Rachael Garner

18 papers B 1Journal 9Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Superficial White Matter Microstructure Alterations in the Right Temporal Lobe Associated with Post-Traumatic Epilepsy. ISBI Akul Sharma, Rachael Garner, Alexandra Somodi, Vishnu Kadaba, Akhil Pullela, Paul M. Vespa, Dominique Duncan
2024	J	`jnl`	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. 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
2023	J	`jnl`	A Comparison of Neuroelectrophysiology Databases. CoRR Priyanka Subash, Alex Gray, Misque Boswell, Samantha L. Cohen, Rachael Garner, Sana Salehi, Calvary Fisher, Samuel Hobel, Satrajit S. Ghosh, Yaroslav O. Halchenko, Benjamin K. Dichter, Russell A. Poldrack, Christopher J. Markiewicz, Dora Hermes, Arnaud Delorme, Scott Makeig, Brendan Behan, Alana Sparks, Stephen R. Arnott, Zhengjia Wang, John F. Magnotti, Michael S. Beauchamp, Nader Pouratian, Arthur W. Toga, Dominique Duncan
2023	J	`jnl`	A Novel Threshold-Based Segmentation Method for Quantification of COVID-19 Lung Abnormalities. Signal Image Video Process. Azrin Khan, Rachael Garner, Marianna La Rocca, Sana Salehi, Dominique Duncan
2022	B	`conf`	ABSTRACT: Evaluation of Transfer Learning Models on Detection of COVID-19 Using Multi-Modal Data. DCOSS Alexis Bennett, Rachael Garner, Marianna La Rocca, Ali Valehi, Dominique Duncan
2022	J	`jnl`	Efficient and visualizable convolutional neural networks for COVID-19 classification using Chest CT. Expert Syst. Appl. Aksh Garg, Sana Salehi, Marianna La Rocca, Rachael Garner, Dominique Duncan
2022	J	`jnl`	Unsupervised seizure identification on EEG. Comput. Methods Programs Biomed. Ilkay Yildiz, Rachael Garner, Matthew Lai, Dominique Duncan
2021	—	`conf`	Automatic Detection of EEG Epileptiform Abnormalities in Traumatic Brain Injury using Deep Learning. EMBC Razieh Faghihpirayesh, Sebastian F. Ruf, Marianna La Rocca, Rachael Garner, Paul M. Vespa, Deniz Erdogmus, Dominique Duncan
2021	—	`conf`	Lesion Normalization and Supervised Learning in Post-traumatic Seizure Classification with Diffusion MRI. CDMRI@MICCAI Md Navid Akbar, Sebastian F. Ruf, Marianna La Rocca, Rachael Garner, Giuseppe Barisano, Ruskin Cua, Paul M. Vespa, Deniz Erdogmus, Dominique Duncan
2021	—	`conf`	Machine Learning of Diffusion Weighted Imaging for Prediction of Seizure Susceptibility Following Traumatic Brain Injury. ANNSIM Akul Sharma, Rachael Garner, Marianna La Rocca, Celina Alba, Yenlin Lee, Karina Yang, Maya Brawer-Cohen, Dominique Duncan
2020	—	`conf`	A Computational Diffusion MRI Framework for Biomarker Discovery in a Rodent Model of Post-Traumatic Epileptogenesis. ISBI Ryan P. Cabeen, Riikka J. Immonen, Neil G. Harris, Olli Gröhn, Gregory Smith, Eppu Manninen, Rachael Garner, Dominique Duncan, Asla Pitkänen, Arthur W. Toga
2020	J	`jnl`	Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT. CoRR Aksh Garg, Sana Salehi, Marianna La Rocca, Rachael Garner, Dominique Duncan
2020	J	`jnl`	Prediction of Epilepsy Development in Traumatic Brain Injury Patients from Diffusion Weighted MRI. CoRR Md Navid Akbar, Marianna La Rocca, Rachael Garner, Dominique Duncan, Deniz Erdogmus
2020	—	`conf`	Prediction of epilepsy development in traumatic brain injury patients from diffusion weighted MRI. PETRA Md Navid Akbar, Marianna La Rocca, Rachael Garner, Dominique Duncan, Deniz Erdogmus
2020	—	`conf`	The Effects of Filtering on High Frequency Oscillation Classification. SpringSim Jiaju Liu, Rachael Garner, Marianna La Rocca, Eun-Kee Bae, Dominique Duncan
2019	—	`conf`	A Machine Learning Model to Predict Seizure Susceptibility from Resting-State fMRI Connectivity. SpringSim Rachael Garner, Marianna La Rocca, Giuseppe Barisano, Arthur W. Toga, Dominique Duncan, Paul M. Vespa
2019	J	`jnl`	Using Virtual Reality to Improve Performance and User Experience in Manual Correction of MRI Segmentation Errors by Non-experts. J. Digit. Imaging Dominique Duncan, Rachael Garner, Ivan Zrantchev, Tyler Ard, Bradley Newman, Adam Saslow, Emily Wanserski, Arthur W. Toga
2018	J	`jnl`	Analytic Tools for Post-traumatic Epileptogenesis Biomarker Search in Multimodal Dataset of an Animal Model and Human Patients. Frontiers Neuroinformatics Dominique Duncan, Giuseppe Barisano, Ryan P. Cabeen, Farshid Sepehrband, Rachael Garner, Adebayo Braimah, Paul M. Vespa, Asla Pitkänen, Meng Law, Arthur W. Toga