Prediction of epilepsy development in traumatic brain injury patients from diffusion weighted MRI
Author:
Affiliation:
1. Northeastern University
2. University of Southern California
Funder
National Institute of Neurological Disorders and Stroke
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3389189.3397655
Reference7 articles.
1. A Machine Learning Model to Predict Seizure Susceptibility from Resting-State fMRI Connectivity
2. Imaging biomarkers of posttraumatic epileptogenesis
3. Marianna La Rocca Nicola Amoroso Alfonso Monaco Roberto Bellotti Sabina Tangaro Alzheimer's Disease Neuroimaging Initiative et al. 2018. A novel approach to brain connectivity reveals early structural changes in alzheimer's disease. Physiological measurement 39 7 (2018) 074005. Marianna La Rocca Nicola Amoroso Alfonso Monaco Roberto Bellotti Sabina Tangaro Alzheimer's Disease Neuroimaging Initiative et al. 2018. A novel approach to brain connectivity reveals early structural changes in alzheimer's disease. Physiological measurement 39 7 (2018) 074005.
4. Loretta Piccenna Graeme Shears and Terence J O'Brien. 2017. Management of post-traumatic epilepsy: An evidence review over the last 5 years and future directions. Epilepsia open 2 2 (2017) 123--144. Loretta Piccenna Graeme Shears and Terence J O'Brien. 2017. Management of post-traumatic epilepsy: An evidence review over the last 5 years and future directions. Epilepsia open 2 2 (2017) 123--144.
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1. Advancing post-traumatic seizure classification and biomarker identification: Information decomposition based multimodal fusion and explainable machine learning with missing neuroimaging data;Computerized Medical Imaging and Graphics;2024-07
2. Post Traumatic Seizure Classification with Missing Data using Multimodal Machine Learning on dMRI, EEG, and fMRI;2022-10-25
3. Lesion Normalization and Supervised Learning in Post-Traumatic Seizure Classification with Diffusion MRI;2021-08-10
4. Lesion Normalization and Supervised Learning in Post-traumatic Seizure Classification with Diffusion MRI;Computational Diffusion MRI;2021
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