Cross-Modal Translation and Alignment for Survival Analysis

22 September 2023

Papers citing "Cross-Modal Translation and Alignment for Survival Analysis"

38 / 38 papers shown

Title
Any-to-Any Learning in Computational Pathology via Triplet Multimodal Pretraining Qichen Sun Zhengrui Guo Rui Peng Hao Chen Jinzhuo Wang MedIm 7 0 0 19 May 2025
Multimodal Cancer Survival Analysis via Hypergraph Learning with Cross-Modality Rebalance Mingcheng Qu Guang Yang Donglin Di Tonghua Su Yue Gao Yang Song Lei Fan 0 0 0 17 May 2025
Cross-Asset Risk Management: Integrating LLMs for Real-Time Monitoring of Equity, Fixed Income, and Currency Markets Jie Yang Yiqiu Tang Yongjie Li L. Zhang H. Zhang 33 0 0 05 Apr 2025
AdaMHF: Adaptive Multimodal Hierarchical Fusion for Survival Prediction S. Zhang Xun Lin Rongxiang Zhang Yu Bai Yong Xu Tao Tan Xunbin Zheng Zitong Yu 44 0 0 27 Mar 2025
VGAT: A Cancer Survival Analysis Framework Transitioning from Generative Visual Question Answering to Genomic Reconstruction Zizhi Chen Minghao Han Xukun Zhang Shuwei Ma Tao Liu Xing Wei Li Zhang 46 0 0 25 Mar 2025
HySurvPred: Multimodal Hyperbolic Embedding with Angle-Aware Hierarchical Contrastive Learning and Uncertainty Constraints for Survival Prediction Jiaqi Yang Wenting Chen Xiaohan Xing Sean He Xiaoling Luo Xinheng Lyu LinLin Shen Guoping Qiu 62 0 0 18 Mar 2025
Prototype-Guided Cross-Modal Knowledge Enhancement for Adaptive Survival Prediction Fengchun Liu Linghan Cai Z. Wang Zhiyuan Fan Jin-gang Yu Hao Chen Yongbing Zhang 47 0 0 13 Mar 2025
Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoder Junjie Zhou Jiao Tang Yingli Zuo Peng Wan Daoqiang Zhang Wei Shao 60 1 0 12 Mar 2025
Adaptive Prototype Learning for Multimodal Cancer Survival Analysis Hong Liu Haosen Yang Federica Eduati J. Pluim M. Veta 69 1 0 06 Mar 2025
Distilled Prompt Learning for Incomplete Multimodal Survival Prediction Yingxue Xu Fengtao Zhou Chenyu Zhao Yihui Wang Can Yang Hao Chen VLM OffRL 54 0 0 03 Mar 2025
AlzheimerRAG: Multimodal Retrieval Augmented Generation for PubMed articles A. Lahiri Qinmin Vivian Hu 69 5 0 21 Dec 2024
RankByGene: Gene-Guided Histopathology Representation Learning Through Cross-Modal Ranking Consistency Wentao Huang Meilong Xu Xiaoling Hu Shahira Abousamra Aniruddha Ganguly ... Prateek Prasanna Tahsin M. Kurc Joel H. Saltz Michael L. Miller Cheng Chen 81 0 0 22 Nov 2024
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification Zhengrui Guo Conghao Xiong Jiabo Ma Qichen Sun Lishuang Feng Jinzhuo Wang Hao Chen 182 0 0 22 Nov 2024
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 93 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 38 0 0 01 Nov 2024
Enhancing Multimodal Medical Image Classification using Cross-Graph Modal Contrastive Learning Jun-En Ding Chien-Chin Hsu Feng Liu Shuqiang Wang Feng Liu 59 0 0 23 Oct 2024
SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding Ying Chen Guoan Wang Yuanfeng Ji Yanjun Li Jin Ye Tianbin Li Bin Zhang Nana Pei Rongshan Yu Yu Qiao VLM LM&MA 51 3 0 15 Oct 2024
Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology Pei Liu Luping Ji Jiaxiang Gou Bo Fu Mao Ye 31 2 0 14 Sep 2024
Multi-modal Data Binding for Survival Analysis Modeling with Incomplete Data and Annotations Linhao Qu Dan Huang Shaoting Zhang Xiaosong Wang 40 2 0 25 Jul 2024
A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model Yingxue Xu Yihui Wang Fengtao Zhou Jiabo Ma Shu Yang ... Anjia Han Ronald Cheong Kin Chan Li Liang Xiuming Zhang Hao Chen 37 15 0 22 Jul 2024
DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification Yuan Zhang Yaolei Qi Xiaoming Qi Yongyue Wei Guanyu Yang 43 2 0 11 Jul 2024
GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation Chenxin Li Xinyu Liu Cheng Wang Yifan Liu Weihao Yu Jing Shao Yixuan Yuan 42 13 0 08 Jul 2024
Multimodal Prototyping for cancer survival prediction Andrew H. Song Richard J. Chen Guillaume Jaume Anurag J. Vaidya Alexander S. Baras Faisal Mahmood 29 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 32 5 0 28 Jun 2024
Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images Songhan Jiang Zhengyu Gan Linghan Cai Yifeng Wang Yongbing Zhang 30 0 0 25 Jun 2024
Knowledge-driven Subspace Fusion and Gradient Coordination for Multi-modal Learning Yupei Zhang Xiaofei Wang Fangliangzi Meng Jin Tang Chao Li MedIm 29 2 0 20 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 34 10 0 14 Jun 2024
Unified Modeling Enhanced Multimodal Learning for Precision Neuro-Oncology Huahui Yi Xiaofei Wang Kang Li Chao Li 35 0 0 11 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 43 2 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 47 25 0 19 May 2024
SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction Ying Chen Jiajing Xie Yuxiang Lin Yuhang Song Wenxian Yang Rongshan Yu Mamba 39 6 0 11 Apr 2024
Cohort-Individual Cooperative Learning for Multimodal Cancer Survival Analysis Huajun Zhou Fengtao Zhou Hao Chen 24 3 0 03 Apr 2024
Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide Images Zhikang Wang Yumeng Zhang Yingxue Xu S. Imoto Hao Chen Jiangning Song 25 6 0 15 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 43 10 0 13 Mar 2024
Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology Wenhao Tang Fengtao Zhou Shengyue Huang Xiang Zhu Yi Zhang Bo Liu 42 20 0 27 Feb 2024
Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction Yilan Zhang Yingxue Xu Jianqi Chen Fengying Xie Hao Chen 40 25 0 03 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 28 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 41 43 0 13 Apr 2023