February 24, 2026 review Open access Performance comparison and future perspectives of deep learning and classical machine learning in bone tumor applications: a systematic review (2019–2025) BMC Medical Informatics and Decision Making DOI: 10.1186/s12911-026-03401-8 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 2 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 MRI radiomics-based machine learning classification of atypical cartilaginous tumour and grade II chondrosarcoma of long bones 2021 EBioMedicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access 84 citations Deep learning based identification of bone scintigraphies containing metastatic bone disease foci 2023 Cancer Imaging article Medicine Radiomics and Machine Learning in Medical Imaging Open access 23 citations 2 results