Ananya Choudhury

Research activity per year

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14 Article
4 Conference article in proceeding
4 Conference Abstract/Poster in journal
2 (Systematic) Review article
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Advancing Privacy-Preserving Health Care Analytics and Implementation of the Personal Health Train: Federated Deep Learning Study
Choudhury, A., Volmer, L., Martin, F., Fijten, R., Wee, L., Dekker, A. & van Soest, J., 1 Jan 2025, In: JMIR AI. 4, e60847.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
Building federated bridges: data silos connected by global FAIR-ways
Choudhury, A., 15 Sept 2025, Maastricht: Maastricht University.
Research output: Thesis › Doctoral Thesis › Internal

Open Access
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Colorectal cancer health and care quality indicators in a federated setting using the Personal Health Train
Choudhury, A., Janssen, E., Bongers, B. C., van Meeteren, N. L. U., Dekker, A. & van Soest, J., 9 May 2024, In: BMC Medical Informatics and Decision Making. 24, 1, 121.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
Applying federated learning to combat food fraud in food supply chains
Gavai, A., Bouzembrak, Y., Mu, W., Martin, F., Kaliyaperumal, R., van Soest, J., Choudhury, A., Heringa, J., Dekker, A. & Marvin, H. J. P., 1 Sept 2023, In: npj Science of Food. 7, 1, 9 p., 46.
Research output: Contribution to journal › Article › Academic › peer-review

Open Access
Author Correction: Applying federated learning to combat food fraud in food supply chains
Gavai, A., Bouzembrak, Y., Mu, W., Martin, F., Kaliyaperumal, R., van Soest, J., Choudhury, A., Heringa, J., Dekker, A. & Marvin, H. J. P., 19 Oct 2023, In: npj Science of Food. 7, 1, 1 p., 57.
Research output: Contribution to journal › Erratum / corrigendum › Academic

Open Access

Distributed Analytics on Sensitive Medical Data : The Personal Health Train
Beyan, O. (Creator), Choudhury, A. (Contributor), Soest, J. V. (Contributor), Kohlbacher, O. (Contributor), Zimmermann, L. (Contributor), Stenzhorn, H. (Contributor), Karim, M. R. (Contributor), Dumontier, M. (Contributor), Decker, S. (Contributor), Santos, L. O. B. D. S. (Contributor) & Dekker, A. (Contributor), ScienceDB, 17 Oct 2020
DOI: 10.11922/sciencedb.j00104.00070
Dataset/Software: Dataset

Ananya Choudhury

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Research output

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

Building federated bridges: data silos connected by global FAIR-ways

Colorectal cancer health and care quality indicators in a federated setting using the Personal Health Train

Applying federated learning to combat food fraud in food supply chains

Author Correction: Applying federated learning to combat food fraud in food supply chains

Datasets

Distributed Analytics on Sensitive Medical Data : The Personal Health Train