fatcat:7tkbiii2tjf2rf34hp6oiq3d3e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201004083505/https://res.mdpi.com/d_attachment/sensors/sensors-20-05171/article_deploy/sensors-20-05171-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9d/1a/9d1adb979d1407e4364976693bc4d99daf6443c9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s20185171"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7571235" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Application of data fusion techniques and technologies for wearable health monitoring

Rachel C. King, Emma Villeneuve, Ruth J. White, R. Simon Sherratt, William Holderbaum, William S. Harwin
<span title="">2017</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ns6n67hhmzelrk7l7sjptm7kz4" style="color: black;">Medical Engineering and Physics</a> </i> &nbsp;
Information gathered by monitoring physiological, behavioural, and social aspects of our lives, can be used to achieve a positive impact on quality of life, health, and well-being.  ...  This paper is intended to provide a short overview of data fusion techniques and algorithms that can be used to interpret wearable sensor data in the context of health monitoring applications.  ...  [13] to investigate the estimation of daily energy expenditure using a wrist-worn accelerometer, the acceptability of wearing the device on the hip or wrist was also examined.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.medengphy.2016.12.011">doi:10.1016/j.medengphy.2016.12.011</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/28237714">pmid:28237714</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mqllh4yagnhgdn7vs4zcoqzkim">fatcat:mqllh4yagnhgdn7vs4zcoqzkim</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190428224036/http://centaur.reading.ac.uk/68569/8/1-s2.0-S1350453317300152.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/82/c4/82c48db819538f83d553445f83ab2fda3ab4b886.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.medengphy.2016.12.011"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> elsevier.com </button> </a>

Chest-Worn Inertial Sensors: A Survey of Applications and Methods

Mohammad Hasan Rahmani, Rafael Berkvens, Maarten Weyn
<span title="2021-04-19">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
We discuss the inertial sensors used as well as their placement on the body and their associated validation methods based on the application categories.  ...  AR and posture analysis, cardiopulmonary parameters estimation, voice and swallowing activity detection and other measurements can be approached through chest-worn inertial sensors.  ...  approach (postural control) Razjouyan et al. [37] 3-xl: BioPatch ZephyrLife Midsternum Adhesive patch over skin Posture detection for sleep analysis Reference Sensor Worn on Fixation Application  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s21082875">doi:10.3390/s21082875</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33921900">pmid:33921900</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bj72ucwzpzc7jltaowjcqvgn5e">fatcat:bj72ucwzpzc7jltaowjcqvgn5e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210717050924/https://doc.anet.be/docman/docman.phtml?file=.irua.3ce8cc.178402.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/30/9a/309a06a66b88d8928f24eb588f2f349bf59d55c2.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s21082875"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

HuMOVE: A Low-invasive Wearable Monitoring Platform in Sexual Medicine

Gastone Ciuti, Matteo Nardi, Pietro Valdastri, Arianna Menciassi, Ciro Basile Fasolo, Paolo Dario
<span title="">2014</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cb2hrxxmizdkjoez4r7flf3u2m" style="color: black;">Urology</a> </i> &nbsp;
Number of tables: 1 Keywords: Accelerometer-based platform; activities of daily living; human sexual performance evaluator; sexual assessment monitor; wearable inertial device; premature and delayed ejaculation  ...  Methods: Design, implementation and development of HU-MOVE, a wearable platform equipped with an accelerometer sensor for monitoring inertial parameters for sexual performance assessment and diagnosis.  ...  Acknowledgments The authors would like to acknowledge the contributions of all the candidates in the testing phase of this work and thank N. Funaro, R. Lazzarini and R.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.urology.2014.06.040">doi:10.1016/j.urology.2014.06.040</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/25260456">pmid:25260456</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ivuexk24jrhqzkberfcpeukiqm">fatcat:ivuexk24jrhqzkberfcpeukiqm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722092818/http://eprints.whiterose.ac.uk/105056/1/CIUTI%20et%20al%20MANUSCRIPT_UROLOGY_WITH%20FIGURES.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f4/5c/f45c169f95becc7f16c07ca8be50239ce381f923.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.urology.2014.06.040"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

A Critical Review of Consumer Wearables, Mobile Applications, and Equipment for Providing Biofeedback, Monitoring Stress, and Sleep in Physically Active Populations

Jonathan M. Peake, Graham Kerr, John P. Sullivan
<span title="2018-06-28">2018</span> <i title="Frontiers Media SA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/evju7ot335gbrctgmomg4gg6je" style="color: black;">Frontiers in Physiology</a> </i> &nbsp;
A wide range of smart watches, bands, garments, and patches with embedded sensors, small portable devices and mobile applications now exist to record and provide users with feedback on many different physical  ...  Only 5% of the technologies have been formally validated. Around 10% of technologies have been developed for and used in research.  ...  JP, GK, and JS edited and approved the final version of the manuscript.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fphys.2018.00743">doi:10.3389/fphys.2018.00743</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/30002629">pmid:30002629</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6031746/">pmcid:PMC6031746</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ygtromebafd4dkxu7awileiycy">fatcat:ygtromebafd4dkxu7awileiycy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190227153608/http://pdfs.semanticscholar.org/9227/80d352cf887774d2ed78cd1cfe28884e066b.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/92/27/922780d352cf887774d2ed78cd1cfe28884e066b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fphys.2018.00743"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> frontiersin.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6031746" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>
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