{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,23]],"date-time":"2026-06-23T19:09:58Z","timestamp":1782241798620,"version":"3.54.5"},"reference-count":12,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,4,5]],"date-time":"2021-04-05T00:00:00Z","timestamp":1617580800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,4,5]],"date-time":"2021-04-05T00:00:00Z","timestamp":1617580800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-009"},{"start":{"date-parts":[[2021,4,5]],"date-time":"2021-04-05T00:00:00Z","timestamp":1617580800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-001"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,4,5]]},"DOI":"10.1109\/icai52203.2021.9445258","type":"proceedings-article","created":{"date-parts":[[2021,6,4]],"date-time":"2021-06-04T20:48:10Z","timestamp":1622839690000},"page":"182-186","source":"Crossref","is-referenced-by-count":42,"title":["Effect of Image Augmentation on ECG Image Classification using Deep Learning"],"prefix":"10.1109","author":[{"given":"Talha","family":"Anwar","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Seemab","family":"Zakir","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2020.104077"},{"key":"ref3","article-title":"Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms","author":"gupta","year":"2020","journal-title":"European Medical and Biological Engineering Conference"},{"key":"ref10","article-title":"Decoupled Weight Decay Regularization","author":"loshchilov","year":"2018","journal-title":"Internatinal Conference on Learning Representation"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2928017"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"248","DOI":"10.1109\/CVPR.2009.5206848","article-title":"ImageNet: A large-scale hierarchical image database","author":"deng","year":"2009","journal-title":"2009 IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.22489\/CinC.2019.264"},{"key":"ref12","article-title":"Efficientnet: Rethinking model scaling for convolutional neural networks","author":"tan","year":"2019","journal-title":"Proc of the International Conference on Machine Learning (ICML)"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2019.02.016"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIPTEKNO.2019.8895011"},{"key":"ref2","first-page":"1","article-title":"Deep learning based diagnosis of COVID19 using chest CT-scan images","author":"anwar","year":"2020","journal-title":"2020 IEEE 23rd International Multitopic Conference (INMIC)"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.dib.2021.106762"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsx.2020.03.013"}],"event":{"name":"2021 International Conference on Artificial Intelligence (ICAI)","location":"Islamabad, Pakistan","start":{"date-parts":[[2021,4,5]]},"end":{"date-parts":[[2021,4,7]]}},"container-title":["2021 International Conference on Artificial Intelligence (ICAI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9445208\/9445198\/09445258.pdf?arnumber=9445258","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:42:03Z","timestamp":1652197323000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9445258\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,4,5]]},"references-count":12,"URL":"https:\/\/doi.org\/10.1109\/icai52203.2021.9445258","relation":{},"subject":[],"published":{"date-parts":[[2021,4,5]]}}}