Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction

22 July 2023

Papers citing "Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction"

20 / 20 papers shown

Title
ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology Vishwesh Ramanathan Tony Xu Pushpak Pati Faruk Ahmed Maged Goubran Anne L. Martel 43 0 0 21 Mar 2025
Joint Modelling Histology and Molecular Markers for Cancer Classification Xiaofei Wang Hanyu Liu Yupei Zhang Boyang Zhao Hao Duan Wanming Hu Yonggao Mou S. Price Chao Li 79 0 0 11 Feb 2025
Continually Evolved Multimodal Foundation Models for Cancer Prognosis Jie Peng Shuang Zhou Longwei Yang Yiran Song Mohan Zhang Kaixiong Zhou Feng Xie Mingquan Lin Rui Zhang Tianlong Chen 78 0 0 30 Jan 2025
Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction Yuntao Shou Peiqiang Yan Xingjian Yuan Xiangyong Cao Qian Zhao Deyu Meng OOD MedIm 85 5 0 21 Nov 2024
PathoGen-X: A Cross-Modal Genomic Feature Trans-Align Network for Enhanced Survival Prediction from Histopathology Images Akhila Krishna Nikhil Cherian Kurian Abhijeet Patil Amruta Parulekar Amit Sethi MedIm LM&MA 28 0 0 01 Nov 2024
Survival Prediction in Lung Cancer through Multi-Modal Representation Learning Aiman Farooq Deepak Mishra S. Chaudhury 29 1 0 30 Sep 2024
Predicting Deterioration in Mild Cognitive Impairment with Survival Transformers, Extreme Gradient Boosting and Cox Proportional Hazard Modelling H. Musto D. Stamate Doina Logofatu Daniel Stahl 19 1 0 24 Sep 2024
M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images Hongyi Wang Xiuju Du Jing Liu Shuyi Ouyang Yen-Wei Chen Lanfen Lin 20 0 0 23 Sep 2024
Cost-effective Instruction Learning for Pathology Vision and Language Analysis Kaitao Chen Mianxin Liu Fang Yan Lei Ma Xiaoming Shi ... Xiaosong Wang Lifeng Zhu Zhe Wang Mu Zhou Shaoting Zhang 35 3 0 25 Jul 2024
Multimodal Prototyping for cancer survival prediction Andrew H. Song Richard J. Chen Guillaume Jaume Anurag J. Vaidya Alexander S. Baras Faisal Mahmood 24 12 0 28 Jun 2024
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions Huajun Zhou Fengtao Zhou Chenyu Zhao Yingxue Xu Luyang Luo Hao Chen 30 4 0 28 Jun 2024
MoME: Mixture of Multimodal Experts for Cancer Survival Prediction Conghao Xiong Hao Chen Hao Zheng Dong Wei Yefeng Zheng Joseph J. Y. Sung Irwin King MoE 26 10 0 14 Jun 2024
Genomics-guided Representation Learning for Pathologic Pan-cancer Tumor Microenvironment Subtype Prediction Fangliangzi Meng Hongrun Zhang Ruodan Yan Guohui Chuai Chao Li Qi Liu MedIm 32 1 0 10 Jun 2024
Transcriptomics-guided Slide Representation Learning in Computational Pathology Guillaume Jaume Lukas Oldenburg Anurag J. Vaidya Richard J. Chen Drew F. K. Williamson Thomas Peeters Andrew H. Song Faisal Mahmood 40 21 0 19 May 2024
Path-GPTOmic: A Balanced Multi-modal Learning Framework for Survival Outcome Prediction Hongxia Wang Yang Yang Zhuo Zhao Pengfei Gu Nishchal Sapkota Danny Z. Chen 38 3 0 18 Mar 2024
PathM3: A Multimodal Multi-Task Multiple Instance Learning Framework for Whole Slide Image Classification and Captioning Qifeng Zhou Wenliang Zhong Yuzhi Guo Michael Xiao Hehuan Ma Junzhou Huang 41 8 0 13 Mar 2024
M2ORT: Many-To-One Regression Transformer for Spatial Transcriptomics Prediction from Histopathology Images Hongyi Wang Xiuju Du Jing Liu Shuyi Ouyang Yen-Wei Chen Lanfen Lin 29 3 0 19 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey Yunkun Zhang Jin Gao Zheling Tan Lingfeng Zhou Kexin Ding Mu Zhou Shaoting Zhang Dequan Wang AI4CE 21 20 0 04 Jan 2024
CLIP in Medical Imaging: A Comprehensive Survey Zihao Zhao Yuxiao Liu Han Wu Yonghao Li Sheng Wang L. Teng Disheng Liu Zhiming Cui Qian Wang Dinggang Shen CLIP MedIm LM&MA VLM 21 43 0 12 Dec 2023
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction Guillaume Jaume Anurag J. Vaidya Richard J. Chen Drew F. K. Williamson Paul Pu Liang Faisal Mahmood 33 39 0 13 Apr 2023