Ananya Choudhury

Distributed Analytics on Sensitive Medical Data: The Personal Health Train

Oya Beyan, Ananya Choudhury, Johan van Soest et al. · Data Intelligence · 2019 · 131 citations · Full text

Health Professions, Biomedical Informatics, Health Informatics +17

FAIR‐compliant clinical, radiomics and DICOM metadata of RIDER, interobserver, Lung1 and head‐Neck1 TCIA collections

Petros Kalendralis, Zhenwei Shi, Alberto Traverso et al. · Medical Physics · 2020 · 34 citations · Full text

Medicine, Oncology, Radiology +17

Predicting outcomes in anal cancer patients using multi-centre data and distributed learning – A proof-of-concept study

Ananya Choudhury, Stelios Theophanous, Per-Ivar Lønne et al. · Radiotherapy and Oncology · 2021 · 32 citations · Full text

Computing, Biostatistics, Oncology +13

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

Ananya Choudhury, Leroy Volmer, Frank Martin et al. · JMIR AI · 2024 · 31 citations · Full text

Computing, Computer Science, Health Informatics +17

Applying federated learning to combat food fraud in food supply chains

Anand Gavai, Yamine Bouzembrak, Wenjuan Mu et al. · npj Science of Food · 2023 · 25 citations · Full text

Computing, Computer Science, Supply Chain Management +17