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

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS（2024）

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关键词

Traumatic seizure classification,Incomplete multimodal data,Bayesian fusion,Multivariate information fusion,Explainable machine learning,Biomarker identification

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