January 01, 2025 article Open access Challenges in AI-driven multi-omics data analysis for Oncology: Addressing dimensionality, sparsity, transparency and ethical considerations Informatics in Medicine Unlocked DOI: 10.1016/j.imu.2025.101679 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 25 References 2 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 ethical requirement of explainability for AI-DSS in healthcare: a systematic review of reasons 2024 BMC Medical Ethics review Computer Science Explainable Artificial Intelligence (XAI) Open access 61 citations The Impact of Digital Histopathology Batch Effect on Deep Learning Model Accuracy and Bias 2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science AI in cancer detection Open access 25 citations 2 results