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This paper is in the following e-collection/theme issue:

Tools, Programs and Algorithms (609) Ethics, Privacy, and Legal Issues (848) mHealth for Data Collection and Research (1782) Big Data (449) Advanced Data Analytics in eHealth (384) Security and Privacy of mHealth and uHealth (221) Secondary Use of Clinical Data for Research and Surveillance (664) Lung Cancer (116) Health Services Research in Oncology (88)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/59685, first published .
Doctor's office desk with computer displaying patient schedule, thermometer, and stethoscope

Federated Analysis With Differential Privacy in Oncology Research: Longitudinal Observational Study Across Hospital Data Warehouses

Federated Analysis With Differential Privacy in Oncology Research: Longitudinal Observational Study Across Hospital Data Warehouses

Authors of this article:

Théo Ryffel1 Author Orcid Image ;   Perrine Créquit2 Author Orcid Image ;   Maëlle Baillet1 Author Orcid Image ;   Jason Paumier1 Author Orcid Image ;   Yasmine Marfoq1 Author Orcid Image ;   Olivier Girardot1 Author Orcid Image ;   Thierry Chanet1 Author Orcid Image ;   Ronan Sy1 Author Orcid Image ;   Louise Bayssat1 Author Orcid Image ;   Julien Mazières3, 4, 5 Author Orcid Image ;   Vincent Vuiblet6 Author Orcid Image ;   Julien Ancel4, 6 Author Orcid Image ;   Maxime Dewolf6 Author Orcid Image ;   François Margraff7 Author Orcid Image ;   Camille Bachot7 Author Orcid Image ;   Jacek Chmiel7 Author Orcid Image
Article Authors Cited by (3) Tweetations Metrics

Journals

  1. AlOud L, Alharbi O. A Systematic Literature Review of Distributed Data Warehouse Architectures. International Journal of Technology Innovation and Management (IJTIM) 2026;5(2):82 View
  2. Carinci F, Fava S, Štotl I, Nicholson N. Federated analytics for non-communicable disease surveillance in the European health data space: a scoping review and conceptual framework. Frontiers in Public Health 2026;14 View
  3. Brown G, Taylor M, Wilson S, Harris O. Federated Analytics Framework for Benchmarking Hospital Operational Performance Across Health Systems Using Secure Aggregation of Bed Occupancy, Discharge Delays, Staffing Ratios, and Service Demand Indicators. Journal of Health Informatics and Digital Systems 2025;5(2) View