| Distributed analytics on sensitive medical data: the personal health train O Beyan, A Choudhury, J Van Soest, O Kohlbacher, L Zimmermann, ... Data Intelligence 2 (1-2), 96-107, 2020 | 99 | 2020 |
| From multisource data to clinical decision aids in radiation oncology: the need for a clinical data science community J Kazmierska, A Hope, E Spezi, S Beddar, WH Nailon, B Osong, ... Radiotherapy and Oncology 153, 43-54, 2020 | 30 | 2020 |
| FAIR‐compliant clinical, radiomics and DICOM metadata of RIDER, interobserver, Lung1 and head‐Neck1 TCIA collections P Kalendralis, Z Shi, A Traverso, A Choudhury, M Sloep, I Zhovannik, ... Medical Physics 47 (11), 5931-5940, 2020 | 28 | 2020 |
| Predicting outcomes in anal cancer patients using multi-centre data and distributed learning–A proof-of-concept study A Choudhury, S Theophanous, PI Lønne, R Samuel, MG Guren, ... Radiotherapy and Oncology 159, 183-189, 2021 | 23 | 2021 |
| Personal health train on fhir: A privacy preserving federated approach for analyzing fair data in healthcare A Choudhury, J van Soest, S Nayak, A Dekker International Conference on Machine Learning, Image Processing, Network …, 2020 | 22 | 2020 |
| Privacy-preserving federated data analysis: data sharing, protection, and bioethics in healthcare A Choudhury, C Sun, A Dekker, M Dumontier, J van Soest Machine and Deep Learning in Oncology, Medical Physics and Radiology, 135-172, 2022 | 8 | 2022 |
| Artificial intelligence applications to improve the treatment of locally advanced non-small cell lung cancers A Hope, M Verduin, TJ Dilling, A Choudhury, R Fijten, L Wee, HJWL Aerts, ... Cancers 13 (10), 2382, 2021 | 7 | 2021 |
| Applying federated learning to combat food fraud in food supply chains A Gavai, Y Bouzembrak, W Mu, F Martin, R Kaliyaperumal, J Van Soest, ... npj Science of Food 7 (1), 46, 2023 | 6 | 2023 |
| Development and validation of prognostic models for anal cancer outcomes using distributed learning: protocol for the international multi-centre atomCAT2 study S Theophanous, PI Lønne, A Choudhury, M Berbee, A Dekker, K Dennis, ... Diagnostic and prognostic research 6 (1), 14, 2022 | 6 | 2022 |
| A novel approach for tumor segmentation for lung cancer using multi-objective genetic algorithm and connected component analysis A Choudhury, RR Subramanian, G Sunder Proceedings of the 2nd International Conference on Data Engineering and …, 2019 | 5 | 2019 |
| A knowledge graph representation of baseline characteristics for the Dutch proton therapy research registry M Sloep, P Kalendralis, A Choudhury, L Seyben, J Snel, NM George, ... Clinical and Translational Radiation Oncology 31, 93-96, 2021 | 3 | 2021 |
| Feasibility of privacy-preserving federated deep learning on medical images C Zhang, A Choudhury, Z Shi, C Zhu, I Bermejo, A Dekker, L Wee International Journal of Radiation Oncology, Biology, Physics 108 (3), e778, 2020 | 3 | 2020 |
| Annotation of existing databases using Semantic Web technologies: making data more FAIR J van Soest, A Choudhury, N Gaikwad, M Sloep, M Dumontier, A Dekker 12th International Conference on Semantic Web Applications and Tools for …, 2019 | 3 | 2019 |
| Mobile cloud service selection using back propagation neural network A Ahmed, AS Sabyasachi, A Choudhury International Journal of Computer Applications 129 (14), 1-5, 2015 | 2 | 2015 |
| Colorectal cancer health and care quality indicators in a federated setting using the Personal Health Train A Choudhury, E Janssen, BC Bongers, NLU van Meeteren, A Dekker, ... BMC Medical Informatics and Decision Making 24 (1), 121, 2024 | 1 | 2024 |
| FAIR-ification of structured head and neck cancer clinical data for multi-institutional collaboration and federated learning V Gouthamchand, A Choudhury, F Hoebers, F Wesseling, M Welch, S Kim, ... | 1 | 2023 |
| A knowledge graph approach to registering tumour specific data of patient‐candidates for proton therapy in the Netherlands P Kalendralis, M Sloep, A Choudhury, L Seyben, J Snel, NM George, ... Medical Physics 50 (2), 1044-1050, 2023 | 1 | 2023 |
| Privacy Preserving Federated Deep Learning Infrastructure for ARGOS: ARtificial intelligence for Gross tumor vOlume Segmentation A Choudhury, L Volmer, F Martin, RRR Fijten, L Wee, A Dekker, ... https://preprints.jmir.org/preprint/60847, 2024 | | 2024 |
| Making head and neck cancer clinical data Findable-Accessible-Interoperable-Reusable to support multi-institutional collaboration and federated learning V Gouthamchand, A Choudhury, FJP Hoebers, FWR Wesseling, M Welch, ... BJR| Artificial Intelligence 1 (1), ubae005, 2024 | | 2024 |
| Secure and Private Healthcare Analytics: A Feasibility Study of Federated Deep Learning with Personal Health Train C Zhang, A Choudhury, L Volmer, J Soest, I Bermejo, A Dekker, ... | | 2023 |
Andre DekkerProfessor of Clinical Data Science, MAASTRO Clinic, Maastricht University, GROW, Maastricht UMC+Verified email at maastro.nl
