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A Wearable Device for Online and Long-Term ECG Monitoring

Marco Longoni, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Marco Pessione, Giacomo Boracchi
<span title="">2018</span> <i title="International Joint Conferences on Artificial Intelligence Organization"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vfwwmrihanevtjbbkti2kc3nke" style="color: black;">Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence</a> </i> &nbsp;
We present a prototype wearable device able to perform online and long-term monitoring of ECG signals, and detect anomalous heartbeats such as arrhythmias.  ...  Perhaps surprisingly, dictionary adaptation can be successfully performed by transformations that are user-independent and learned from large datasets of ECG signals.  ...  ECG Monitoring Algorithms In what follows we describe the algorithms we designed to perform ECG monitoring on the Bio2Bit-Dongle.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24963/ijcai.2018/855">doi:10.24963/ijcai.2018/855</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ijcai/LongoniCRFPB18.html">dblp:conf/ijcai/LongoniCRFPB18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zgci7pysebehvmwbuhp4k2rkhe">fatcat:zgci7pysebehvmwbuhp4k2rkhe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190226174515/http://pdfs.semanticscholar.org/70d3/5f054353b449948f5ffd2fdfaf3ab76d4e9a.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/70/d3/70d35f054353b449948f5ffd2fdfaf3ab76d4e9a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.24963/ijcai.2018/855"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Cell phone based ECG monitoring: Old wine in new bottle, or something better?

Aparna Jaswal, Anil Saxena
<span title="2020-03-07">2020</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/i7cuaan6b5gipax3cbzqc2473i" style="color: black;">Indian Pacing and Electrophysiology Journal</a> </i> &nbsp;
Cell phone based ECG monitoring: Old wine in new bottle, or something better? "You never change things by fighting the existing reality.  ...  the accuracy and reliability of these devices is still sparse.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ipej.2020.03.002">doi:10.1016/j.ipej.2020.03.002</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32156638">pmid:32156638</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7082672/">pmcid:PMC7082672</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5vob5uxe4fhj7bkng67pexwiye">fatcat:5vob5uxe4fhj7bkng67pexwiye</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200308025721/https://pdf.sciencedirectassets.com/313515/AIP/1-s2.0-S0972629220300206/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjENr%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJHMEUCIF9YVnOCm4n0w%2BrgFJ%2FQOsAbtO5zM9TftBfLAKoGpEmxAiEA%2BfynvBjB0YCYzNf%2BFIdgqt6KwtXpl0GJ3jMogp4XORwqvQMIs%2F%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FARACGgwwNTkwMDM1NDY4NjUiDBiprNVVasxzzjp2XyqRA%2Fugsjv1PqADGjqdTH1thpA5t9DaYfjwNegMdOkq7V9Vfeur3KOqrDf%2BxHkwwUWPZOB%2F7CblyBDzI1xlZ%2BUxPqR1rs0MiYEg6a2O6ZRSddl0rwRwfY3mjZc3TKwo5dOLyoLYd6TI4bRayvFoBQp3V0htMLm7%2FQBPM7MY%2FrGM3H3M0z7vE01l4HW67uYZrDT7IAFrEWiqdxSU4yBinMzcIl0KEaoQlnpCRZaem1RYxtxHcwE7yu1K3P%2FoOx%2F3q56RgLpZHegnYqHz1KEQ7zf%2F%2B%2Beu7PewBVVgmLEToTXcOWwMD5TGOD4qmezglJ%2FJreSDfp2yre4NT7DH2FPqli0ykGcy%2B0dJvgWaNt7%2BNzmpXhtVWpPO46A%2FnYjIjO2vXMyUPLJ4dYvfLnOPXKy7VlQXxDXTTMkjW19Cfb1LfiPwgOYv%2BLDOvaQmmUXe1eFkjPcvZrpPB92gyVc3r6dxgIxaSQCoiMzTad4tcBB4c8eMeGLtGw0hiNtoru5H7XfdVntFmMmRJlm%2FkhSOtFY5dxIyfbknMJ%2BjkfMFOusBsMLOaoJYKpTgskRJ6EccCASyJrIVGHRv5lNyOA2QERNLu2ANHHY0wOKZlxVq4qL57ybdjcZTuOcTg%2FNSFLsSe%2BLUYkRpuLLEv12%2Ffbww4Ea%2B0C%2BGkLK0pdzTj9ZkUjFdDM%2B9BtEf7%2FDdIojkfie7u2RAvcWCJg7KzQ%2FWgYgyUtx8IDFQSQ0EAnGaXKZUO2oTxs2EI8h4YokXEKOUUa7UEfFcKj0m3BocBT8N%2Bgxed7M9ZtXUHIES4mG%2BPyP5awSuljLFbKeAIWAPeFZzFXv8B5esrhlPthKHk7339hW%2FRPdrbxFJViwtJ54G2Q%3D%3D&amp;X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Date=20200308T025715Z&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Expires=300&amp;X-Amz-Credential=ASIAQ3PHCVTYQI3ENN6W%2F20200308%2Fus-east-1%2Fs3%2Faws4_request&amp;X-Amz-Signature=94a51d2a43aae0c61ccaf941a8b521726a43c371caefef9f4bbcee0c5ce5bfc8&amp;hash=803056f17352ad3ae8dd2c479471a599ec111b2bf2e81c9404ec4a5f5a9078b5&amp;host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&amp;pii=S0972629220300206&amp;tid=spdf-94433b3f-ead9-4d37-8731-ac5f04ed1089&amp;sid=3c44ade65059914a53681d316f42275c2851gxrqa&amp;type=client" 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/d8/1d/d81d41fbc8c0fef1234ff232840a77b40a02cdf7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.ipej.2020.03.002"> <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/PMC7082672" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Preprocessing Techniques and Area Estimation of ECG from a Wireless ECG Patch

G Sai Phani Kumar, VV Sajith Variyar, KP Soman
<span title="">2019</span> <i title="IOP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/wxgp7pobnrfetfizidmpebi4qy" style="color: black;">Journal of Physics, Conference Series</a> </i> &nbsp;
This is principally motivated by increasing aid prices and propelled by recent technological advances in miniature bio sensing devices, electronics, and wireless communications.  ...  This paper tries to comprehensively review and experiment economical and strong strategies for machine driven ECG pre-processing and delineation for ECG information from a wearable device named WiPoint  ...  vital signs including the electrocardiogram (ECG), wearable health monitoring is an emerging technology for stable monitoring.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1742-6596/1362/1/012107">doi:10.1088/1742-6596/1362/1/012107</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ywmn66ywbja6dp4tii7xldjeze">fatcat:ywmn66ywbja6dp4tii7xldjeze</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191117025806/https://iopscience.iop.org/article/10.1088/1742-6596/1362/1/012107/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/8c/f4/8cf429d8c2768e44e02a8ab96e58ddbd50111093.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/1742-6596/1362/1/012107"> <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>

A Fast and Robust Non-Sparse Signal Recovery Algorithm for Wearable ECG Telemonitoring Using ADMM-Based Block Sparse Bayesian Learning

Yunfei Cheng, Yalan Ye, Mengshu Hou, Wenwen He, Yunxia Li, Xuesong Deng
<span title="2018-06-23">2018</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/taedaf6aozg7vitz5dpgkojane" style="color: black;">Sensors</a> </i> &nbsp;
In this paper, we proposed a fast and robust non-sparse signal recovery algorithm for wearable ECG telemonitoring.  ...  However, ECG signals in WBAN are usually non-sparse, and most traditional compressed sensing recovery algorithms have difficulty recovering non-sparse signals.  ...  Figure 3 . 3 Devices of a wearable ECG collecting system.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s18072021">doi:10.3390/s18072021</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/29937512">pmid:29937512</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6069014/">pmcid:PMC6069014</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/z53qhiyn7fgalc5epzxbsyfocm">fatcat:z53qhiyn7fgalc5epzxbsyfocm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190309071709/http://pdfs.semanticscholar.org/f562/f9773de17b1d3f0723f8c1a4105ca8608a9e.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/f5/62/f562f9773de17b1d3f0723f8c1a4105ca8608a9e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/s18072021"> <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/PMC6069014" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Atrial Fibrillation Detection Directly from Compressed ECG with the Prior of Measurement Matrix

Yunfei Cheng, Ying Hu, Mengshu Hou, Tongjie Pan, Wenwen He, Yalan Ye
<span title="2020-09-10">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dmr4kpn2yreovpdxpdiqtjcrnu" style="color: black;">Information</a> </i> &nbsp;
In the wearable health monitoring based on compressed sensing, atrial fibrillation detection directly from the compressed ECG can effectively reduce the time cost of data processing rather than classification  ...  Therefore, the proposed method is promising for atrial fibrillation detection in wearable health monitoring based on compressed sensing.  ...  In a wearable health monitoring system based on compressed sensing, after the compressed ECG data are collected and transmitted to the remote devices, the original ECG signal is usually reconstructed first  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/info11090436">doi:10.3390/info11090436</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ev4tprmcdzfqred5wk5kbbm57e">fatcat:ev4tprmcdzfqred5wk5kbbm57e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200925180105/https://res.mdpi.com/d_attachment/information/information-11-00436/article_deploy/information-11-00436.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/d6/1b/d61b6a547fe2693e46ede6e49189a0a23330f467.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/info11090436"> <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>

Deterministic Compressed Domain Analysis ofMulti-channel ECG Measurements [article]

Dipayan Mitra, Sreeraman Rajan
<span title="2020-02-23">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Therefore, in this paper, ECG analysis is carried out in the compressed domain without resorting to reconstruction.  ...  Compressive sensing has been proposed in the literature for obtaining continuous ECG measurements as it provides advantages including a reduced number of measurements, reduced power consumption and bandwidth  ...  Internets of things (IoT) enabled Wearable sensor technology along with wireless body area networks (WBANs) offer continuous and real time ECG monitoring by continuously transmitting the acquired ECG measurements  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2002.09851v1">arXiv:2002.09851v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xnh2lb7id5h3hewa5zeyuyp2ja">fatcat:xnh2lb7id5h3hewa5zeyuyp2ja</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321204219/https://arxiv.org/pdf/2002.09851v1.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] </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2002.09851v1" 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>

Heterogeneous Error-Resilient Scheme for Spectral Analysis in Ultra-Low Power Wearable Electrocardiogram Devices

Soumya Basu, P. Garcia del Valle, Georgios Karakonstantis, Giovanni Ansaloni, David Atienza
<span title="">2015</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/k4pq3zhykrd3hdhey2qhybwinu" style="color: black;">2015 IEEE Computer Society Annual Symposium on VLSI</a> </i> &nbsp;
service of ultra-low power wearable electrocardiogram (ECG) devices.  ...  The proposed heterogeneous error protection scheme in real ECG signals allows substantial energy savings (11% in wearable devices) compared to state-of-the-art approaches, like ECC, in which the whole  ...  INTRODUCTION AND MOTIVATION The emergence of wearable devices for long-term acquisition of cardiac signals (electrocardiogram or ECG) promises a paradigm shift in the monitoring of chronic heartrelated  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/isvlsi.2015.46">doi:10.1109/isvlsi.2015.46</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/isvlsi/BasuVKAA15.html">dblp:conf/isvlsi/BasuVKAA15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ymszbvjlyjavlfgehkkjv4smei">fatcat:ymszbvjlyjavlfgehkkjv4smei</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922023017/https://infoscience.epfl.ch/record/206154/files/ISVLSI2015-07309578.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/ca/8b/ca8b039cd5742a3fa7454e50937e69c569e5192f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/isvlsi.2015.46"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Deep learning approaches for human activity recognition using wearable technology
Pristupi dubokog učenja za prepoznavanje aktivnosti ljudi primenom odevne tehnologije

Milica Janković, Andrej Savić, Marija Novičić, Mirjana Popović
<span title="">2018</span> <i title="Centre for Evaluation in Education and Science (CEON/CEES)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lw3ppuv4mbhenisvzphkxjqsye" style="color: black;">Medicinski Podmladak</a> </i> &nbsp;
This review shows that deep learning techniques are useful tools for health condition prediction or overall monitoring of data, streamed by wearable systems.  ...  monitoring in clinical or home environments, physical activity assessment of athletes and recreators, baby monitoring in maternity hospitals and homes etc.  ...  Acknowledgement This research was partly supported by the Ministry for Education, Science and Technology Development of Serbia, Belgrade, Serbia (OS 175016).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5937/mp69-18039">doi:10.5937/mp69-18039</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oxomqfuhrncfrlcglqwrqn2one">fatcat:oxomqfuhrncfrlcglqwrqn2one</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190426172308/https://scindeks-clanci.ceon.rs/data/pdf/0369-1527/2018/0369-15271803014J.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/ca/f4/caf4561c7f35e77836ab99a427e209220efb8b7d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5937/mp69-18039"> <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>

Photoplethysmography-Based Heart Rate Monitoring in Physical Activities via Joint Sparse Spectrum Reconstruction

Zhilin Zhang
<span title="">2015</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/nrcoa2vuhjcvfctty6zgus57um" style="color: black;">IEEE Transactions on Biomedical Engineering</a> </i> &nbsp;
Conclusion and Significance: These results show that the method has great potential to be used for PPG-based heart rate monitoring in wearable devices for fitness tracking and health monitoring.  ...  Methods: It jointly estimates spectra of PPG signals and simultaneous acceleration signals, utilizing the multiple measurement vector model in sparse signal recovery.  ...  ACKNOWLEDGEMENT This work was supported in part by Samsung Research America-Dallas.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tbme.2015.2406332">doi:10.1109/tbme.2015.2406332</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26186747">pmid:26186747</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4h7duwffavhcpmnvp6xjytsxha">fatcat:4h7duwffavhcpmnvp6xjytsxha</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200826095105/https://arxiv.org/pdf/1503.00688v1.pdf" title="fulltext PDF download [not primary version]" 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] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/65/5d/655da9ba25340bbe659b24b35cb0a120648331e6.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tbme.2015.2406332"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Recent Progress of Biomedical Processor SoC for Wearable Healthcare Application: A Review

Masahiko YOSHIMOTO, Shintaro IZUMI
<span title="2019-04-01">2019</span> <i title="Institute of Electronics, Information and Communications Engineers (IEICE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/neoe45vc4nf47argcpbjcnw2ay" style="color: black;">IEICE transactions on electronics</a> </i> &nbsp;
This paper surveys advances in biomedical processor SoC technology for healthcare application and reviews state-of-the-art architecture and circuits used in SoC integration.  ...  Particularly, this paper categorizes and describes techniques for improving power efficiency in communication, computation, and sensing.  ...  Acknowledgments This paper is based on results obtained from a project commissioned by the New Energy and Industrial Technology Development Organization (NEDO).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1587/transele.2018cdi0001">doi:10.1587/transele.2018cdi0001</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sdpqcnmt5zejfdr3bmjh2jx6yi">fatcat:sdpqcnmt5zejfdr3bmjh2jx6yi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190504184333/https://www.jstage.jst.go.jp/article/transele/E102.C/4/E102.C_2018CDI0001/_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/f6/1a/f61ab676a2a551350cec8d788b2c26951545666a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1587/transele.2018cdi0001"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Anomaly detection‐based intelligent computing in internet of things and network applications

Fa Zhu, Rajan Shankaran, Bin Zhao, Yongbin Zhao, Yining Gang, Xingchi Chen
<span title="">2021</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qtl3kjm3l5f4fayo2qubpvvvyi" style="color: black;">Internet Technology Letters</a> </i> &nbsp;
MOTIVATION With the popularization of smart and Internet of Things (IoT) devices, a tremendous amount of data is being produced by devices distributed everywhere on the globe.  ...  Such systems typically only use relatively a small amount of samples to train a goal-oriented model which could be heavily affected by minor anomalies.  ...  The framework first utilize wearable device to collect ECG signal, then remove the noises in collected ECG signal, lastly learn a WOC-SVM model by using denoised signals.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/itl2.293">doi:10.1002/itl2.293</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wa7rfulktjdxlacscv545w74ya">fatcat:wa7rfulktjdxlacscv545w74ya</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210718071311/https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/itl2.293" 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/fd/fd/fdfd60aa9fc4d6950e462b68c1e14696061141bc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1002/itl2.293"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> wiley.com </button> </a>

Wearable Measurement of ECG Signals Based on Smart Clothing

Ming Li, Wei Xiong, Yongjian Li
<span title="2020-01-18">2020</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ln45xhi4ybgj3ewra3qnilaxdi" style="color: black;">International Journal of Telemedicine and Applications</a> </i> &nbsp;
In this paper, a novel wearable measurement of ECG signals is proposed. There are only three ECG textile electrodes knitted into the fabric of smart clothing.  ...  The results show that position 12 in the lower right and position 11 in the upper left of the human body are the best for the two electrodes to measure ECG signals, and the presented wearable measurement  ...  Arun and Alexander in [6] developed a weighted portable ECG monitoring device that used capacitive coupled electrodes embedded in an armband and could send the ECG signals obtained to a mobile phone  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2020/6329360">doi:10.1155/2020/6329360</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32395127">pmid:32395127</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7201832/">pmcid:PMC7201832</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2rilsgwuf5fdflch2jmmu4nrmm">fatcat:2rilsgwuf5fdflch2jmmu4nrmm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200213082438/http://downloads.hindawi.com/journals/ijta/2020/6329360.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/bb/0b/bb0b6c7dc4ff969a7388bc09dffa36abb2a7f359.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2020/6329360"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7201832" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Learning and Adaptation to Detect Changes and Anomalies in High-Dimensional Data [chapter]

Diego Carrera
<span title="2019-10-01">2019</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zyy6kuygpzdmnd6flhiyagirsu" style="color: black;">SpringerBriefs in Applied Sciences and Technology</a> </i> &nbsp;
In the second part, we focus on data having complex structure and we adopt dictionaries yielding sparse representations to model normal data.  ...  However, several challenges have to be addressed to make this approach effective in real world scenarios, where acquired data are often characterized by high dimension and feature complex structures (such  ...  The second scenario we consider is the online and long-term monitoring of ECG signals using wearable devices.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-32094-2_5">doi:10.1007/978-3-030-32094-2_5</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/aeytrwc4iraojjwxo4eydjbgse">fatcat:aeytrwc4iraojjwxo4eydjbgse</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200326101131/https://link.springer.com/content/pdf/10.1007%2F978-3-030-32094-2_5.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/87/b3/87b3b7c9426d055a5d445b683f59ed6f475fd62a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-030-32094-2_5"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Data assimilation and multisource decision-making in systems biology based on unobtrusive Internet-of-Things devices

Wei-Hua Tang, Wen-Hsien Ho, Yenming J Chen
<span title="2018-11-06">2018</span> <i title="Springer (Biomed Central Ltd.)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/u2ij72rn4fgcljv3o6um2aiwge" style="color: black;">BioMedical Engineering OnLine</a> </i> &nbsp;
Based on the monitoring objectives of IoT devices, researchers have gradually developed ambulant, wearable, noninvasive, unobtrusive, low-cost, and pervasive monitoring devices with data assimilation methods  ...  A wearable device based on Internet of Things (IoT) must be unobtrusive to the human body to encourage users to accept continuous monitoring.  ...  Publisher's Note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. Published: 6 November 2018  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12938-018-0574-5">doi:10.1186/s12938-018-0574-5</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/30396337">pmid:30396337</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6218968/">pmcid:PMC6218968</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dwn3n4shazhapiorqnzz4nkzna">fatcat:dwn3n4shazhapiorqnzz4nkzna</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190222150604/http://pdfs.semanticscholar.org/39bb/7de49b98903fa50a1b3881de5352a20bfe88.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/39/bb/39bb7de49b98903fa50a1b3881de5352a20bfe88.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12938-018-0574-5"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6218968" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

H2B

Qi Lin, Weitao Xu, Jun Liu, Abdelwahed Khamis, Wen Hu, Mahbub Hassan, Aruna Seneviratne
<span title="">2019</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qfrbo4m6rzdebheg6mg47klxcy" style="color: black;">Proceedings of the 18th International Conference on Information Processing in Sensor Networks - IPSN &#39;19</a> </i> &nbsp;
We present Heartbeats-2-Bits (H2B), which is a system for securely pairing wearable devices by generating a shared secret key from the skin vibrations caused by heartbeat.  ...  Unfortunately, we also discover that the heartbeat interval signal captured by piezo vibration sensors has low Signal-to-Noise Ratio (SNR) because they are not designed as precision heartbeat monitors,  ...  In current wearable devices, IPI readings are usually sampled by Electrocardiogram (ECG) or Photoplethysmogram (PPG) sensors.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3302506.3310406">doi:10.1145/3302506.3310406</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/ipsn/LinXLKHHS19.html">dblp:conf/ipsn/LinXLKHHS19</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tqt2kiqehvf5hipeihje6e274y">fatcat:tqt2kiqehvf5hipeihje6e274y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200826075235/https://arxiv.org/pdf/1904.00750v1.pdf" title="fulltext PDF download [not primary version]" 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] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/56/08/56087204175d41a122e1dfc836554971da4af9a8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/3302506.3310406"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>
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