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Daniel Martin

Goethe University Frankfurt - University Hospital Frankfurt

SCHOLARLY PAPERS

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Scholarly Papers (1)

1.

Federated Learning with Real-World Data: An International Multi-Centre Study to Develop and Validate Prognostic Models for Anal Cancer

Number of pages: 19 Posted: 21 Mar 2024
Leeds Teaching Hospitals NHS Trust, University of Oslo - Oslo University Hospital, Maastricht University - GROW School for Oncology and Reproduction, Maastricht University - GROW School for Oncology and Reproduction, Netherlands Cancer Institute Antoni van Leeuwenhoek, Maastricht University, University of New South Wales (UNSW), Catholic University of the Sacred Heart, Rome, Leeds Teaching Hospitals NHS Trust, University of Oslo - Oslo University Hospital, NHS Foundation Trust - Cambridge University Hospitals, Manchester Academic Health Sciences Centre - The Christie NHS Foundation Trust, Goethe University Frankfurt - University Hospital Frankfurt, RWTH Aachen University - University Medical Center Aachen, Government of the United Kingdom - Oxford University Hospitals NHS Foundation Trust, Champalimaud Foundation, Greater Poland Cancer Centre, Government of the United Kingdom - Hull University Teaching Hospitals NHS Trust, Leeds Teaching Hospitals NHS Trust, University of Leeds - Institute of Medical Research, Cardiff University - School of Engineering, Bank of Cyprus Oncology Centre, University of Oslo, Maastricht University - GROW School for Oncology and Reproduction, Leeds Teaching Hospitals NHS Trust and Independent
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Abstract:

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Anal cancer, squamous cell carcinoma, chemoradiotherapy, federated learning, distributed learning, outcome modelling, overall survival, locoregional control, freedom from distant metastases