July 08, 2026 article Open access Medical data types in machine learning and their challenges: A comprehensive review Intelligence-Based Medicine DOI: 10.1016/j.ibmed.2026.100427 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 3 References 3 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 Medical Image Segmentation Review: The Success of U-Net 2024 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Medical Image Segmentation Techniques cited by 1 patent 925 citations Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications 2026 npj Digital Medicine article Computer Science Privacy-Preserving Technologies in Data Open access 28 citations Bad Estimation, Good Prediction: The Lasso in Dense Regimes 2025 The American Statistician article Mathematics Statistical Methods and Inference Open access 1 citations 3 results