The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoires M Pavlović, L Scheffer, K Motwani, C Kanduri, R Kompova, N Vazov, ... Nature Machine Intelligence 3 (11), 936-944, 2021 | 66 | 2021 |
Cross-reactive public TCR sequences undergo positive selection in the human thymic repertoire M Khosravi-Maharlooei, A Obradovic, A Misra, K Motwani, M Holzl, ... The Journal of clinical investigation 129 (6), 2446-2462, 2019 | 49 | 2019 |
Human regulatory T cells from umbilical cord blood display increased repertoire diversity and lineage stability relative to adult peripheral blood K Motwani, LD Peters, WH Vliegen, AG El-Sayed, HR Seay, MC Lopez, ... Frontiers in immunology 11, 611, 2020 | 38 | 2020 |
The future of blood testing is the immunome RA Arnaout, ETL Prak, N Schwab, F Rubelt, ... Frontiers in Immunology 12, 626793, 2021 | 33 | 2021 |
Profiling the baseline performance and limits of machine learning models for adaptive immune receptor repertoire classification C Kanduri, M Pavlović, L Scheffer, K Motwani, M Chernigovskaya, V Greiff, ... GigaScience 11, giac046, 2022 | 25 | 2022 |
Autoreactive T cell receptors with shared germline-like α chains in type 1 diabetes PS Linsley, F Barahmand-pour-Whitman, E Balmas, HA DeBerg, KJ Flynn, ... JCI insight 6 (22), 2021 | 20 | 2021 |
Characterization of proinsulin T cell epitopes restricted by type 1 diabetes–associated HLA class II molecules EL Ihantola, H Ilmonen, A Kailaanmäki, M Rytkönen-Nissinen, A Azam, ... The Journal of Immunology 204 (9), 2349-2359, 2020 | 17 | 2020 |
Human immune phenotyping reveals accelerated aging in type 1 diabetes MR Shapiro, X Dong, DJ Perry, JM McNichols, P Thirawatananond, ... JCI insight 8 (17), 2023 | 10 | 2023 |
Generalized data thinning using sufficient statistics A Dharamshi, A Neufeld, K Motwani, LL Gao, D Witten, J Bien Journal of the American Statistical Association, 1-26, 2024 | 9 | 2024 |
Binned multinomial logistic regression for integrative cell-type annotation K Motwani, R Bacher, AJ Molstad The Annals of Applied Statistics 17 (4), 3426-3449, 2023 | 3 | 2023 |
Revisiting inference after prediction K Motwani, D Witten Journal of Machine Learning Research 24 (394), 1-18, 2023 | 3* | 2023 |
Tractometry of the Human Connectome Project: resources and insights J Kruper, MKP Hagen, F Rheault, I Crane, A Gilmore, M Narayan, ... Frontiers in Neuroscience 18, 1389680, 2024 | | 2024 |
Multiresolution categorical regression for interpretable cell‐type annotation AJ Molstad, K Motwani Biometrics 79 (4), 3485-3496, 2023 | | 2023 |
Supporting Information for “Multiresolution categorical regression for interpretable cell type annotation” AJ Molstad, K Motwani | | |
Supplementary Material for “Binned multinomial logistic regression for integrative cell type annotation” K Motwani, R Bacher, AJ Molstad | | |