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2020 – today
- 2024
[j2]Patrick Carbone, Celina Alba, Alexis Bennett, Kseniia Kriukova
, Dominique Duncan:
Optimizing Automated Brain Extraction for Moderate to Severe Traumatic Brain Injury Patients: The Role of Intensity Normalization and Bias-Field Correction. Algorithms 17(7): 281 (2024)- [j1]Md Navid Akbar, Sebastian F. Ruf, Ashutosh Singh, Razieh Faghihpirayesh, Rachael Garner, Alexis Bennett, Celina Alba, Marianna La Rocca, Tales Imbiriba, Deniz Erdogmus, Dominique Duncan:
Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing neuroimaging data. Comput. Medical Imaging Graph. 115: 102386 (2024) - [c4]Samayan Bhattacharya, Kseniia Kriukova, Alexis Bennett, Celina Alba, Dominique Duncan:
Alzheimer's disease and Frontotemporal Dementia Prediction Using Variational Mode Decomposition and Machine Learning. CoDIT 2024: 1459-1462 - [c3]Celina Alba, Giuseppe Barisano, Alexis Bennett, Akul Sharma, Paul M. Vespa, Dominique Duncan:
Enlarged Perivascular Spaces in Frontal and Temporal Cortical Regions Characterize Seizure Outcome After Traumatic Brain Injury. ISBI 2024: 1-4 - 2023
- [c2]Samayan Bhattacharya, Alexis Bennett, Celina Alba, Kseniia Kriukova, Dominique Duncan:
Unsupervised Seizure Detection in Eeg Using Long Short Term Memory Network and Clustering. MLSP 2023: 1-6 - 2021
- [c1]Akul Sharma, Rachael Garner, Marianna La Rocca, Celina Alba, Yenlin Lee, Karina Yang, Maya Brawer-Cohen, Dominique Duncan:
Machine Learning of Diffusion Weighted Imaging for Prediction of Seizure Susceptibility Following Traumatic Brain Injury. ANNSIM 2021: 1-9
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