June 23, 2026 article Federated learning for medical image analysis: Methods, challenges, and future directions Advanced Engineering Informatics DOI: 10.1016/j.aei.2026.104976 OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 References 5 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 The Medical Segmentation Decathlon 2022 Nature Communications article Computer Science Medical Image Segmentation Techniques Open access cited by 5 patents 1,340 citations The Liver Tumor Segmentation Benchmark (LiTS) 2022 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access cited by 8 patents 1,254 citations MedMNIST v2 - A large-scale lightweight benchmark for 2D and 3D biomedical image classification 2023 Scientific Data data-paper Computer Science Advanced Neural Network Applications Open access cited by 1 patent 1,037 citations Encrypted federated learning for secure decentralized collaboration in cancer image analysis 2023 Medical Image Analysis article Computer Science Privacy-Preserving Technologies in Data Open access 90 citations AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge 2023 IEEE Transactions on Medical Imaging article Medicine Retinal Imaging and Analysis Open access cited by 1 patent 89 citations 5 results