Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis
and Prognosis: A Review

Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis and Prognosis: A Review

25 March 2022

Bennett A. Landman

Yuankai Huo

Papers citing "Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis and Prognosis: A Review"

6 / 6 papers shown

Title
Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive Learning Jun-En Ding Chien-Chin Hsu Feng Liu Shuqiang Wang Feng Liu 26 0 0 23 Oct 2024
Leveraging Historical Medical Records as a Proxy via Multimodal Modeling and Visualization to Enrich Medical Diagnostic Learning Ouyang Yang Yuchen Wu He Wang Chenyang Zhang Furui Cheng Chang Jiang Lixia Jin Yuanwu Cao Qu Li 11 6 0 23 Jul 2023
Improved Multimodal Fusion for Small Datasets with Auxiliary Supervision G. Holste D. V. D. Wal H. Pinckaers R. Yamashita A. Mitani A. Esteva 18 7 0 01 Apr 2023
Heterogeneous Graph Learning for Multi-modal Medical Data Analysis Sein Kim Namkyeong Lee Junseok Lee Dongmin Hyun Chanyoung Park 19 23 0 28 Nov 2022
Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and Beyond Guang Yang Qinghao Ye Jun Xia 87 478 0 03 Feb 2021
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network Jared Katzman Uri Shaham Jonathan Bates A. Cloninger Tingting Jiang Y. Kluger BDL CML OOD 102 1,229 0 02 Jun 2016