Multimodal Survival Modeling in the Age of Foundation Models

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Multimodal Survival Modeling in the Age of Foundation Models

12 May 2025

Morgan Borjigin-Wang

Robert L. Grossman

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Papers citing "Multimodal Survival Modeling in the Age of Foundation Models"

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Title
Adaptive Prototype Learning for Multimodal Cancer Survival Analysis Hong Liu Haosen Yang Federica Eduati J. Pluim M. Veta 106 1 0 06 Mar 2025
BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text Elliot Bolton Abhinav Venigalla Michihiro Yasunaga David Leo Wright Hall Betty Xiong ... R. Daneshjou Jonathan Frankle Percy Liang Michael Carbin Christopher D. Manning LM&MA MedIm 101 64 0 27 Mar 2024
ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes Zhichao Yang Avijit Mitra Sunjae Kwon Hong-ye Yu 75 23 0 09 Mar 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains Yanis Labrak Adrien Bazoge Emmanuel Morin P. Gourraud Mickael Rouvier Richard Dufour 215 226 0 15 Feb 2024
Mistral 7B Albert Q. Jiang Alexandre Sablayrolles A. Mensch Chris Bamford Devendra Singh Chaplot ... Teven Le Scao Thibaut Lavril Thomas Wang Timothée Lacroix William El Sayed MoE LRM 133 2,251 0 10 Oct 2023
Efficient Memory Management for Large Language Model Serving with PagedAttention Woosuk Kwon Zhuohan Li Siyuan Zhuang Ying Sheng Lianmin Zheng Cody Hao Yu Joseph E. Gonzalez Haotong Zhang Ion Stoica VLM 202 2,338 0 12 Sep 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 440 3,521 0 14 Apr 2023
Large Language Models Encode Clinical Knowledge K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 197 2,406 0 26 Dec 2022
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing Yu Gu Robert Tinn Hao Cheng Michael R. Lucas Naoto Usuyama Xiaodong Liu Tristan Naumann Jianfeng Gao Hoifung Poon LM&MA AI4CE 169 1,791 0 31 Jul 2020
Privacy-preserving Artificial Intelligence Techniques in Biomedicine Reihaneh Torkzadehmahani Reza Nasirigerdeh David B. Blumenthal T. Kacprowski M. List ... Harald H. H. W. Schmidt A. Schwalber Christof Tschohl Andrea Wohner Jan Baumbach 86 60 0 22 Jul 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 204 4,109 0 10 Apr 2020
Deep learning-based survival prediction for multiple cancer types using histopathology images Ellery Wulczyn David F. Steiner Zhaoyang Xu Apaar Sadhwani Hongwu Wang I. Flament C. Mermel Po-Hsuan Cameron Chen Yun-Hui Liu Martin C. Stumpe 67 215 0 16 Dec 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,454 0 11 Oct 2018