Pathology-and-genomics Multimodal Transformer for Survival Outcome Prediction

International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023

22 July 2023

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

25 / 25 papers shown

Title
Together, Then Apart: Revisiting Multimodal Survival Analysis via a Min-Max Perspective Wenjing Liu Qin Ren Wen Zhang Yuewei Lin Chenyu You 21 0 0 22 Nov 2025
Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image ClassificationComputer Vision and Pattern Recognition (CVPR), 2025 Zhenfeng Zhuang Fangyu Zhou Liansheng Wang 43 0 0 11 Nov 2025
PS3: A Multimodal Transformer Integrating Pathology Reports with Histology Images and Biological Pathways for Cancer Survival Prediction M. Raza A. Azam Talha Qaiser Nasir M. Rajpoot 96 1 0 24 Sep 2025
A Narrative Review on Large AI Models in Lung Cancer Screening, Diagnosis, and Treatment Planning Jiachen Zhong Yiting Wang Di Zhu Ziwei Wang LM&MA AI4CE 175 5 0 01 Jul 2025
Spatial Transcriptomics Expression Prediction from Histopathology Based on Cross-Modal Mask Reconstruction and Contrastive LearningbioRxiv (bioRxiv), 2025 Junzhuo Liu Markus Eckstein Zhixiang Wang Friedrich Feuerhake Dorit Merhof MedIm 89 1 0 10 Jun 2025
Any-to-Any Learning in Computational Pathology via Triplet Multimodal Pretraining Qichen Sun Zhengrui Guo Rui Peng Hao Chen Jinzhuo Wang MedIm 289 0 0 19 May 2025
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 178 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 418 1 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 361 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 340 8 0 21 Nov 2024
Survival Prediction in Lung Cancer through Multi-Modal Representation LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Aiman Farooq Deepak Mishra S. Chaudhury 209 4 0 30 Sep 2024
Predicting Deterioration in Mild Cognitive Impairment with Survival Transformers, Extreme Gradient Boosting and Cox Proportional Hazard ModellingInternational Conference on Artificial Neural Networks (ICANN), 2024 H. Musto D. Stamate Doina Logofatu Daniel Stahl 94 1 0 24 Sep 2024
M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology ImagesAAAI Conference on Artificial Intelligence (AAAI), 2024 Hongyi Wang Xiuju Du Jing Liu Shuyi Ouyang Yen-Wei Chen Lanfen Lin 160 9 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 268 6 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 267 34 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 256 18 0 28 Jun 2024
MoME: Mixture of Multimodal Experts for Cancer Survival PredictionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 Conghao Xiong Hao Chen Hao Zheng Dong Wei Yefeng Zheng Joseph J. Y. Sung Irwin King MoE 191 26 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 177 2 0 10 Jun 2024
Transcriptomics-guided Slide Representation Learning in Computational PathologyComputer Vision and Pattern Recognition (CVPR), 2024 Guillaume Jaume Lukas Oldenburg Anurag J. Vaidya Richard J. Chen Drew F. K. Williamson Thomas Peeters Andrew H. Song Faisal Mahmood 268 50 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 147 7 0 18 Mar 2024
PathM3: A Multimodal Multi-Task Multiple Instance Learning Framework for Whole Slide Image Classification and CaptioningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024 Qifeng Zhou Wenliang Zhong Yuzhi Guo Michael Xiao Hehuan Ma Junzhou Huang 148 19 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 167 7 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 Yi Xu AI4CE 249 34 0 04 Jan 2024
CLIP in Medical Imaging: A Comprehensive SurveyMedical Image Analysis (MIA), 2023 Zihao Zhao Yuxiao Liu Han Wu Yonghao Li Sheng Wang L. Teng Disheng Liu Zhiming Cui Qian Wang Hongtu Zhu CLIP MedIm LM&MA VLM 457 43 0 12 Dec 2023
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival PredictionComputer Vision and Pattern Recognition (CVPR), 2023 Guillaume Jaume Anurag J. Vaidya Richard J. Chen Drew F. K. Williamson Paul Pu Liang Faisal Mahmood 316 98 0 13 Apr 2023