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Multi-purpose ECG telemetry system

Mohamed Marouf, Goran Vukomanovic, Lazar Saranovac, Miroslav Bozic
<span title="2017-06-19">2017</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/u2ij72rn4fgcljv3o6um2aiwge" style="color: black;">BioMedical Engineering OnLine</a> </i> &nbsp;
In the validation phase, a sample of validation signals followed peer review process wherein two experts annotated the signals in terms of signal acceptability for diagnosis.We found that 96% of signals  ...  Recording of an ECG signal was performed for 391 patients using a standard 12-leads golden standard ECG and the proposed patient-activated short-term post-event recorder.  ...  Ethics approval and consent to participate Written informed consent was obtained from all of the participants after they were provided with a complete description of the study.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12938-017-0371-6">doi:10.1186/s12938-017-0371-6</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/28629374">pmid:28629374</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC5477096/">pmcid:PMC5477096</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xlatijiy4vcbvdlmufhy6pvzde">fatcat:xlatijiy4vcbvdlmufhy6pvzde</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721122215/https://biomedical-engineering-online.biomedcentral.com/track/pdf/10.1186/s12938-017-0371-6?site=biomedical-engineering-online.biomedcentral.com" 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/59/e3/59e30ca47910796063a474b38d9730b36a51e7c1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/s12938-017-0371-6"> <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/PMC5477096" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Robust Assessment of Photoplethysmogram Signal Quality in the Presence of Atrial Fibrillation

Tania Pereira, Kais Gadhoumi, Mitchell Ma, Rene Colorado, Kevin J Keenan, Karl Meisel, Xiao Hu
<span title="2018-12-30">2018</span> <i title="Computing in Cardiology"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/5mzljmmf35bjpkflvspaktlkqi" style="color: black;">2018 Computing in Cardiology Conference (CinC)</a> </i> &nbsp;
Second, we present a novel SVM-based classifier for PPG quality assessment in 30s-long segments of PPG records extracted from pulse oximetry data of 13 stroke patients admitted to the UCSF medical center  ...  In this work, we first test the performance of few algorithms from the body of methods reported in literature using a dataset of PPG records with AFib, and demonstrate their limitation.  ...  AFib can occur occasionally and with short duration, a long-term ECG monitoring has been used for the diagnosis.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22489/cinc.2018.254">doi:10.22489/cinc.2018.254</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cinc/PereiraGMCKMH18.html">dblp:conf/cinc/PereiraGMCKMH18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bg45vcacfbcdrgeb7orgukbz4q">fatcat:bg45vcacfbcdrgeb7orgukbz4q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200319025737/http://www.cinc.org/archives/2018/pdf/CinC2018-254.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/2b/1e/2b1eee8db0204a8fa83abdb1d5dcd4bdd836b180.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22489/cinc.2018.254"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Independent Component Analysis Methods to Improve Electrocardiogram Patterns Recognition in the Presence of Non-Trivial Artifacts

Mohammad Sarfraz, Francis F. Li, Ateeq A. Khan
<span title="">2015</span> <i title="EJournal Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2wpwxqeqwfflpj467yv4vu4424" style="color: black;">Journal of Medical and Bioengineering</a> </i> &nbsp;
Independent component analysis (ICA) is considered as a new technique suitable for the separation and removal of diverse noises independent of ECG signals.  ...  This paper first proposes the application of independent component analysis to ECG signal pre-processing and then compares the performances of two major types of ICAs namely Infomax and Fast ICAs in ECG  ...  INTRODUCTION Electrocardiogram (ECG) is a common clinical diagnostic tool and its use has extended to long-term and on-site monitoring of many cardiac conditions and diseases.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12720/jomb.4.3.221-226">doi:10.12720/jomb.4.3.221-226</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tacfmqjiefazncktzfxmqmhrra">fatcat:tacfmqjiefazncktzfxmqmhrra</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200320180330/http://www.jomb.org/uploadfile/2014/0910/20140910113610372.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/cf/14/cf146236f33e8552ad8442f736d254f56a3d489a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12720/jomb.4.3.221-226"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Annotated real and synthetic datasets for non-invasive foetal electrocardiography post-processing benchmarking

Giulia Baldazzi, Eleonora Sulas, Monica Urru, Roberto Tumbarello, Luigi Raffo, Danilo Pani
<span title="2020-10-10">2020</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/jnnrbmr2kvhx5mwkit5ofwyjcy" style="color: black;">Data in Brief</a> </i> &nbsp;
The raw recordings were also included for the researchers interested in applying a different fECG extraction algorithm.  ...  Even after powerful fECG extraction algorithms, a post-processing step could be required to improve the SNR of the fECG signal.  ...  Roberto Tumbarello, Division of Paediatric Cardiology, AOB Hospital (Cagliari, Italy), for their support.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.dib.2020.106399">doi:10.1016/j.dib.2020.106399</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33102661">pmid:33102661</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7575785/">pmcid:PMC7575785</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/of7h3qtlvffxbg2vvp4bqrd5zi">fatcat:of7h3qtlvffxbg2vvp4bqrd5zi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210527043243/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC7575785&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/50/c0/50c07d9b18737250e512fb8335836ec839b8f81c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.dib.2020.106399"> <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/PMC7575785" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Classification of holter registers by dynamic clustering using multi-dimensional particle swarm optimization

S Kiranyaz, T Ince, J Pulkkinen, M Gabbouj
<span title="">2010</span> <i title="IEEE"> 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology </i> &nbsp;
Based on these techniques we then present a novel and personalized long-term ECG classification system, which addresses the problem of labeling the beats within a long-term ECG signal, known as Holter  ...  The selection of the right master key-beats is the key factor for achieving a highly accurate classification and the proposed systematic approach produced results that were consistent with the manual labels  ...  The database contains annotation for both timing information and beat class information manually reviewed by independent experts.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iembs.2010.5626423">doi:10.1109/iembs.2010.5626423</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/21096010">pmid:21096010</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4365vedblbhw5gloli577ksk5e">fatcat:4365vedblbhw5gloli577ksk5e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170921225132/http://www.cs.tut.fi/%7Emoncef/publications/classification-of-hotler-EMBS-2010.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/be/ea/beea671498932a933ecd65cf4ae5b4c2869c85d1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/iembs.2010.5626423"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Evaluation of the fetal QT interval using non-invasive fetal ECG technology

Joachim Behar, Tingting Zhu, Julien Oster, Alisa Niksch, Douglas Y Mah, Terrence Chun, James Greenberg, Cassandre Tanner, Jessica Harrop, Reza Sameni, Jay Ward, Adam J Wolfberg (+1 others)
<span title="2016-08-02">2016</span> <i title="IOP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zfrt37p46zhmphdl5ewabqthru" style="color: black;">Physiological Measurement</a> </i> &nbsp;
A total of 105 one-minute epochs were selected for analysis. Three pediatric electrophysiologists independently annotated individual waveforms and averaged waveforms from each epoch.  ...  getting reference annotations and evaluating the accuracy of segmentation algorithms.  ...  Contact: awolfberg@tuftsmedicalcenter.org Acknowledgements The authors are grateful to Frank Boehm, MD, Curt Cetrulo, MD, and Jeff Ecker, MD, for their assistance interpreting our fetal heart tracings  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/0967-3334/37/9/1392">doi:10.1088/0967-3334/37/9/1392</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/27480078">pmid:27480078</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zvhpmubufjboxm4fikbyxh32sy">fatcat:zvhpmubufjboxm4fikbyxh32sy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190302115606/http://pdfs.semanticscholar.org/9bb3/ba79591bfcfea1606115aedeada2c0717a9b.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/9b/b3/9bb3ba79591bfcfea1606115aedeada2c0717a9b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/0967-3334/37/9/1392"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> iop.org </button> </a>

pyAudioAnalysis: An Open-Source Python Library for Audio Signal Analysis

Theodoros Giannakopoulos, Gianni Pavan
<span title="2015-12-11">2015</span> <i title="Public Library of Science (PLoS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s3gm7274mfe6fcs7e3jterqlri" style="color: black;">PLoS ONE</a> </i> &nbsp;
This paper presents pyAudioAnalysis, an open-source Python library that provides a wide range of audio analysis procedures including: feature extraction, classification of audio signals, supervised and  ...  for home automations and surveillance systems, speech recognition, music information retrieval, multimodal analysis (e.g. audio-visual analysis of online videos for content-based recommendation), etc.  ...  Acknowledgments This project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 643892.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0144610">doi:10.1371/journal.pone.0144610</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26656189">pmid:26656189</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4676707/">pmcid:PMC4676707</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bvzjmyvmzjdflgvxddvkvhvg4e">fatcat:bvzjmyvmzjdflgvxddvkvhvg4e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171011105537/http://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0144610&amp;type=printable" 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/7c/98/7c9856d190cf1fd2e8a54091f5bb4ac89db6202a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0144610"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> plos.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4676707" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Probabilistic Source Separation for Robust Fetal Electrocardiography

Rik Vullings, Massimo Mischi
<span title="">2013</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xytabl7eh5a5lle2ofnetovd7u" style="color: black;">Computational and Mathematical Methods in Medicine</a> </i> &nbsp;
Blind source separation (BSS) techniques are widely used to extract signals of interest from a mixture with other signals, such as extracting fetal electrocardiogram (ECG) signals from noninvasive recordings  ...  Particularly for fetal ECG signals, knowledge on the mixing is available based on the origin and propagation properties of these signals.  ...  Figure 5 : 5 The upper plot shows a recorded and annotated fetal ECG signal.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2013/109756">doi:10.1155/2013/109756</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/24363776">pmid:24363776</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3864150/">pmcid:PMC3864150</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6yxofgzc6zgplpqq7gtmrakq5u">fatcat:6yxofgzc6zgplpqq7gtmrakq5u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190217121601/https://pure.tue.nl/ws/files/3979409/589619038282608.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/cf/f9/cff9a487dd5d5dbcb3058ffee42ae2cd9a7a84aa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2013/109756"> <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/PMC3864150" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Automatic Detection for Multi-Labeled Cardiac Arrhythmia Based on Frame Blocking Preprocessing and Residual Networks

Zicong Li, Henggui Zhang
<span title="2021-03-19">2021</span> <i title="Frontiers Media SA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/dyhiozglrzgszfrxloytlygd7u" style="color: black;">Frontiers in Cardiovascular Medicine</a> </i> &nbsp;
components: (i) a preprocessing component that utilizes the frame blocking method to split an ECG recording into frames with a uniform length for all considered ECG recordings; and (ii) a binary classifier  ...  based on ResNet, which is combined with the attention-based bidirectional long-short term memory model.Result: The developed algorithm was trained and tested on ECG data of nine types of cardiac states  ...  Attention-Based Bidirectional Long Short-Term Memory In the proposed model, the residual blocks primarily focus on extracting features from ECG signals, and the attentionbased BiLSTM structure focuses  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fcvm.2021.616585">doi:10.3389/fcvm.2021.616585</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33816573">pmid:33816573</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8017170/">pmcid:PMC8017170</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xzg2rxrxkjhv5lhoiknhpl3r6m">fatcat:xzg2rxrxkjhv5lhoiknhpl3r6m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210327202251/https://fjfsdata01prod.blob.core.windows.net/articles/files/616585/pubmed-zip/.versions/1/.package-entries/fcvm-08-616585/fcvm-08-616585.pdf?sv=2018-03-28&amp;sr=b&amp;sig=ibkR5xX0AAGykq%2F%2BCobE0AWJv%2Fi%2FLsiw%2BBwosd6AAeQ%3D&amp;se=2021-03-27T20%3A23%3A20Z&amp;sp=r&amp;rscd=attachment%3B%20filename%2A%3DUTF-8%27%27fcvm-08-616585.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/dc/9c/dc9c63edd38d2a9c3688f5b2e60ac8c2d63c1f24.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fcvm.2021.616585"> <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/PMC8017170" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Emotion Recognition from ECG Signals Using Wavelet Scattering and Machine Learning

Axel Sepúlveda, Francisco Castillo, Carlos Palma, Maria Rodriguez-Fernandez
<span title="2021-05-27">2021</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/smrngspzhzce7dy6ofycrfxbim" style="color: black;">Applied Sciences</a> </i> &nbsp;
The results show that the proposed algorithm for extracting features and classifying the signals obtains an accuracy of 88.8% in the valence dimension, 90.2% in arousal, and 95.3% in a two-dimensional  ...  Features of the ECG signal are extracted from the AMIGOS database using a wavelet scattering algorithm that allows obtaining features of the signal at different time scales, which are then used as inputs  ...  and extracts a vector of 210 scattering coefficients for each of the 5 scattered windows of each signal.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app11114945">doi:10.3390/app11114945</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/e6ekcjeuubbx5j6rizyonh3uri">fatcat:e6ekcjeuubbx5j6rizyonh3uri</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210617040417/https://res.mdpi.com/d_attachment/applsci/applsci-11-04945/article_deploy/applsci-11-04945.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/d1/0b/d10b45bad573605b05784c8d0a7ab66d7a609788.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/app11114945"> <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>

Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture

Alison O'Shea, Gordon Lightbody, Geraldine Boylan, Andriy Temko
<span title="2019-11-30">2020</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oml24fsyizfuhn3rn5np75ubdi" style="color: black;">Neural Networks</a> </i> &nbsp;
The system performance is assessed on a large database of continuous EEG recordings of 834h in duration; this is further validated on a held-out publicly available dataset and compared with two baseline  ...  The developed system achieves a 56% relative improvement with respect to a feature-based state-of-the art baseline, reaching an AUC of 98.5%; this also compares favourably both in terms of performance  ...  No two neonatal electro-encephalographers will annotate long-term EEG recordings with 100% agreement.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.neunet.2019.11.023">doi:10.1016/j.neunet.2019.11.023</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31821947">pmid:31821947</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/t4gskbbdzvb27og2gnq2itmwby">fatcat:t4gskbbdzvb27og2gnq2itmwby</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210601180237/https://arxiv.org/ftp/arxiv/papers/2105/2105.13854.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/bc/e2/bce27a5474c066bbc2344252f177a7d86edf8fb9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.neunet.2019.11.023"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

A reconstructed phase space approach for distinguishing ischemic from non-ischemic ST changes using Holter ECG data

M.W. Zimmerman, R.J. Povinelli, M.T. Johnson, K.M. Ropella
<span title="">2003</span> <i title="IEEE"> Computers in Cardiology, 2003 </i> &nbsp;
A method for the classification of ST events through the use of reconstructed phase spaces of the ECG signal is proposed.  ...  The ST segment and T wave of each of these beats is embedded in a phase space and then modelled and classified through the use of Gaussian Mixture Models (GMM).  ...  Algorithm design The proposed algorithm extracts data from the Long-Term ST Database by first extracting the J-Points. This is first done using the provided 16 beat averaged annotation files.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cic.2003.1291136">doi:10.1109/cic.2003.1291136</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eebtqsppkncfrgw3ncsiik7g3q">fatcat:eebtqsppkncfrgw3ncsiik7g3q</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20051031052358/http://povinelli.eece.mu.edu:80/publications/papers/cinc2003b.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/5c/9a/5c9a0acd5bcd3925e932fac1ead09be77fde6245.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cic.2003.1291136"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Signal quality measure for pulsatile physiological signals using morphological features: Applications in reliability measure for pulse oximetry

Elyas Sabeti, Narathip Reamaroon, Michael Mathis, Jonathan Gryak, Michael Sjoding, Kayvan Najarian
<span title="2019-08-18">2019</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vusydvbzgfck3ik2qu2c5h4zea" style="color: black;">Informatics in Medicine Unlocked</a> </i> &nbsp;
These signals were independently annotated for signal quality by two clinicians, with the union of their annotations used as the ground-truth.  ...  Similar to any physiological signal recorded in a clinical setting, the utilized dataset is also unbalanced in favor of good quality segments.  ...  Karlen and his team for sharing (publicly available) the CapnoBase (CB) dataset and the annotations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.imu.2019.100222">doi:10.1016/j.imu.2019.100222</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/32864419">pmid:32864419</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7453727/">pmcid:PMC7453727</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rykwvjmqdngkjdfgrwk4oiilu4">fatcat:rykwvjmqdngkjdfgrwk4oiilu4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210525044241/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC7453727&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/5d/6d/5d6d12b06984a80bc97415981d8e1ec4c8af2fec.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.imu.2019.100222"> <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/PMC7453727" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Robust detection of heart beats in multimodal data

Ikaro Silva, Benjamin Moody, Joachim Behar, Alistair Johnson, Julien Oster, Gari D Clifford, George B Moody
<span title="2015-07-28">2015</span> <i title="IOP Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zfrt37p46zhmphdl5ewabqthru" style="color: black;">Physiological Measurement</a> </i> &nbsp;
Our major focus was to accelerate the development and facilitate the comparison of robust methods for locating heart beats in long-term multi-channel recordings.  ...  A public (training) database consisting of 151,032 annotated beats was compiled from records that contained ECGs as well as pulsatile signals that directly reflect cardiac activity, and other signals that  ...  Their algorithm made use of previously published signal quality indices for ECG and ABP in order to decide whether the physiological information extracted from these biosignals were reliable.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/0967-3334/36/8/1629">doi:10.1088/0967-3334/36/8/1629</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/26217894">pmid:26217894</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4668947/">pmcid:PMC4668947</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4pkvsehmi5gaznd37bxfg7xcfi">fatcat:4pkvsehmi5gaznd37bxfg7xcfi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200210111518/http://europepmc.org/backend/ptpmcrender.fcgi?accid=PMC4668947&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/62/86/6286959819c9ac9032a569f90e765b46509bf21f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1088/0967-3334/36/8/1629"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> iop.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4668947" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

The TUH EEG CORPUS: A big data resource for automated EEG interpretation

A. Harati, S. Lopez, I. Obeid, J. Picone, M. P. Jacobson, S. Tobochnik
<span title="">2014</span> <i title="IEEE"> 2014 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) </i> &nbsp;
For the first time, there is a sufficient amount of data to support the application of state of the art machine learning algorithms.  ...  This corpus consists of over 25,000 EEG studies, and includes a neurologist's interpretation of the test, a brief patient medical history and demographic information about the patient such as gender and  ...  The tradeoff between false alarms and correct detections is depicted for a baseline system on the TUH EEEG Corpus. A system with a low false alarm rate is much preferred over a high detection rate.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/spmb.2014.7002953">doi:10.1109/spmb.2014.7002953</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2coaxzwsy5fbhovbyaksmvz3hy">fatcat:2coaxzwsy5fbhovbyaksmvz3hy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808055127/https://www.isip.piconepress.com/conferences/ieee_spmb/2014/papers/l01_05.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/30/39/3039af7a36db9656da349edbb7388de525fea702.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/spmb.2014.7002953"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>
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