publications

2025

1. IEEE JBHI

   Bridging the Gaps: Imputation of Parkinson’s Disease Clinical Assessments With Federated Learning

   J. Reyes, A. Noroozi, Y. Xiao, and 1 more author

   IEEE Journal of Biomedical and Health Informatics, 2025

   Abs DOI Bib

   This paper presents a federated learning approach for imputing missing clinical assessments in Parkinson’s disease datasets, addressing privacy concerns while maintaining prediction accuracy across distributed healthcare institutions.

   @article{reyes2025bridging,
     title = {Bridging the Gaps: Imputation of Parkinson's Disease Clinical Assessments With Federated Learning},
     author = {Reyes, J. and Noroozi, A. and Xiao, Y. and Kersten-Oertel, M.},
     journal = {IEEE Journal of Biomedical and Health Informatics},
     year = {2025},
     publisher = {IEEE},
     doi = {10.1109/JBHI.2025.3593459},
   }

2024

1. Sci Rep

   ParaAntiProt provides paratope prediction using antibody and protein language models

   M. Kalemati, A. Noroozi, A. Shahbakhsh, and 1 more author

   Scientific Reports, 2024

   Abs DOI Bib HTML

   ParaAntiProt provides paratope prediction using antibody and protein language models. This work presents a novel approach to predicting antibody paratopes using advanced protein language models, contributing to the field of computational immunology and antibody design.

   @article{kalemati2024paraantiprot,
     title = {ParaAntiProt provides paratope prediction using antibody and protein language models},
     author = {Kalemati, M. and Noroozi, A. and Shahbakhsh, A. and others},
     journal = {Scientific Reports},
     volume = {14},
     pages = {29141},
     year = {2024},
     publisher = {Nature Publishing Group},
     doi = {10.1038/s41598-024-80940-y},
     url = {https://doi.org/10.1038/s41598-024-80940-y},
   }