{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,10]],"date-time":"2026-01-10T02:48:24Z","timestamp":1768013304347,"version":"3.49.0"},"reference-count":35,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,11,10]],"date-time":"2024-11-10T00:00:00Z","timestamp":1731196800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,11,10]],"date-time":"2024-11-10T00:00:00Z","timestamp":1731196800000},"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":[[2024,11,10]]},"DOI":"10.1109\/bhi62660.2024.10913640","type":"proceedings-article","created":{"date-parts":[[2025,3,17]],"date-time":"2025-03-17T17:31:54Z","timestamp":1742232714000},"page":"1-8","source":"Crossref","is-referenced-by-count":3,"title":["Robustness of Explainable AI Algorithms for Disease Biomarker Discovery from Functional Connectivity Datasets"],"prefix":"10.1109","author":[{"given":"Deepank","family":"Girish","sequence":"first","affiliation":[{"name":"College of Computing and Data Science, Nanyang Technological University,Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yi Hao","family":"Chan","sequence":"additional","affiliation":[{"name":"College of Computing and Data Science, Nanyang Technological University,Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sukrit","family":"Gupta","sequence":"additional","affiliation":[{"name":"Indian Institute of Technology,Department of Computer Science and Engineering,Ropar,India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jing","family":"Xia","sequence":"additional","affiliation":[{"name":"College of Computing and Data Science, Nanyang Technological University,Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jagath C.","family":"Rajapakse","sequence":"additional","affiliation":[{"name":"College of Computing and Data Science, Nanyang Technological University,Singapore"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2018.00525"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3209686"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1002\/brx2.29"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2017.06.061"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.04.152"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1192\/bjp.2022.13"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-48548-w"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/s41380-023-01977-5"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-43895-0_68"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2021.102233"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3583558"},{"key":"ref12","author":"Li","year":"2022","journal-title":"A survey of explainable graph neural networks: Taxonomy and evaluation metrics"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-023-01974-x"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/s42003-021-02497-0"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2020.102186"},{"issue":"34","key":"ref16","first-page":"1","article-title":"Quantus: An explainable ai toolkit for responsible evaluation of neural network explanations and beyond","volume":"24","author":"Hedstrom","year":"2023","journal-title":"Journal of Machine Learning Research"},{"key":"ref17","first-page":"15784","article-title":"Openxai: Towards a transparent evaluation of model explanations","volume":"35","author":"Agarwal","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0600674103"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2010.00200"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0094115"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2013.07.035"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-38585-4"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.21333"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59728-3_52"},{"key":"ref25","first-page":"4314","article-title":"Learning dynamic graph represen-tation of brain connectome with spatio-temporal attention","volume":"34","author":"Kim","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref26","author":"Kipf","year":"2016","journal-title":"Semi-supervised classification with graph convolutional networks"},{"key":"ref27","author":"Velickovic","year":"2017","journal-title":"Graph attention networks"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2022.3218745"},{"key":"ref29","article-title":"Gnnex-plainer: Generating explanations for graph neural networks","volume":"32","author":"Ying","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2011.09.006"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1038\/s41398-020-0740-y"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.3389\/fnhum.2022.859538"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-63552-0"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01549"},{"key":"ref35","author":"Hedstrom","year":"2024","journal-title":"Sanity checks revisited: An exploration to repair the model parameter randomisation test"}],"event":{"name":"2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","location":"Houston, TX, USA","start":{"date-parts":[[2024,11,10]]},"end":{"date-parts":[[2024,11,13]]}},"container-title":["2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10913479\/10913484\/10913640.pdf?arnumber=10913640","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,18]],"date-time":"2025-03-18T05:31:11Z","timestamp":1742275871000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10913640\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,11,10]]},"references-count":35,"URL":"https:\/\/doi.org\/10.1109\/bhi62660.2024.10913640","relation":{},"subject":[],"published":{"date-parts":[[2024,11,10]]}}}