June 03, 2026 article Open access Beyond attention heatmaps: How to get better explanations for multiple instance learning models in histopathology Medical Image Analysis DOI: 10.1016/j.media.2026.104148 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 1 References 9 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Pan-cancer image-based detection of clinically actionable genetic alterations 2020 Nature Cancer article Computer Science AI in cancer detection Open access cited by 6 patents 699 citations Deep learning in cancer pathology: a new generation of clinical biomarkers 2020 British Journal of Cancer article Computer Science AI in cancer detection Open access cited by 2 patents 697 citations The impact of site-specific digital histology signatures on deep learning model accuracy and bias 2021 Nature Communications article Computer Science AI in cancer detection Open access 320 citations Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study 2023 Cancer Cell article Computer Science AI in cancer detection Open access cited by 3 patents 277 citations Regression-based Deep-Learning predicts molecular biomarkers from pathology slides 2024 Nature Communications article Computer Science AI in cancer detection Open access cited by 1 patent 106 citations From whole-slide image to biomarker prediction: end-to-end weakly supervised deep learning in computational pathology 2024 Nature Protocols article Computer Science AI in cancer detection 105 citations Deep learning-based phenotyping reclassifies combined hepatocellular-cholangiocarcinoma 2023 Nature Communications article Computer Science AI in cancer detection Open access cited by 1 patent 85 citations Benchmarking foundation models as feature extractors for weakly supervised computational pathology 2025 Nature Biomedical Engineering article Computer Science AI in cancer detection Open access 73 citations Prediction of homologous recombination deficiency from routine histology with attention-based multiple instance learning in nine different tumor types 2024 BMC Biology article Computer Science AI in cancer detection Open access 22 citations 9 results