{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T17:17:46Z","timestamp":1771953466308,"version":"3.50.1"},"reference-count":29,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,9,19]],"date-time":"2021-09-19T00:00:00Z","timestamp":1632009600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,9,19]],"date-time":"2021-09-19T00:00:00Z","timestamp":1632009600000},"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":[[2021,9,19]]},"DOI":"10.1109\/icip42928.2021.9506097","type":"proceedings-article","created":{"date-parts":[[2021,8,23]],"date-time":"2021-08-23T17:08:41Z","timestamp":1629738521000},"page":"289-293","source":"Crossref","is-referenced-by-count":8,"title":["A Deep Learning Approach for Prediction of IVF Implantation Outcome from Day 3 and Day 5 Time-Lapse Human Embryo Image Sequences"],"prefix":"10.1109","author":[{"given":"Mehryar","family":"Abbasi","sequence":"first","affiliation":[{"name":"Simon Fraser University,School Of Engineering Science,Burnaby,BC,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Parvaneh","family":"Saeedi","sequence":"additional","affiliation":[{"name":"Simon Fraser University,School Of Engineering Science,Burnaby,BC,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jason","family":"Au","sequence":"additional","affiliation":[{"name":"Pacific Centre for Reproductive Medicine,Burnaby,BC,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jon","family":"Havelock","sequence":"additional","affiliation":[{"name":"Pacific Centre for Reproductive Medicine,Burnaby,BC,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.fertnstert.2006.05.037"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-019-0096-y"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1142\/S2661318219500051"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2019.103494"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.5935\/1518-0557.20170043"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.4103\/0366-6999.232808"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1186\/s12884-020-03353-5"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2019.8857002"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/s41598-020-61357-9","article-title":"predicting pregnancy test results after embryo transfer by image feature extraction and analysis using machine learning","volume":"10","author":"chavez-badiola","year":"2020","journal-title":"Scientific Reports"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1002\/rmb2.12284"},{"key":"ref28","year":"0"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1093\/humrep\/17.7.1852"},{"key":"ref27","article-title":"Experimental comparisons of multi-class classifiers","volume":"39","author":"li","year":"2015","journal-title":"Informatica"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"1588","DOI":"10.1093\/humrep\/dew082","article-title":"International committee for monitoring assisted reproductive technologies world report: assisted reproductive technology 2008, 2009 and 2010","volume":"31","author":"dyer","year":"2016","journal-title":"Human Reproduction"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1093\/humrep\/13.10.2869"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1093\/humrep\/16.4.617"},{"key":"ref29","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv preprint arXiv 1412 6980"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.rbmo.2015.09.016"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/S0015-0282(00)00518-5"},{"key":"ref2","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1093\/humupd\/dmv016","article-title":"Infertility around the globe: new thinking on gender, reproductive technologies and global movements in the 21st century","volume":"21","author":"patrizio","year":"2015","journal-title":"Human Reproduction Update"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.rbmo.2012.09.015"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.2174\/1874120701004010170"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1093\/humrep\/dez064"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.theriogenology.2020.10.031"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3109\/9780203089712"},{"key":"ref24","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"ioffe","year":"2015","journal-title":"arXiv preprint arXiv 1502 03167"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/S0015-0282(99)00565-8"},{"key":"ref26","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"Journal of Machine Learning Research"},{"key":"ref25","article-title":"Deep learning using rectified linear units(ReLU)","author":"agarap","year":"2018","journal-title":"arXiv preprint arXiv 1803 08375"}],"event":{"name":"2021 IEEE International Conference on Image Processing (ICIP)","location":"Anchorage, AK, USA","start":{"date-parts":[[2021,9,19]]},"end":{"date-parts":[[2021,9,22]]}},"container-title":["2021 IEEE International Conference on Image Processing (ICIP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9506008\/9506009\/09506097.pdf?arnumber=9506097","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,6]],"date-time":"2022-12-06T18:48:33Z","timestamp":1670352513000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9506097\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,9,19]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/icip42928.2021.9506097","relation":{},"subject":[],"published":{"date-parts":[[2021,9,19]]}}}