Cancer Subtype Classification

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14 papers3 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. Label-Space Mismatch Distorts Cross-Cohort Evaluation in Breast Cancer Molecular Subtyping

    Oct 18, 2026Suxing Liu, Byungwon Min, Zhijian Zheng +1Cancer Subtype ClassificationCross-Dataset Generalization

    Department of IT Engineering, Mokwon University, Daejeon 35349, Republic of Korea · School of Digital Media Technology, Jiangxi Arts & Ceramics Technology Institute, Jingdezhen 333001, China · University of Alabama, Tuscaloosa, AL 35487, USA +1

  2. Beyond the Encoder: Object-Centric Representations Emerging from Segmentation Foundation Models

    Oct 13, 2026Michalis Pistos, Bartłomiej W. PapieżCancer Subtype ClassificationObject-Centric Representation Learning

    Big Data Institute, Li Ka Shing Centre for Health Information and Discovery, Nuffield Department of Population Health, University of Oxford, Oxford, OX3 7LF, United Kingdom

  3. A Federated Artificial Intelligence Framework for Optimizing Pancreatic Cancer Treatment - Strategy Update

    Sep 21, 2026Anne-Christin Hauschild, Amirreza Aleyasin, Nils H. Beyer +12Clinical Decision SupportCancer Subtype Classification

    University Medical Center Göttingen, Department of Medical Informatics, Göttingen, Germany · University of Göttingen, Campus Institute Data Science (CIDAS), Section of Medical Data Science, Göttingen, Germany · Institute for Predictive Deep Learning for Medicine and Healthcare, Justus-Liebig University, Gießen, Germany +13

  4. Deep Learning for Biopsy-Free Subtyping of Basal Cell Carcinoma from Dermatoscopic Images

    Sep 7, 2026Alexandros Papadopoulos, Chrysa Episkopou, Ioannis Sarafis +2Skin Lesion ClassificationCancer Subtype Classification

    School of Electrical and Computer Engineering Aristotle University of Thessaloniki, Greece · First Department of Dermatology Aristotle University of Thessaloniki, Greece

  5. Retrieval-Augmented Vision Foundation Models for Robust Leukemia Cell Classification across Multiple Microscopy Datasets

    Aug 11, 2026Carlos Zamora, Hiram Zuniga, Ulises Orozco-Rosas +1Retrieval-Augmented ClassificationVision Foundation Model Adaptation

    CETYS Universidad, Ave. CETYS Universidad No. 4, Fracc. El Lago, C.P. 22210, Tijuana, Baja California, Mexico

  6. 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

  7. PPI-Net connects molecular protein interactions to functional processes in disease

    May 8, 2026Kyle Higgins, Guadalupe Gonzalez, Dennis Veselkov +2Cancer GenomicsGraph Neural Networks

    Division of Cancer, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, UK. · Prescient Design, Genentech, South San Francisco, CA, USA. · Department of Computing, Imperial College London, U.K.

  8. CMGL: Confidence-guided Multi-omics Graph Learning for Cancer Subtype Classification

    Apr 27, 2026Boyang Fan, Hengchuang Yin, Siyu Yi +5OncologyCancer Subtype Classification

    College of Computer Science, Sichuan University, Chengdu, China · Xinjiang Technical Institute of Physics and Chemistry, Chinese Academy of Sciences, Urumqi, China · College of Mathematics, Sichuan University, Chengdu, China +1

  9. Pan-Cancer Mapping of the Tumor Immune Landscape through Metagene Clustering and Predictive Modeling

    Mar 28, 2026Soham ChatterjeeCancer Subtype ClassificationOncology

  10. Adversarial Domain Adaptation Enables Knowledge Transfer Across Heterogeneous RNA-Seq Datasets

    Mar 9, 2026Kevin Dradjat, Massinissa Hamidi, Blaise HanczarCancer Subtype ClassificationDomain Adaptation

    IBISC Laboratory, University Paris-Saclay (Univ. Evry), France · ADLIN, Paris, France

  11. Margin-Consistent Deep Subtyping of Invasive Lung Adenocarcinoma via Perturbation Fidelity in Whole-Slide Image Analysis

    Feb 27, 2026Meghdad Sabouri Rad, Junze, Huang +6Histopathology Image ClassificationCancer Subtype Classification

    Vincent · Department of Pathology, SUNY Upstate Medical University, Syracuse, NY, 13210, USA. · Columbia University, New York, NY, 10027, USA.

  12. Pretty Good Measurement for Radiomics: A Quantum-Inspired Multi-Class Classifier for Lung Cancer Subtyping and Prostate Cancer Risk Stratification

    Feb 27, 2026Giuseppe Sergioli, Carlo Cuccu, Giovanni Pasini +4Multiclass ClassificationQuantum-Inspired ML

    Università degli Studi di Cagliari, Via Is Mirrionis 1, Cagliari, 09123, Italy · Institute of Bioimaging and Complex Biological Systems - National Research Council (IBSBC - CNR), Cefalù, 90015, Italy · National Laboratory of South, National Institute for Nuclear Physics(LNS-INFN), Catania, 95125, Italy

  13. MB-DSMIL-CL-PL: Scalable Weakly Supervised Ovarian Cancer Subtype Classification and Localisation Using Contrastive and Prototype Learning with Frozen Patch Features

    Feb 16, 2026Marcus Jenkins, Jasenka Mazibrada, Bogdan Leahu +1Histopathology Image ClassificationCancer Subtype Classification

    School of Computing Sciences, University of East Anglia, Norwich, Norfolk, NR4 7TJ, UK · Norfolk and Norwich University Hospital, Norwich, Norfolk, NR4 7UY, UK

  14. EvoXplain: When Machine Learning Models Agree on Predictions but Disagree on Why -- Measuring Mechanistic Multiplicity Across Training Runs

    Dec 23, 2025Chama BensmailCancer GenomicsModel Selection

    University of Hertfordshire