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Page 1
User Training With Error Augmentation for sEMG-Based Gesture Classification.
Bicer Y, Smedemark-Margulies N, Celik B, Sunger E, Orendorff R, Naufel S, Imbiriba T, Erdogmus D, Tunik E, Yarossi M. Bicer Y, et al. Among authors: imbiriba t. IEEE Trans Neural Syst Rehabil Eng. 2024;32:1187-1197. doi: 10.1109/TNSRE.2024.3372512. Epub 2024 Mar 14. IEEE Trans Neural Syst Rehabil Eng. 2024. PMID: 38427549
A Hybrid ODE-NN Framework for Modeling Incomplete Physiological Systems.
Demirkaya A, Lockwood K, Stratis G, Imbiriba T, Ilies I, Rampersad S, Alhajjar E, Guidoboni G, Danziger ZC, Erdogmus D. Demirkaya A, et al. Among authors: imbiriba t. IEEE Trans Biomed Eng. 2025 Apr;72(4):1377-1386. doi: 10.1109/TBME.2024.3505796. Epub 2025 Mar 21. IEEE Trans Biomed Eng. 2025. PMID: 40030364 Free PMC article.
Motor Cortex Mapping using Active Gaussian Processes.
Faghihpirayesh R, Imbiriba T, Yarossi M, Tunik E, Brooks D, Erdoğmuş D. Faghihpirayesh R, et al. Among authors: imbiriba t. Int Conf Pervasive Technol Relat Assist Environ. 2020 Jun;2020:14. doi: 10.1145/3389189.3389202. Int Conf Pervasive Technol Relat Assist Environ. 2020. PMID: 32832934 Free PMC article.
Learning Physics Informed Neural ODEs with Partial Measurements.
Ghanem P, Demirkaya A, Imbiriba T, Ramezani A, Danziger Z, Erdogmus D. Ghanem P, et al. Among authors: imbiriba t. Proc AAAI Conf Artif Intell. 2025;39(16):16799-16807. doi: 10.1609/aaai.v39i16.33846. Epub 2025 Apr 11. Proc AAAI Conf Artif Intell. 2025. PMID: 40575005 Free PMC article.
A Bayesian Framework for Clustered Federated Learning.
Wu P, Imbiriba T, Closas P. Wu P, et al. Among authors: imbiriba t. IEEE Trans Pattern Anal Mach Intell. 2026 Mar;48(3):3471-3481. doi: 10.1109/TPAMI.2025.3637562. IEEE Trans Pattern Anal Mach Intell. 2026. PMID: 41296948
Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing neuroimaging data.
Akbar MN, Ruf SF, Singh A, Faghihpirayesh R, Garner R, Bennett A, Alba C, Rocca M, Imbiriba T, Erdoğmuş D, Duncan D. Akbar MN, et al. Among authors: imbiriba t. Comput Med Imaging Graph. 2024 Jul;115:102386. doi: 10.1016/j.compmedimag.2024.102386. Epub 2024 Apr 19. Comput Med Imaging Graph. 2024. PMID: 38718562
Efficient TMS-Based Motor Cortex Mapping Using Gaussian Process Active Learning.
Faghihpirayesh R, Yarossi M, Imbiriba T, Brooks DH, Tunik E, Erdogmus D. Faghihpirayesh R, et al. Among authors: imbiriba t. IEEE Trans Neural Syst Rehabil Eng. 2021;29:1679-1689. doi: 10.1109/TNSRE.2021.3105644. Epub 2021 Aug 30. IEEE Trans Neural Syst Rehabil Eng. 2021. PMID: 34406942 Free PMC article.
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