{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T21:43:36Z","timestamp":1770846216670,"version":"3.50.1"},"reference-count":49,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T00:00:00Z","timestamp":1765756800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T00:00:00Z","timestamp":1765756800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62225209,62472051"],"award-info":[{"award-number":["62225209,62472051"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2019YFA0706200"],"award-info":[{"award-number":["2019YFA0706200"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,15]]},"DOI":"10.1109\/bibm66473.2025.11356633","type":"proceedings-article","created":{"date-parts":[[2026,1,29]],"date-time":"2026-01-29T21:19:40Z","timestamp":1769721580000},"page":"999-1004","source":"Crossref","is-referenced-by-count":0,"title":["MDDGCN: A Graph Convolutional Network-Based Framework for Identifying Depression-Related Pathogenic Genes"],"prefix":"10.1109","author":[{"given":"Wuguang","family":"Jiang","sequence":"first","affiliation":[{"name":"School of Computer Science and Engineering, Central South University,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Min","family":"Zeng","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Central South University,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ju","family":"Xiang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Changsha University of Science and Technology,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Min","family":"Li","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Central South University,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1038\/nrdp.2016.65"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/s41572-023-00454-1"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1126\/science.aaa8954"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/nature14659"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/ng.3623"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2016.04.015"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.pnpbp.2003.11.018"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.4088\/PCC.v03n0401"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1111\/ejn.14720"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/mp.2011.26"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41380-022-01806-1"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s11920-010-0150-6"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/ng.3901"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/nature13166"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbac006"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btq108"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbac072"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbab080"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbaa241"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3389\/fnagi.2023.1061892"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymeth.2020.06.015"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2018.2870728"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-021-00325-y"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2022.102902"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-024-50426-6"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CIBCB55180.2022.9863043"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.105918"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbae611"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.03.091"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1098-1004(200001)15:1<57::AID-HUMU12>3.0.CO;2-G"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkz1021"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1002\/cpbi.5"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkac1000"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopsych.2017.01.021"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1037\/h0071325"},{"key":"ref39","article-title":"Semi-supervised classification with graph convolutional networks[J]","author":"Kipf","year":"2016","journal-title":"arXiv preprint arXiv"},{"key":"ref40","first-page":"23803","article-title":"Cross-entropy loss functions: Theoretical analysis and applications[C]","volume-title":"International conference on Machine learning. PMLR","author":"Mao","year":"2023"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/5254.708428"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-60801-3_27"},{"issue":"20","key":"ref44","first-page":"10","article-title":"Graph attention networks[J]","volume":"1050","author":"Velickovic","year":"2017","journal-title":"stat"},{"key":"ref45","first-page":"30","article-title":"Inductive representation learning on large graphs[J]","author":"Hamilton","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref46","first-page":"29","article-title":"Convolutional neural networks on graphs with fast localized spectral filtering[J]","author":"Defferrard","year":"2016","journal-title":"Advances in neural information processing systems"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymeth.2014.11.020"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.7150\/ijms.36131"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1093\/braincomms\/fcae258"}],"event":{"name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","location":"Wuhan, China","start":{"date-parts":[[2025,12,15]]},"end":{"date-parts":[[2025,12,18]]}},"container-title":["2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11355913\/11355975\/11356633.pdf?arnumber=11356633","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,11]],"date-time":"2026-02-11T20:52:53Z","timestamp":1770843173000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11356633\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,15]]},"references-count":49,"URL":"https:\/\/doi.org\/10.1109\/bibm66473.2025.11356633","relation":{},"subject":[],"published":{"date-parts":[[2025,12,15]]}}}