Published on in Vol 4 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/60847, first published .
Advancing Privacy-Preserving Health Care Analytics and Implementation of the Personal Health Train: Federated Deep Learning Study

Advancing Privacy-Preserving Health Care Analytics and Implementation of the Personal Health Train: Federated Deep Learning Study

Advancing Privacy-Preserving Health Care Analytics and Implementation of the Personal Health Train: Federated Deep Learning Study

Journals

  1. Shah K, Paganetti H, Yepes P, Hong T, Wo J, Roberts J, Koay E, Guthier C, Chamseddine I. Linear Federated Learning for Outcome Prediction With Application to Hepatocellular Carcinoma Radiotherapy. JCO Clinical Cancer Informatics 2025;(9) View
  2. Hope A, Mundis M, Sonke J, Kang J, Korreman S, Napolitano B, Elguindi S, Joiner M, Burmeister J, Dominello M. Three discipline collaborative radiation therapy (3DCRT) special debate: AI structure segmentation is better than clinician contouring for both OARs and targets. Journal of Applied Clinical Medical Physics 2025;26(7) View
  3. Fahmy A. Assessing the Efficacy of AI Models in Medical Imaging Analysis for the Early Identification of Diabetic Foot Ulcers and Gangrene: A Review. Premier Journal of Science 2025 View
  4. Liu H, Ma C, Jiang T, Li Y, Chen R, Tian Y. Establishing a High-quality Biomedical Resource for Rare Diseases:Insights from Pediatric Medulloblastoma. Bulletin of National Natural Science Foundation of China 2025 View
  5. Tong J, Chen D, Li J, Chen H, Yu T. Radiotherapy for primary bone tumors: current techniques and integration of artificial intelligence—a review. Frontiers in Oncology 2025;15 View
  6. Goodings A, Fadahunsi K, Tarn D, Lutomski J, Chhor A, Shiely F, Henn P, O'Donoghue J. Determinants of Continuous Smartwatch Use and Data-Sharing Preferences With Physicians, Public Health Authorities, and Private Companies: Cross-Sectional Survey of Smartwatch Users. Journal of Medical Internet Research 2025;27:e67414 View