Computational Pathology

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5 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. Label-Free Coreset Selection with Foundation Models for Efficient Annotation in Computational Pathology

    Oct 5, 2026Tuo Yin, Jennifer DhontComputational Pathology

    Department of Medical Physics, Institut Jules Bordet, Hˆpital Universitaire de Bruxelles (HUB), Belgium · Radiophysics and MRI Physics Laboratory, Universit´e Libre de Bruxelles (ULB), Belgium · Laboratory of Image Synthesis and Analysis (LISA), Universit´e Libre de Bruxelles (ULB), Belgium

  2. SCALE: Synthetic Calibration via Agreement Labeling in Embedding Space

    Sep 30, 2026Wenjun Liu, Saeed HassanpourPathology Foundation ModelsComputational Pathology

    Department of Computer Science Dartmouth College Hanover, NH, USA · Departments of Biomedical Data Science, Computer Science, and Epidemiology Dartmouth College, Hanover, NH, USA

  3. HERO: Histology Encoder for Robust Representation in Oncology

    Sep 28, 2026Zhi Li, Eghbal Amidi, Yating Cheng +12Pathology Foundation ModelsComputational Pathology

    Caris Life Sciences, Irving, TX, United States

  4. Role-Guided MOE for Encoder-Level Pathology Representation Learning in WSI Classification

    Sep 28, 2026Xinyu Ma, Xing Yang, Hongtao Jin +4Pathology Foundation ModelsComputational Pathology

    Artificial Intelligence Research Institute, Shenzhen MSU-BIT University, Shenzhen 518172, China · Shenzhen People’s Hospital, Shenzhen 518020, China

  5. Do Center Biases Propagate? Robustness of Pathology Foundation Models in Whole-Slide Image Classification

    Sep 23, 2026Ilán Carretero, Pablo Meseguer, Rocío del Amor +1Computational PathologyPathology Foundation Models

    CVBLab, HumanTech, Universitat Politècnica de València (UPV), Valencia, Spain · Artikode Intelligence S.L., Valencia, Spain

  6. FFM-CP: Cross-Backbone Fusion of Vision-Language Foundation Models for Few-Shot Computational Pathology

    Sep 23, 2026Anh-Tien Nguyen, Trung DQ. Dang, Nghiem Tuong Diep +9Pathology Foundation ModelsComputational Pathology

    Institute for Predictive Deep Learning for Medicine and Healthcare, Giessen University, Germany · Department of Medical Informatics, University Medicine Gottingen, Germany · Department of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark +8

  7. Reliable Benchmarking of Artifact Detection in Computational Pathology: A Reproducibility and Uncertainty Analysis

    Aug 31, 2026Konstantinos Moutselos, Ilias MaglogiannisWhole-Slide ImagesComputational Pathology

    Department of Digital Systems, University of Piraeus, Piraeus, Greece

  8. LUCAID: Agentic Multimodal AI for Lung Cancer Precision Pathology

    Aug 24, 2026Marie-Lisa Eich, Kai Standvoss, Timo Milbich +30Computational PathologyTumor

    Institute of Pathology, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, Germany · Berlin Institute of Health at Charité – Universitätsmedizin Berlin, BIH Biomedical Innovation Academy, BIH · Charité Digital Clinician +13

  9. Gated Spatial Redundancy Projection for Pathology Transformer Attentions

    Aug 8, 2026Zhiyuan Yang, Jiahao Cheng, Vincent Quoc-Huy Trinh +1Computational PathologyWhole-Slide Images

    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

  10. Explanation Stability of Test-Time Adaptation in Computational Pathology: A Large-Scale Benchmark

    Aug 7, 2026R. G. Bahumanya, Harshith V. M., Shreyank N. Gowda +1Computational PathologyTest-Time Adaptation

    Department of Computer Science and Engineering, R.V. College of Engineering, Bengaluru, India · School of Computer Science, University of Nottingham, Nottingham, United Kingdom

  11. Beyond Relevance: Bayesian Evidence Acquisition for Agentic Whole-Slide Image Reasoning

    Aug 6, 2026Bryan Wong, Xun Xu, Huazhu Fu +2Whole-Slide ImagesComputational Pathology

    1Korea Advanced Institute of Science and Technology (KAIST) · Institute of Advanced Intelligence and Computing (IAIC), A*STAR · Centre for Frontier AI Research (CFAR), A*STAR

  12. From Multi-Resolution Cells to Gigapixel Whole Slide Images Foundation Model for Computational Pathology

    Aug 4, 2026Basit Alawode, Moshira Ali Abdalla, Dwarikanath Mahapatra +2Whole-Slide ImagesComputational Pathology

    Khalifa University of Science and Technology, UAE · University of Western Australia, Australia

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

    Aug 3, 2026Abdallah Lamane, Abdul Rahman Diab, Ren-Chin Wu +1Computational PathologySurvival Predictions

    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

  14. Training-Free Out-of-Distribution Detection for Pathology Whole-Slide Images

    Aug 2, 2026Sabri Mustafa Kahya, Richard R. Chen, Muhammet Sami Yavuz +4Computational PathologyWhole-Slide Images

  15. Pretraining Multiple Instance Learning Networks with Multi-Teacher Distillation from Pathology Slide Foundation Models

    Jul 16, 2026Mingxi Fu, Jiawen Li, Renao Yan +4Multiple Instance LearningWhole-Slide Images

    Tsinghua Shenzhen International Graduate School, Tsinghua University · University of Washington · City University of Hong Kong (Dongguan) +2

  16. CGRL: Concept-Guided Pruning and Representation Learning for Whole-Slide Image Classification

    Jul 14, 2026Thuc Huynh, Tuan Le, Doanh C. BuiWhole-Slide ImagesComputational Pathology

    University of Information Technology, Ho Chi Minh City, Vietnam · Vietnam National University Ho Chi Minh City, Ho Chi Minh City, Vietnam

  17. Auditing Data Leakage in Whole-Slide Image Multimodal Benchmarks

    Jul 14, 2026Wenhao Zhang, Zhongliang Zhou, John Kang +1Whole-Slide ImagesComputational Pathology

    University of Virginia · Merck & Co., Inc.

  18. ProsMAE: Multi-Source MAE Pretraining for ISUP Grade Classification

    Jul 9, 2026Anna Jung, Kyeonghun Kim, Youngung Han +6Computational Pathology3D Masked Autoencoders

    SNU · OUTTA · GIST +1

  19. Continual Model Merging with Test-Time Adaptation for Whole-Slide Image Analysis

    Jul 6, 2026Duc-Thanh Le, Doanh C. Bui, Maï K. Nguyen +1Continual Model MergingComputational Pathology

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

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

    Jul 6, 2026Vu Minh Tran, Doanh C. Bui, Maï K. Nguyen +1Whole-Slide ImagesComputational Pathology

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

  21. The Good, the Bad, and the Brittle: Benchmarking Robustness and Generalisation of Histopathology Foundation Models

    Jul 5, 2026Dhyey Yajnik, Amina Asif, Fayyaz MinhasPathology Foundation ModelsComputational Pathology

    Predictive Systems in Biomedicine Lab, Tissue Image Analytics Centre, Department of Computer Science, University of Warwick, United Kingdom

  22. Paired Uterine Whole-Slide Images and Pathology Reports for Multimodal Computational Pathology

    Jul 4, 2026Han Li, Jingsong Liu, Ayako Ura +14Computational PathologyWhole-Slide Images

    Institute of Pathology, Technical University of Munich, Munich, Germany · 2Computer Aided Medical Procedures (CAMP), Technical University of Munich, Munich, Germany · 6Munich Center for Machine Learning (MCML), Munich, Germany +4

  23. Evaluating Agentic Harness Systems for Autonomous Computational Pathology

    Jul 1, 2026Jie Lin, Zongyi Chen, Qiaoling Zheng +6Computational PathologyReal-World Clinical Workflows

    Department of Computer Science at School of Informatics, Xiamen University, Xiamen, China. · National Institute for Data Science in Health and Medicine, Xiamen University, Xiamen, China. · Department of Pathology, Fujian Medical University Union Hospital, Fuzhou, China. +1

  24. TaxoMIL: Taxonomy-Constrained Learning for Hierarchical Whole Slide Image Analysis

    Jun 30, 2026Chaeyeon Lee, Khang Nguyen Quoc, Jinsol Song +3Whole-Slide ImagesComputational Pathology

    School of Electrical Engineering, Korea University, Seoul, Republic of Korea · Department of Hospital Pathology, The Catholic University of Korea College of Medicine, Seoul, Republic of Korea

  25. Mitigating Batch Effects in Histopathology via Language-Mediated Robust Embedding Generation

    Jun 27, 2026Yishu Zhang, Shushan Wu, Zhenzhong Zhang +8Pathology Foundation ModelsComputational Pathology

    University of North Carolina at Chapel Hill

  26. Performance and Interpretability of Convolutional, Transformer, and Hybrid Deep Learning Models in Colorectal Histology Classification

    Jun 21, 2026Reza BozorgpourComputational PathologyTransformer Architectures

    College of Engineering & Applied Science, Department of Biomedical Engineering, University of Wisconsin-Milwaukee, Milwaukee, WI, USA

  27. Single-Stage Hierarchical Rectification for Weakly Supervised Histopathology Segmentation

    Jun 18, 2026Duc T. Nguyen, Hoang-Long Nguyen, Thanh-Ha DO +1Computational PathologySemantic Segmentation

    College of Engineering & Computer Science, VinUniversity, Hanoi, Vietnam · VinUni-Illinois Smart Health Center, VinUniversity, Hanoi, Vietnam · The Computer Vision and Medical AI Lab, VinUniversity, Hanoi, Vietnam +1

  28. Vision-Language Models as Zero-Annotation Oracles in Histopathology

    Jun 15, 2026Vishal Jain, Giorgio Buzzanca, Sarah Cechnicka +6Digital PathologyComputational Pathology

    Imperial College London, London, UK · Leiden University Medical Center, Leiden, The Netherlands · KU Leuven, Leuven, Belgium +3

  29. Democratizing and accelerating AI-driven pathology research through agentic intelligence

    Jun 12, 2026Jiabo Ma, Cheng Jin, Yihui Wang +19Computational PathologyAgentic Workflows

    Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong SAR, China · Department of Pathology, Nanfang Hospital, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China · Guangdong Province Key Laboratory of Molecular Tumor Pathology, Guangzhou, China +9

  30. Atlas H&E-TME: Scalable AI-Based Tissue Profiling at Expert Pathologist-Level Accuracy

    Jun 10, 2026Kai Standvoss, Miriam Hägele, Rosemarie Krupar +25Computational PathologyBiomarker

    Aignostics, Germany · Institute of Pathology, Charité – Universitätsmedizin Berlin, Germany · Berlin Institute of Health, Charité – Universitätsmedizin Berlin, Germany +9

  31. AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction

    Jun 10, 2026Jiawei Niu, Jian Chen, Di Zhang +8Computational PathologyMultiple Instance Learning

    School of Computer Science and Technology, Xi’an Jiaotong University, Xi’an, China · Department of Oncology, University of Cambridge, Cambridge, UK · Xiangya School of Medicine, Central South University, Changsha, Hunan, China

  32. Stain-Aware Wavelet Regularization for Instant Adversarial Purification in Histopathology

    Jun 7, 2026Zhe Li, Bernhard KainzDigital PathologyComputational Pathology

    FAU Erlangen-Nürnberg Erlangen, Germany · Imperial College London London, UK

  33. A Multi-modal Agentic Co-pilot for Evidence Grounded Computational Pathology

    Jun 6, 2026Zhe Xu, Zhengyu Zhang, Zhiyuan Cai +12Computational PathologyPathology Foundation Models

    Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Hong Kong, China · Department of Pathology, Nanfang Hospital, Southern Medical University, Guangzhou, China · Department of Pathology, School of Basic Medical Sciences, Southern Medical University, Guangzhou, China +7

  34. Mitosis Detection in the Wild: Multi-Tumor and Context-Aware Generalization in the MIDOG 2025 Challenge

    Jun 5, 2026Marc Aubreville, Jonas Ammeling, Sweta Banerjee +64Mitotic FiguresComputational Pathology

  35. DaX: Learning General Pathology Representations Across Scales

    Jun 5, 2026Bokai Zhao, Yiyang Zhang, Long Bai +3Computational Pathology

    DAMO Academy, Alibaba Group · Institute of Automation, Chinese Academy of Sciences · Hupan Lab

  36. Class-Specific Branch Attention for Mitigating Gradient Interference under Class Imbalance

    Jun 4, 2026Arush Singhal, Umang SoniImbalanced ClassificationClass Imbalance

    aThapar Institute of Engineering and Technology, Patiala, India · bNetaji Subhash University of Technology, New Delhi, India

  37. Pathway-Structured Privileged Distillation for Deployable Computational Pathology

    Jun 1, 2026Yongxin Guo, Hao Lu, Onur Koyun +2Computational PathologyTranscriptomics

    1*School of Medicine, Wake Forest University, Winston-Salem, NC, USA.

  38. PathAR: Structure-First Autoregressive Synthesis of Multimodal Pathology Images

    Jun 1, 2026Yuan Zhang, Jiahao Xia, Junzhang Huang +4Medical Image GenerationPathology Foundation Models

    Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications (Southeast University), Ministry of Education, Nanjing 210096, China · Centre for Innovation and Precision Eye Health, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore · Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 119228, Singapore +2

  39. Benchmarking Pathology Foundation Models for Spatial Domain Understanding

    May 25, 2026Bokai Zhao, Yiyang Zhang, Yuanchi Zhu +6Computational PathologySpatial Transcriptomics

    School of Artificial Intelligence, University of Chinese Academy of Sciences. · Brainnetome Center, Institute of Automation, Chinese Academy of Sciences. · Beijing Key Laboratory of Brainnetome and Brain-Computer Interface, Institute of Automation, Chinese Academy of Sciences. +2

  40. Graph Mamba Survival Analysis Based on Topology-Aware ordering

    May 23, 2026Yuanfang Chen, Peiqiang Yan, Yuntao Shou +2Mamba-Based ModelsComputational Pathology

    School of Mathematics and Statistics, Xi’an Jiaotong University, West China Science and Technology Innovation Harbor, Xi’an, 710049, Shaanxi Province, China · School of Computer Science and Technology, Xi’an Jiaotong University, West China Science and Technology Innovation Harbor, Xi’an, 710049, Shaanxi Province, China

  41. ConceptM3^3oE: Concept-Guided Multimodal Mixture of Experts for Interpretable Computational Pathology

    May 23, 2026Xuan Wang, Zhongling Xu, Gopi Kannedhara +13Computational PathologyMultimodal Clinical Data

    University of Texas at Austin, Austin, TX, USA · University of North Carolina at Chapel Hill, NC, USA · Dell Children’s Medical Center, Austin, TX, USA +2

  42. FedStain: Modeling Higher-Order Stain Statistics for Federated Domain Generalization in Computational Pathology

    May 14, 2026Fengyi Zhang, Junya Zhang, Wenzhuo SunFederated LearningComputational Pathology

    School of Electronic Science and Technology, Hainan University, Haikou, China, 570228 · School of Computer Science and Technology, Xidian University, Xi’an, China, 710126 · Xiangjiang College of Elite Engineers, Hunan University, Changsha, China, 410082

  43. Bridging the Modality Bottleneck in Pathology MIL through Virtual Molecular Staining

    May 12, 2026Yucheng Xing, Pei Liu, Jingying Ma +6Computational PathologyPathology Foundation Models

    National University of Singapore, Singapore · Hunan University, China · Peking Union Medical College Hospital (PUMCH), China +1

  44. CellDX AI Autopilot: Agent-Guided Training and Deployment of Pathology Classifiers

    May 11, 2026Alexey Pchelnikov, Aleksei PchelnikovComputational PathologyArtificial Intelligence Models

    1HistAI

  45. NucEval: A Robust Evaluation Framework for Nuclear Instance Segmentation

    May 4, 2026Amirreza Mahbod, Ramona Woitek, Jeanne ShenComputational PathologyMultiple Instance Learning

    Research Center for Medical Image Analysis and Artificial Intelligence, Department of Medicine, Faculty of Medicine and Dentistry, Danube Private University, Krems an der Donau, Austria · Department of Pathology, Stanford University School of Medicine, USA · Center for Artificial Intelligence in Medicine & Imaging, Stanford University, USA

  46. Semantic Context-aware mOdality fUsion Transformer (SCOUT): A Context-Aware Multimodal Transformer for Concept-Grounded Pathology Report Generation

    May 1, 2026Suryakant Singh, Saarthak Kapse, Joel Saltz +1Computational PathologyWhole-Slide Images

    Stony Brook University

  47. Dino-NestedUNet: Unlocking Foundation Vision Encoders for Pathology Tumor Bulk Segmentation via Dense Decoding

    Apr 27, 2026Tianyang Wang, Ziyu Su, Abdul Rehman Akbar +7Tumor SegmentationU-Net

    Department of Pathology, College of Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, USA · Department of Biomedical Engineering, The Ohio State University, Columbus, OH, USA

  48. Benchmarking Pathology Foundation Models for Breast Cancer Survival Prediction

    Apr 27, 2026Fredrik K. Gustafsson, Constance Boissin, Johan Vallon-Christersson +2Survival PredictionsPathology Foundation Models

    Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden · Division of Oncology, Department of Clinical Sciences Lund, Lund University, Lund, Sweden · Department of Engineering Science, University of Oxford, Oxford, UK +1

  49. SegMix:Shuffle-based Feedback Learning for Semantic Segmentation of Pathology Images

    Apr 17, 2026Zhiling Yan, Sicheng Chen, Tianyi Zhang +3Computational PathologySemantic Segmentation

    JD AI Research, Beijing, China · School of Microelectronics, Xi’an Jiaotong University · Beijing Advanced Innovation Center for Biomedical Engineering, School of Biological Science and Medical Engineering, Beihang University

  50. MOOZY: A Patient-First Foundation Model for Computational Pathology

    Mar 27, 2026Yousef Kotp, Vincent Quoc-Huy Trinh, Christopher Pal +1Pathology Foundation ModelsComputational Pathology

    CSSE, Concordia University, Montréal, Canada · Mila – Québec AI Institute, Montréal, Canada · CHUM, Université de Montréal, Montréal, Canada +4

  51. Designing UNICORN: a Unified Benchmark for Imaging in Computational Pathology, Radiology, and Natural Language

    Mar 3, 2026Michelle Stegeman, Lena Philipp, Fennie van der Graaf +20Pathology Foundation ModelsComputational Pathology

    and on behalf of the UNICORN consortium · Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands · Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands +2

  52. Semi-Supervised Domain Adaptation with Latent Diffusion for Pathology Image Classification

    Jan 23, 2026Tengyue Zhang, Ruiwen Ding, Luoting Zhuang +3Computational PathologyDomain Adaptation

    Medical & Imaging Informatics, Department of Radiological Sciences, David Geffen School of Medicine, University of California, Los Angeles (UCLA), Los Angeles, CA 90024, USA · Bioengineering Department, Henry Samueli School of Engineering, UCLA, Los Angeles, CA 90024, USA · Department of Pathology & Laboratory Sciences, David Geffen School of Medicine, UCLA, Los Angeles, CA 90024, USA

  53. Controllable Diffusion-Based Lesion Inpainting for Scalable Histopathology Data Augmentation

    Jan 13, 2026Mohamad Koohi-Moghadam, Mohammad-Ali Nikouei Mahani, Rex K. H. Au-Yeung +6Digital PathologyComputational Pathology

    Department of Diagnostic Radiology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pok Fu Lam, Hong Kong SAR, PR China · Department of Pathology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China · Department of Anatomical and Cellular Pathology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong SAR, China. +2

  54. LSP-DETR: Efficient and Scalable Nuclei Segmentation in Whole-Slide Images

    Jan 6, 2026Matěj Pekár, Vít Musil, Rudolf Nenutil +2Whole-Slide ImagesComputational Pathology

    Masaryk University, Faculty of Informatics, Botanická 68a, Brno, 602 00, Czech Republic · Masaryk Memorial Cancer Institute, Žlutý kopec 7, Brno, 656 53, Czech Republic · BBMRI-ERIC, Neue Stiftingtalstraße 2/B/6, Graz, 8010, Austria

  55. PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology

    Dec 19, 2025Fengchun Liu, Songhan Jiang, Linghan Cai +2Whole-Slide ImagesComputational Pathology

    Harbin Institute of Technology, Shenzhen, School of Computer Science and Technology · National University of Singapore, Department of Electronic and Computer Engineering

  56. Accurate and Scalable Multimodal Pathology Retrieval via Attentive Vision-Language Alignment

    Oct 27, 2025Hongyi Wang, Zhengjie Zhu, Junlin Hou +13Whole-Slide ImagesDigital Pathology

    Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China · College of Computer Science and Technology, Zhejiang University, Hangzhou, China. · School of Medicine, Wake Forest University, Winston-Salem, NC, USA. +11

  57. CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival Prediction

    Mar 3, 2025Rustin Soraki, Huayu Wang, Sitong Liu +2Whole-Slide ImagesComputational Pathology

    University of Washington, Seattle, WA · University of California, Los Angeles, CA

  58. PathoHR: Breast Cancer Survival Prediction on High-Resolution Pathological Images

    Date pendingYang Luo, Shiru Wang, Jun Liu +7Computational PathologyFeature Extraction

    XJLTU · Dartmouth · NUP +7