Whole-Slide Image Analysis

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17 papers in the last four weeks, up 89% on the four weeks before. 0.2% of all new papers.

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

    Mar 27, 2026Yousef Kotp, Vincent Quoc-Huy Trinh, Christopher Pal +1Computational PathologySelf-Supervised Pre-Training

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

  2. ReconMIL: Synergizing Latent Space Reconstruction with Bi-Stream Mamba for Whole Slide Image Analysis

    Mar 20, 2026Lubin Gan, Jing Zhang, Heng Zhang +4Histopathology Image ClassificationMedical Image Localization

    USTC, Anhui, China · Anhui Province Key Laboratory of Biomedical Imaging and Intelligent Processing, Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Anhui, China · SCNU, Guangdong, China +2

  3. BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology

    Mar 3, 2026Xiaojing Guo, Jiatai Lin, Yumian Jia +39Breast CancerHealthcare

  4. Context-aware Skin Cancer Epithelial Cell Classification with Scalable Graph Transformers

    Feb 17, 2026Lucas Sancéré, Noémie Moreau, Katarzyna BozekComputational PathologyOncology

    Faculty of Mathematics and Natural Sciences, University of Cologne, Cologne, North Rhine-Westphalia, Germany · Institute for Biomedical Informatics, Faculty of Medicine and University Hospital Cologne, University of Cologne, North Rhine-Westphalia, Germany · Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and University Hospital Cologne, University of Cologne, North Rhine-Westphalia, Germany +1

  5. AtlasPatch: Scalable Foundation Model-based Tissue Detection and Patch Extraction for Computational Pathology

    Feb 3, 2026Ahmed Alagha, Christopher Leclerc, Yousef Kotp +12Computational PathologyWhole-Slide Image Analysis

    Department of Computer Science and Software Engineering (CSSE), Concordia University, Montreal, QC, Canada, H3G 1M8 · Concordia Institute for Information Systems Engineering (CIISE), Concordia University, Montreal, QC, Canada, H3G 1M8 · Mila–Quebec AI Institute, Montreal, QC, Canada, H2S 3H1 +5

  6. Toxicity Assessment in Preclinical Histopathology via Class-Aware Mahalanobis Distance for Known and Novel Anomalies

    Feb 2, 2026Olga Graf, Dhrupal Patel, Peter Groß +3Histopathology Image SegmentationMahalanobis Distance

    Tübingen AI Center, University of Tübingen, Tübingen, Germany · Toxicologic Pathologist, Gujarat, India · Boehringer Ingelheim Pharma GmbH and Co., Biberach an der Riß, Germany +1

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

    Jan 6, 2026Matěj Pekár, Vít Musil, Rudolf Nenutil +2Computational PathologyImage Segmentation

    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

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

    Dec 19, 2025Fengchun Liu, Songhan Jiang, Linghan Cai +2Computational PathologyVision-Language Grounding

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

  9. Towards Cellular-Scale Interpretability in Pathology Foundation Models for Biomarker Assessment

    Nov 7, 2025Jingsong Liu, Han Li, Zhengyang Xu +19Computational PathologyHealthcare

    Institute of Pathology, Technical University of Munich, Munich, Germany · Munich Center for Machine Learning (MCML), Munich, Germany · Munich Data Science Institute (MDSI), Munich, Germany +6

  10. Multimodal Feature Prototype Learning for Interpretable and Discriminative Cancer Survival Prediction

    Oct 7, 2025Shuo Jiang, Zhuwen Chen, Liaoman Xu +6Computational PathologyCancer Survival Prediction

    Hangzhou Dianzi University, Hangzhou 310018, China · School of Information and Communication Technology, Griffith University, QLD 4215, Australia · Shenzhen Research Institute of Big Data, Shenzhen 518172, China +3

  11. Towards Accurate and Lightweight Peripheral Neuroblastic Tumor Diagnosis via Contrastive Multi-scale Pathological Image Analysis

    Apr 18, 2025Zhu Zhu, Shuo Jiang, Jingyuan Zheng +7Computational PathologyOncology

    Children’s Hospital, Zhejiang University School of Medicine, Hangzhou, 310000, China · Hangzhou Dianzi University, Hangzhou 310018, China · Chinese University of Hong Kong, Hong Kong SAR, China +1

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

    Mar 3, 2025Rustin Soraki, Huayu Wang, Sitong Liu +2Computational PathologyCancer Survival Prediction

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

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

    Date pendingYang Luo, Shiru Wang, Jun Liu +7Computational PathologyCancer Survival Prediction

    XJLTU · Dartmouth · NUP +7