{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T17:14:52Z","timestamp":1780334092935,"version":"3.54.1"},"reference-count":29,"publisher":"SPIE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,4,7]]},"DOI":"10.1117\/12.2653615","type":"proceedings-article","created":{"date-parts":[[2023,4,6]],"date-time":"2023-04-06T15:54:27Z","timestamp":1680796467000},"page":"32","source":"Crossref","is-referenced-by-count":4,"title":["A vision-GNN framework for retinopathy classification using optical coherence tomography"],"prefix":"10.1117","author":[{"given":"Mingzhe","family":"Hu","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jing","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jacob","family":"Wynne","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tian","family":"Liu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaofeng","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"189","reference":[{"key":"c1","doi-asserted-by":"publisher","DOI":"10.1016\/j.preteyeres.2018.02.002"},{"key":"c2","doi-asserted-by":"publisher","DOI":"10.1016\/S0002-9394(03)00792-X"},{"key":"c3","doi-asserted-by":"publisher","DOI":"10.4103\/0974-9233.151887"},{"key":"c4","doi-asserted-by":"crossref","unstructured":"Y. Li, J. S. Hsu, N. Bari et al., \u201cInterpretable Evaluation of Diabetic Retinopathy Grade Regarding Eye Color Fundus Images.\u201d 11\u201316.","DOI":"10.1109\/BIBE55377.2022.00011"},{"key":"c5","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6560\/ac9663"},{"key":"c6","unstructured":"S. Pan, J. Flores, C. T. Lin et al., \u201cGenerative adversarial networks and radiomics supervision for lung lesion synthesis.\u201d 11595, 167\u2013172."},{"key":"c7","doi-asserted-by":"publisher","DOI":"10.1002\/mp.16135"},{"key":"c8","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6560\/ac95f7"},{"key":"c9","doi-asserted-by":"crossref","unstructured":"M. Yu, H. Guan, Y. Fang et al., \u201cDomain-Prior-Induced Structural MRI Adaptation for Clinical Progression Prediction of Subjective Cognitive Decline.\u201d 24\u201333.","DOI":"10.1007\/978-3-031-16431-6_3"},{"key":"c10","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2022.102444"},{"key":"c11","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejmp.2021.05.003"},{"key":"c12","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6560\/ab843e"},{"key":"c13","doi-asserted-by":"publisher","DOI":"10.1002\/acm2.v22.1"},{"key":"c14","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0098587"},{"issue":"5","key":"c15","first-page":"1","article-title":"On OCT Image Classification via Deep Learning","volume":"11","author":"Wang","year":"2019","journal-title":"IEEE Photonics Journal"},{"issue":"8","key":"c16","first-page":"2129","article-title":"Deep learning approach for automated detection of retinal pathology from ultra-widefield retinal images","volume":"62","author":"Hu","year":"2021","journal-title":"Investigative Ophthalmology & Visual Science"},{"key":"c17","article-title":"Attention is all you need","volume":"30","author":"Vaswani","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"c18","unstructured":"Q. Li, W. Cai, X. Wang et al., \u201cMedical image classification with convolutional neural network.\u201d 844\u2013848."},{"key":"c19","doi-asserted-by":"publisher","DOI":"10.1186\/s40649-019-0069-y"},{"key":"c20","article-title":"Revisiting over-smoothing in deep GCNs","author":"Yang","year":"2020"},{"key":"c21","article-title":"Vision GNN: An Image is Worth Graph of Nodes","author":"Han","year":"2022"},{"key":"c22","unstructured":"J. Deng, W. Dong, R. Socher et al., \u201cImageNet: A large-scale hierarchical image database.\u201d 248\u2013255."},{"key":"c23","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2018.02.010"},{"key":"c24","unstructured":"[Kaggle: Your home for datascience], (2022)."},{"key":"c25","first-page":"82","article-title":"Retinopathy in diabetic patients","volume":"44","author":"Chaudhary","year":"2005","journal-title":"Pak J Med Res"},{"issue":"9","key":"c26","first-page":"e33","article-title":"A gentle introduction to graph neural networks","volume":"6","author":"Sanchez-Lengeling","year":"2021","journal-title":"Distill"},{"key":"c27","unstructured":"K. He, X. Zhang, S. Ren et al., \u201cDeep residual learning for image recognition.\u201d 770\u2013778."},{"key":"c28","unstructured":"G. Li, M. Muller, A. Thabet et al., \u201cDeepgcns: Can gcns go as deep as cnns?.\u201d 9267\u20139276."},{"key":"c29","doi-asserted-by":"crossref","unstructured":"I. Ullah, and A. Petrosino, \u201cAbout pyramid structure in convolutional neural networks.\u201d 1318\u20131324.","DOI":"10.1109\/IJCNN.2016.7727350"}],"event":{"name":"Computer-Aided Diagnosis","location":"San Diego, United States","start":{"date-parts":[[2023,2,19]]},"end":{"date-parts":[[2023,2,24]]}},"container-title":["Medical Imaging 2023: Computer-Aided Diagnosis"],"original-title":[],"deposited":{"date-parts":[[2024,10,17]],"date-time":"2024-10-17T21:22:27Z","timestamp":1729200147000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.spiedigitallibrary.org\/conference-proceedings-of-spie\/12465\/2653615\/A-vision-GNN-framework-for-retinopathy-classification-using-optical-coherence\/10.1117\/12.2653615.full"}},"subtitle":[],"editor":[{"given":"Khan M.","family":"Iftekharuddin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]},{"given":"Weijie","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2023,4,7]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1117\/12.2653615","relation":{},"subject":[],"published":{"date-parts":[[2023,4,7]]}}}