{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,23]],"date-time":"2026-07-23T11:29:58Z","timestamp":1784806198745,"version":"3.55.0"},"reference-count":65,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"European Union's NextGenerationEU initiative under the Italian Ministry of University and Research as part of the Piano nazionale di ripresa e resilienza (PNRR)-M4C2-I1.3 Project","award":["PE00000019"],"award-info":[{"award-number":["PE00000019"]}]},{"name":"'Health Extended ALliance for Innovative Therapies, Advanced Lab-research, and Integrated Approaches of Precision Medicine (HEAL ITALIA)', Codice Unico di Progetto","award":["B73C22001250006"],"award-info":[{"award-number":["B73C22001250006"]}]},{"name":"G. Cicceri, S. Di Bella, S. Di Franco, G. Stassi, M. Todaro, and S. Vitabile. Furthermore, G. Cicceri and S. Di Bella received support from the FONDO FINALIZZATO ALLA RICERCA DI ATENEO (FFR)-2024."}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3558621","type":"journal-article","created":{"date-parts":[[2025,4,7]],"date-time":"2025-04-07T21:59:37Z","timestamp":1744063177000},"page":"62267-62287","source":"Crossref","is-referenced-by-count":10,"title":["Deep Learning Approaches for Morphological Classification of Intestinal Organoids"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1498-2215","authenticated-orcid":false,"given":"Giovanni","family":"Cicceri","sequence":"first","affiliation":[{"name":"Department of Biomedicine, Neuroscience, and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7161-303X","authenticated-orcid":false,"given":"Sebastiano","family":"Di Bella","sequence":"additional","affiliation":[{"name":"Department of Precision Medicine in Medical, Surgical, and Critical Care (MePreCC), University of Palermo, Palermo, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6217-2161","authenticated-orcid":false,"given":"Simone","family":"Di Franco","sequence":"additional","affiliation":[{"name":"Department of Biomedicine, Neuroscience, and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Giorgio","family":"Stassi","sequence":"additional","affiliation":[{"name":"Department of Precision Medicine in Medical, Surgical, and Critical Care (MePreCC), University of Palermo, Palermo, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matilde","family":"Todaro","sequence":"additional","affiliation":[{"name":"Department of Health Promotion Sciences, Internal Medicine, and Medical Specialties (ProMISE), University of Palermo, Palermo, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2673-8551","authenticated-orcid":false,"given":"Salvatore","family":"Vitabile","sequence":"additional","affiliation":[{"name":"Department of Biomedicine, Neuroscience, and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3322\/canjclin.49.1.33"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.tranon.2021.101174"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1038\/nature05384"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0703478104"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3389\/fcell.2021.740574"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s43586-022-00174-y"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/nature07935"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1053\/j.gastro.2011.07.050"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/cac2.12224"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1088\/1758-5090\/ab97c0"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41563-021-01057-5"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1186\/s40164-023-00433-y"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/s41568-018-0007-6"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1111\/jcmm.15216"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.stem.2019.05.005"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1146-y"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.semcancer.2021.04.007"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1011386"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.addr.2024.115202"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1002\/adhm.202302745"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-022-05563-7"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2015.05.047"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3389\/fmed.2023.1274482"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1242\/jcs.123604"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1083\/jcb.201610026"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.coisb.2018.05.004"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-020-2776-9"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-48874-y"},{"key":"ref29","first-page":"1","article-title":"Organoid: A versatile deep learning platform for organoid image analysis","volume":"2022","author":"Matthews","year":"2022","journal-title":"bioRxiv"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/nmeth.2089"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1017\/S1431927622006328"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-017-17204-5"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1242\/dev.199611"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0240802"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-019-0582-9"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-021-04344-9"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.7554\/elife.80918"},{"key":"ref38","first-page":"1","article-title":"3D single-cell shape analysis of cancer cells using geometric deep learning","volume":"2022","author":"De Vries","year":"2022","journal-title":"bioRxiv"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-022-30722-9"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2021.104490"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.3389\/fncel.2020.00171"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s42242-022-00226-y"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-24545-3"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.bioactmat.2023.09.005"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.crmeth.2023.100557"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-99-4749-2_39"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.3389\/fphar.2022.1080273"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1242\/dmm.049756"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.111456"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2918284"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46493-0_38"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00474"},{"key":"ref55","article-title":"MobileNets: Efficient convolutional neural networks for mobile vision applications","author":"Howard","year":"2017","journal-title":"arXiv:1704.04861"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.308"},{"key":"ref58","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv:1409.1556"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2010.11929"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2023.102802"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.3390\/s23125677"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2022.107141"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611976373.ch11"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.29172\/7c2a6982-6d72-4cd8-bba6-2fccb06a7011"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/10955206.pdf?arnumber=10955206","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,15]],"date-time":"2025-04-15T05:09:57Z","timestamp":1744693797000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10955206\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":65,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3558621","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}