Celina Alba

According to our database, Celina Alba authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Optimizing Automated Brain Extraction for Moderate to Severe Traumatic Brain Injury Patients: The Role of Intensity Normalization and Bias-Field Correction.

Patrick Carbone, Celina Alba, Alexis Bennett, Kseniia Kriukova, Dominique Duncan

Algorithms, July, 2024

Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing neuroimaging data.

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

Comput. Medical Imaging Graph., 2024

Enlarged Perivascular Spaces in Frontal and Temporal Cortical Regions Characterize Seizure Outcome After Traumatic Brain Injury.

Celina Alba, Giuseppe Barisano, Alexis Bennett, Akul Sharma, Paul M. Vespa, Dominique Duncan

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Alzheimer's disease and Frontotemporal Dementia Prediction Using Variational Mode Decomposition and Machine Learning.

Samayan Bhattacharya, Kseniia Kriukova, Alexis Bennett, Celina Alba, Dominique Duncan

Proceedings of the 10th International Conference on Control, 2024

2023

Unsupervised Seizure Detection in Eeg Using Long Short Term Memory Network and Clustering.

Samayan Bhattacharya, Alexis Bennett, Celina Alba, Kseniia Kriukova, Dominique Duncan

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

2021

Machine Learning of Diffusion Weighted Imaging for Prediction of Seizure Susceptibility Following Traumatic Brain Injury.

Akul Sharma, Rachael Garner, Marianna La Rocca, Celina Alba, Yenlin Lee, Karina Yang, Maya Brawer-Cohen, Dominique Duncan

Proceedings of the Annual Modeling and Simulation Conference, 2021