{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,8]],"date-time":"2025-04-08T11:50:24Z","timestamp":1744113024480,"version":"3.28.0"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,3,3]],"date-time":"2023-03-03T00:00:00Z","timestamp":1677801600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,3,3]],"date-time":"2023-03-03T00:00:00Z","timestamp":1677801600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,3,3]]},"DOI":"10.1109\/iccae56788.2023.10111114","type":"proceedings-article","created":{"date-parts":[[2023,5,3]],"date-time":"2023-05-03T14:06:35Z","timestamp":1683122795000},"page":"367-371","source":"Crossref","is-referenced-by-count":3,"title":["A CNN Transfer Learning -Electrocardiogram (ECG) Signal Approach to Predict COVID-19"],"prefix":"10.1109","author":[{"given":"John","family":"Irungu","sequence":"first","affiliation":[{"name":"University of the District of Columbia,Department of Computer Science,Washington DC,United States"}]},{"given":"Timothy","family":"Oladunni","sequence":"additional","affiliation":[{"name":"Morgan State University,Department of Computer Science,Baltimore,MD,United States"}]},{"given":"Max","family":"Denis","sequence":"additional","affiliation":[{"name":"University of the District of Columbia,Department of Biomedical Engineering,Washington DC,United States"}]},{"given":"Esther","family":"Ososanya","sequence":"additional","affiliation":[{"name":"University of District of Columbia,Department of Electrical and Computer Engineering,Washington DC,United States"}]},{"given":"Ruth","family":"Muriithi","sequence":"additional","affiliation":[{"name":"Meltwater School of Technology,Accra,Ghana"}]}],"member":"263","reference":[{"article-title":"Recurrent Neural Networks cheatsheet","year":"2019","author":"afshine amidi","key":"ref13"},{"key":"ref12","article-title":"Understanding binary cross-entropy \/ log loss: a visual explanation","author":"godoy","year":"2018","journal-title":"Towards Data Science"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICDABI51230.2020.9325626"},{"article-title":"A Gentle Introduction to Transfer Learning for Deep Learning","year":"2017","author":"brownie","key":"ref15"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3390\/s22051890"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/DeSE54285.2021.9719358"},{"key":"ref11","article-title":"COV-ECGNET: COVID-19 detection using ECG trace images with deep convolutional neural network","volume":"10","author":"ismael","year":"2022","journal-title":"Health Information Science and Systems"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICAI52203.2021.9445258"},{"key":"ref10","article-title":"COVID-19 Detection Using Deep Learning","author":"mehmet sevi","year":"2020","journal-title":"2020 International Conference on Data Analytics for Business and Industry Way Towards a Sustainable"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3057683"},{"journal-title":"WHO Coronavirus (COVID-19) Dashboard","year":"2022","key":"ref2"},{"key":"ref1","article-title":"EDL-COVID: Ensemble Deep Learning for","volume":"17","author":"w","year":"2021","journal-title":"IEEE Transactions on Industrial Informatics"},{"article-title":"Transfer Learning and Hyper-Tuning","year":"0","author":"core","key":"ref17"},{"article-title":"Gentle Introduction to Transfer Learning for Deep Learning","year":"2019","author":"browniee","key":"ref16"},{"key":"ref19","article-title":"Classification of COVID-19 electrocardiograms by using hexaxial feature mapping","volume":"21","author":"ozdemir ma","year":"2021","journal-title":"PubMed"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9414947"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2818346.2830593"},{"article-title":"Train-Test Split for Evaluating Machine Learning Algorithms","year":"2020","author":"brownlee","key":"ref7"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"611","DOI":"10.1007\/s13244-018-0639-9","article-title":"Convolutional neural networks: an overview and application in radiology","volume":"9","author":"y","year":"2018","journal-title":"Insights into Imaging"},{"key":"ref4","first-page":"1187","article-title":"The recent challenges of highly contagious COVID-19, causing respiratory infections: causing respiratory infections Symptoms, diagnosis, transmission, possible vaccines, animal models, and immunotherapy","volume":"95","author":"rk","year":"2020","journal-title":"PubMed"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"583","DOI":"10.1038\/s41591-022-01689-3","article-title":"Long-term cardiovascular outcomes of COVID-19","volume":"28","author":"e","year":"2022","journal-title":"Nature Medicine"},{"article-title":"ECG Images dataset of Cardiac and COVID-19 Patients","year":"2020","author":"khan","key":"ref6"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.dib.2021.106762"}],"event":{"name":"2023 15th International Conference on Computer and Automation Engineering (ICCAE)","start":{"date-parts":[[2023,3,3]]},"location":"Sydney, Australia","end":{"date-parts":[[2023,3,5]]}},"container-title":["2023 15th International Conference on Computer and Automation Engineering (ICCAE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10111091\/10111098\/10111114.pdf?arnumber=10111114","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,22]],"date-time":"2023-05-22T13:41:50Z","timestamp":1684762910000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10111114\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,3,3]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/iccae56788.2023.10111114","relation":{},"subject":[],"published":{"date-parts":[[2023,3,3]]}}}