https://m2.mtmt.hu/ hun 2026-07-27 06:42 JournalArticle 35518692 VALIDATED true 0 false 2026-06-01T15:30:49.549+0000 2026-06-01T10:03:47.979+0000 2024-11-11T08:12:53.115+0000 true 10014059 Fancsovits Péter /api/author/10014059 Author true 10014059 2026-06-01T09:32:40.206+0000 2026-06-01T09:32:40.206+0000 2026-06-01T10:03:48.271+0000 true 10015544 Csajbók Edit /api/admin/10015544 Admin true 10015544 false false true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle true 1268360 Conference paper in journal true 24 24 /api/publicationtype/24 PublicationType 1 true 24 JournalArticle /api/subtype/1268360 Konferenciaközlemény SubType 109 true 1268360 true 1 /api/category/1 Category true 1 He, C. Embryo Graphs: Predicting Human Embryo Viability from 3D Morphology true true /api/journal/3028 REVIEWED true false 3028 false 3028 true 0302-9743 1611-3349 Journal FOREIGN 15004 80 90 80 11 2024 Embryo selection is a critical step in the process of in-vitro fertilisation in which embryologists choose the most viable embryos for transfer into the uterus. In recent years, numerous works have used computer vision to perform embryo selection. However, many of these works have neglected the fact that the embryo is a 3D structure, instead opting to analyse embryo images captured at a single focal plane. In this paper we present a method for the 3D reconstruction of cleavage-stage human embryos. Through a user study, we validate that our reconstructions align with expert assessments. Furthermore, we demonstrate the utility of our approach by generating graph representations that capture biologically relevant features of the embryos. In pilot experiments, we train a graph neural network on these representations and show that it outperforms existing methods in predicting live birth from euploid embryo transfers. Our findings suggest that incorporating 3D reconstruction and graph-based analysis can improve automated embryo selection. 2024 true true true true false NONE 2026-06-01 false 0 0 0 0 0 0 0 0 0 0 0 0 1 1 false false false false 2025-02-09T08:25:21.083+0000 1 8 0 11 0 false Language 10002 /api/language/10002 Angol English true 2 true PersonAuthorship 121315568 /api/authorship/121315568 1 0.09090909 true false false He C. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121315569 /api/authorship/121315569 2 0.09090909 false false false Karpavičiūtė N. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121315570 /api/authorship/121315570 3 0.09090909 false false false Hariharan R. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121315571 /api/authorship/121315571 4 0.09090909 false false false Jacques C. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121315572 /api/authorship/121315572 5 0.09090909 false false false Chambost J. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121315573 /api/authorship/121315573 6 0.09090909 false false false Malmsten J. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121315574 /api/authorship/121315574 7 0.09090909 false false false Zaninovic N. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121315575 /api/authorship/121315575 8 0.09090909 false false false Wouters K. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121315576 /api/authorship/121315576 9 0.09090909 false false false Fréour T. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121315577 /api/authorship/121315577 10 0.09090909 false false false Hickman C. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PersonAuthorship 121315578 /api/authorship/121315578 11 0.09090909 false true false Vasconcelos F. true false false AuthorshipType 1 /api/authorshiptype/1 0 true 0 true false true PublicationIdentifier 27814314 /api/publicationidentifier/27814314 PlainSource 6 /api/publicationsource/6 PublicationSourceType 10001 /api/publicationsourcetype/10001 true true true DOI DOI https://doi.org/@@@ true true 6 true 10.1007/978-3-031-72083-3_8 https://doi.org/10.1007/978-3-031-72083-3_8 false true PublicationIdentifier 32454419 /api/publicationidentifier/32454419 PlainSource 1 /api/publicationsource/1 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true WoS WoS https://www.webofscience.com/wos/woscc/full-record/@@@ true true 1 true 001342228800008 https://www.webofscience.com/wos/woscc/full-record/001342228800008 false true PublicationIdentifier 27814313 /api/publicationidentifier/27814313 PlainSource 3 /api/publicationsource/3 PublicationSourceType 10003 /api/publicationsourcetype/10003 false true true Scopus Scopus http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-@@@ true true 3 true 85207662602 http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85207662602 false true /api/publication/35518692 <div class="JournalArticle Publication long-list"> <div class="authors"> <img title="Idézőközlemény" style="float: left" src="/frontend/resources/grid/publication-citation-icon.png"> <div class="autype autype0"> <span class="author-name" >He C. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Karpavičiūtė N. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Hariharan R. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Jacques C. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Chambost J. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Malmsten J. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Zaninovic N. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Wouters K. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Fréour T. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Hickman C. </span> ;&nbsp;&nbsp;&nbsp; <span class="author-name" >Vasconcelos F. </span> </div> </div> <div class="title"><a href="/gui2/?mode=browse&params=publication;35518692" target="_blank">Embryo Graphs: Predicting Human Embryo Viability from 3D Morphology</a></div> <div> <span class="journal-title">LECTURE NOTES IN ARTIFICIAL INTELLIGENCE</span> <span class="journal-issn">(<a target="_blank" href="https://portal.issn.org/resource/ISSN/0302-9743">0302-9743</a> <a target="_blank" href="https://portal.issn.org/resource/ISSN/1611-3349">1611-3349</a>)</span>: <span class="journal-volume">15004</span> <span class="page"> pp 80-90 </span> <span class="year">(2024)</span> </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Nyelv: Angol | </span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:black" title="10.1007/978-3-031-72083-3_8" target="_blank" href="https://doi.org/10.1007/978-3-031-72083-3_8"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:black" title="001342228800008" target="_blank" href="https://www.webofscience.com/wos/woscc/full-record/001342228800008"> WoS </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:black" title="85207662602" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-85207662602"> Scopus </a> </span> </span> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;35518692&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 1 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 35518692</span> | <span class="status-data status-VALIDATED"> Egyeztetett </span> Idéző | <span class="type-subtype">Folyóiratcikk ( Konferenciaközlemény ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">Scopus</span> </div> <div class="lastModified">Utolsó módosítás: 2026.06.01. 12:03 Csajbók Edit (SE_KK_Admin5_CSE, admin) </div> </div></div>