Cancer Survival Prediction

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3 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. Anchor-driven Multi-modal Multi-scale Expert Selection for Survival Prediction

    Oct 6, 2026Tao Zhou, Ying Hu, Huazhu Fu +3Cancer Survival PredictionMixture of Experts

    School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China · Institute of Advanced Intelligence and Computing (IAIC), Agency for Science, Technology and Research (A*STAR), Singapore 138632 · School of Computer Science and Engineering, Southeast University, Nanjing 211189, China +2

  2. Modeling Whole-Slide Images as Dynamic Tumor Microenvironment Fields

    Sep 28, 2026Lei Wu, Jiashuai Liu, Di Zhang +9Cancer Survival PredictionHistopathology Image Classification

    School of Computer Science and Technology, Xi’an Jiaotong University · University of Cambridge · Institute of Intelligent Medicine, Chinese Academy of Medical Sciences

  3. A Multimodal Dataset for Survival Prediction in Resected Pancreatic Ductal Adenocarcinoma

    Sep 24, 2026Anh-Tien Nguyen, Mawuko Tettey, Jacqueline Michelle Metsch +14Cancer Survival PredictionOncology

    Institute for Predictive Deep Learning for Medicine and Healthcare, Giessen University, Germany · Department of Medical Informatics, University Medical Center Göttingen, Germany · Institute of Pathology, University Medical Center Göttingen, Germany +2

  4. CHIMERA Challenge Task 2 and 3: Response Subtypes Classification and Progression Survival Prediction in Bladder Cancer Patients using Multimodal Datasets

    Sep 8, 2026Catherine Chia, Tongjie Wang, Robert Spaans +12Multimodal RobustnessCancer Survival Prediction

  5. Gated Spatial Redundancy Projection for Pathology Transformer Attentions

    Aug 8, 2026Zhiyuan Yang, Jiahao Cheng, Vincent Quoc-Huy Trinh +1Cancer Survival PredictionSelf-Attention

    Department of Computer Science and Software Engineering (CSSE), Concordia University, Montreal, Canada · Axe Cancer, Centre de recherche du CHUM, Université de Montréal, Montréal, Canada · Mila - Quebec AI Institute, Montreal, Canada

  6. DoGMA: A Central-Dogma-Guided Foundation Model for Multi-Omics Alignment and Multi-Task Learning in Oncology

    Aug 8, 2026Junfei Ling, Bangzheng Pu, Bingsen Xue +3Cancer Survival PredictionClinical Outcome Prediction

    Institute of Medical Robotics, Shanghai Jiao Tong University · Institute of Medical Robotics, Shanghai Jiao Tong University, Shanghai 200240, China · Institute of Data Science, The University of Hong Kong +1

  7. CIGTSurv: Clinical Information Guided Tri-modal Survival Prediction with Local Prototype Association and Global Feature Alignment

    Aug 4, 2026Jing Dai, Qibin Zhang, Weiwei Zhou +4Cancer Survival PredictionSurvival Analysis

    Cancer Hospital of Dalian University of Technology, Shenyang, China · School of Biomedical Engineering, Faculty of Medicine, Dalian University of Technology, Dalian, China · Institute of Pathology, Technical University of Munich, TUM School of Medicine and Health, Munich, Germany +2

  8. The Cost of Binarizing Survival Outcomes in Clinical Prognostic Modeling

    Aug 4, 2026Shashank Yadav, David M. Routman, Andrew Y. K. FoongCancer Survival PredictionBayesian Networks

    Department of Radiation Oncology Mayo Clinic, Rochester, MN, USA 55905

  9. Spatial proteomics guided by H&E-based AI reveals recurrence-risk niches in triple-negative breast cancer

    Aug 4, 2026Yesung Cho, Ji Hwan Park, Chanil Kim +27Breast CancerComputational Pathology

    OmixAI Co. Ltd., Seoul, Republic of Korea · Meteor Biotech Co. Ltd., Seoul, Republic of Korea · Oncocross Co. Ltd., Seoul, Republic of Korea +4

  10. SAGE: Semantic Explainability of Attention-Based Survival Models in Computational Pathology

    Aug 3, 2026Abdallah Lamane, Abdul Rahman Diab, Ren-Chin Wu +1Computational PathologyCancer Survival Prediction

    Massachusetts Institute of Technology, Cambridge, MA, USA · Department of Data Science, Dana-Farber Cancer Institute, Boston, MA · Department of Pathology, Dana-Farber Cancer Institute, Boston, MA +2

  11. Structured Proxy Features for Multimodal NSCLC Survival Prediction from Pretreatment CT

    Aug 1, 2026Huu Phong Nguyen, Delower Hossain, Ehsan Saghapour +2Cancer Survival PredictionOncology

    Department of Biomedical Informatics and Data Science, School of Medicine, The University of Alabama at Birmingham (UAB), Birmingham, AL, United States. · Department of Computer Science, The University of Alabama at Birmingham (UAB), Birmingham, AL, United States. · System Pharmacology and AI Research Center (SPARC), The University of Alabama at Birmingham (UAB), Birmingham, AL, United States.

  12. Empirical investigation of 3D CT Foundation Models and Unsupervised Adaptation for Head and Neck Cancer Recurrence Prediction

    Jul 29, 2026Bilel Guetarni, Feryal Windal, David Pasquier +1Medical Imaging Foundation ModelsUnsupervised Domain Adaptation

    University of Lille, CRISTAL UMR CNRS 9189, France · Junia, Lille, France · UMR 8520, CNRS, France +4

  13. HERMES: A Hybrid Ensemble for Head-and-Neck Tumor Segmentation, TN Staging, and Recurrence-Free Survival on PET/CT

    Jul 29, 2026Kai Wang, Meixu Chen, Elie Nasr +2Cancer Survival PredictionPET/CT Imaging

    Department of Radiation Oncology, University of Colorado School of Medicine, Aurora, CO, USA

  14. Segmentation Robustness and Predictive Utility in Glioblastoma Radiomics: Evidence for a Trade-off in Survival Modelling

    Jul 26, 2026Mariya Miteva, Maria Nisheva-PavlovaCancer Survival PredictionRadiomics

    Faculty of Mathematics and Informatics – Sofia University St. Kliment Ohridski, 5 James Bourchier Blvd., Sofia 1164, Bulgaria

  15. A Multi-Cohort Validation of Censoring-Aware Conformal Lower Predictive Bounds for Pathology Survival Models

    Jul 23, 2026Mingi HongComputational PathologyCancer Survival Prediction

    Independent Researcher

  16. SAGEAgent: A Self-Evolving Agent for Cost-Aware Modality Acquisition in Multimodal Survival Prediction

    Jul 10, 2026Chongyu Qu, Can Cui, Zhengyi Lu +8Cancer Survival PredictionClinical Decision Support

    Vanderbilt University, Nashville TN 37235, USA · Vanderbilt University Medical Center, Nashville TN, 37232 USA

  17. Towards Precision Therapy in Hepatocellular Carcinoma: A Clinical-Reasoning LLM for Risk Stratification and Treatment Guidance

    Jul 9, 2026Peng Cui, Jitao Wang, Siyan Xue +41Cancer Survival PredictionClinical Decision Support

  18. CT-CLIP Representations for Multimodal Lung Cancer Survival Prediction

    Jul 9, 2026Sofie Allgöwer, Mikael Johansson, Andreas Hallqvist +4Medical Imaging Foundation ModelsRadiology VLMs

    Chalmers University of Technology, Gothenburg, Sweden · Umeå University, Umeå, Sweden · Sahlgrenska University Hospital, Gothenburg, Sweden +1

  19. Biologically Informed Deep Neural Networks for Multi-Omic Integration, Pathway Activity Inference and Risk Stratification in Cancer

    Jul 6, 2026Pedro Henrique da Costa Avelar, Le Ou-Yang, Min Wu +1Cancer Survival PredictionAutoencoders

    Department of Informatics, King’s College London, London WC2B 4BG, United Kingdom · Institute for Infocomm Research, Agency for Science, Technology and Research (A*STAR), Singapore 138632, Singapore · Division of Informatics, Imaging and Data Science, Faculty of Biology, Medicine and Health, University of Manchester +1

  20. MergeSurv: Merging-Based Continual Learning for Survival Analysis on Whole-Slide Images

    Jul 6, 2026Vu Minh Tran, Doanh C. Bui, Maï K. Nguyen +1Cancer Survival PredictionSurvival Analysis

    University of Information Technology · 2Viet Nam National University Ho Chi Minh City · 3ETIS (UMR 8051), CY Cergy Paris University, ENSEA, CNRS, France

  21. SHIFT: Survival Prediction from Incomplete and Heterogeneous Genomic Data

    Jul 4, 2026Muhammet Sami Yavuz, Ayhan Can Erdur, Sabri Mustafa Kahya +2Cancer GenomicsCancer Survival Prediction

    AI for Image-Guided Diagnosis and Therapy, School of Medicine and Health, Technical University of Munich (TUM), Munich, Germany · Munich Center for Machine Learning (MCML) · Department of Radiation Oncology, TUM University Hospital +4

  22. Foundation Models vs. Radiomics for Lung Computed Tomography: A Benchmark of Feature Extractors, Classification Heads, and Segmentation Choices

    Jul 1, 2026Nils Neukirch, Martin Maurer, Nils StrodthoffMedical Imaging Foundation ModelsCancer Survival Prediction

    Division AI4Health, Carl von Ossietzky Universität Oldenburg, Ammerländer Heerstraße 114-118, Oldenburg 26129, Niedersachsen, Germany · University Institute for Diagnostic and Interventional Radiology, Klinikum Oldenburg AöR, Rahel-Straus-Straße 10, Oldenburg 26133, Niedersachsen, Germany

  23. JASPR: Joint Spatial Representation learning of histology and spatial genomics for improved virtual genomic screening and clinical prognostication

    Jun 24, 2026Marija Pizurica, Eric Zimmermann, Neil Tenenholtz +5Cancer GenomicsComputational Pathology

    Microsoft Research, Cambridge, MA, United States · Stanford University, CA, United States

  24. Federated Survival Analysis in Healthcare: A Multi-Model Evaluation on Cross-Institutional Heterogeneous Breast Cancer Data

    Jun 22, 2026Natalia Moreno-Blasco, Anusha Ihalapathirana, Pekka Siirtola +1Cancer Survival PredictionSurvival Analysis

    Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland · Biomimetics and Intelligent Systems Group, University of Oulu, Oulu, Finland · Faculty of Engineering, University of Deusto, Bilbao, Spain

  25. HEad and neCK TumOR (HECKTOR) 2025: Benchmark of Segmentation, Diagnosis, and Prognosis in Multimodal PET/CT

    Jun 18, 2026Numan Saeed, Salma Hassan, Shahad Hardan +27Cancer Survival PredictionPET/CT Imaging

    Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE. · Amsterdam UMC, Amsterdam, The Netherlands. · The Netherlands Cancer Institute, Amsterdam, The Netherlands. +22

  26. Evidential Fusion Network for Multimodal Survival Prediction under Missing Modalities

    Jun 18, 2026Yucheng Xing, Hailan Mo, Zi Wang +2Missing-Modality LearningUncertainty Quantification

    National University of Singapore, Singapore · Imperial College London, London, UK

  27. Semantic-Anchored Evidential Fusion for Domain-Robust Whole-Slide Survival Analysis

    Jun 18, 2026Yucheng Xing, Ling Huang, Pei Liu +4Computational PathologyCancer Survival Prediction

    National University of Singapore, Singapore · Imperial College London, London, UK · Hunan University, Changsha, China

  28. ChronoSurv: A Clinical Pathway-Guided Graph Framework for Multimodal Survival Analysis

    Jun 17, 2026Hugo Miccinilli, Theo Di PiazzaCancer Survival PredictionHeterogeneous GNNs

    Université Paris-Saclay, CentraleSupélec, MICS, France · University of Lyon, INSA Lyon, CREATIS, France

  29. Trimodal Glioma Representation Alignment via Volumetric Contrastive Learning

    Jun 12, 2026Denise Marini, Eleonora Grassucci, Danilo ComminielloCancer Survival PredictionCross-Modal Alignment

    Dept. of Information Engineering, Electronics, and Telecommunications, Sapienza University of Rome, Italy

  30. Time-Conditioned and Multi-Time Survival Prediction from 2D PET/CT Projections in Lung Cancer

    Jun 10, 2026Ashish Chauhan, Sambit Tarai, Elin Lundström +3Cancer Survival PredictionSurvival Analysis

    Radiology, Department of Surgical Sciences, Uppsala University, Uppsala, Sweden · National Academic Infrastructure for Supercomputing (NAISS), LinköpingJun University, Linköping, Sweden · Antaros Medical, Mölndal, Sweden +1