The spatio-temporal mapping of epileptic networks: Combination of EEG-fMRI and EEG source imaging. - Serge Vulliémoz; Rachel C. Thornton; Roman Rodionov; David W. Carmichael; Maxime Guye; Samden D. Lhatoo; Andrew W. McEvoy; Laurent Spinelli; Christoph M. Michel; John S. Duncan; Louis Lemieux (NeuroImage, 2009)

Imaging haemodynamic changes related to seizures: Comparison of EEG-based general linear model, independent component analysis of fMRI and intracranial EEG. - Rachel C. Thornton; Roman Rodionov; Helmut Laufs; Serge Vulliémoz; Anna E. Vaudano; David W. Carmichael; S. Cannadathu; Maxime Guye; Andrew W. McEvoy; Samden D. Lhatoo; Fabrice Bartolomei; Patrick Chauvel; et al. (NeuroImage, 2010)

Continuous EEG source imaging enhances analysis of EEG-fMRI in focal epilepsy. - Serge Vulliémoz; Roman Rodionov; David W. Carmichael; Rachel C. Thornton; Maxime Guye; Samden D. Lhatoo; Christoph M. Michel; John S. Duncan; Louis Lemieux (NeuroImage, 2010)

EpiDEA: Extracting Structured Epilepsy and Seizure Information from Patient Discharge Summaries for Cohort Identification. - Licong Cui; Samden D. Lhatoo; Guo-Qiang Zhang 001; Satya Sanket Sahoo; Alireza Bozorgi (AMIA, 2012)

OPIC: Ontology-driven Patient Information Capturing System for Epilepsy. - Satya Sanket Sahoo; Meng Zhao; Lingyun Luo; Alireza Bozorgi; Deepak K. Gupta; Samden D. Lhatoo; Guo-Qiang Zhang 001 (AMIA, 2012)

Cloudwave: Distributed Processing of "Big Data" from Electrophysiological Recordings for Epilepsy Clinical Research Using Hadoop. - Catherine P. Jayapandian; Chien-Hung Chen; Alireza Bozorgi; Samden D. Lhatoo; Guo-Qiang Zhang 001; Satya Sanket Sahoo (AMIA, 2013)

Electrophysiological Signal Analysis and Visualization using Cloudwave for Epilepsy Clinical Research. - Catherine P. Jayapandian; Chien-Hung Chen; Alireza Bozorgi; Samden D. Lhatoo; Guo-Qiang Zhang 001; Satya Sanket Sahoo (MedInfo, 2013)

MEDCIS: Multi-Modality Epilepsy Data Capture and Integration System. - Guo-Qiang Zhang 001; Licong Cui; Samden D. Lhatoo; Satya S. Sahoo (AMIA, 2014)

Domain Ontology As Conceptual Model for Big Data Management: Application in Biomedical Informatics. - Catherine P. Jayapandian; Chien-Hung Chen; Aman Dabir; Samden D. Lhatoo; Guo-Qiang Zhang 001; Satya Sanket Sahoo (ER, 2014)

Heart beats in the cloud: distributed analysis of electrophysiological 'Big Data' using cloud computing for epilepsy clinical research. - Satya Sanket Sahoo; Catherine P. Jayapandian; Gaurav Garg; Farhad Kaffashi; Stephanie Chung; Alireza Bozorgi; Chien-Hung Chen; Kenneth A. Loparo; Samden D. Lhatoo; Guo-Qiang Zhang 001 (J. Am. Medical Informatics Assoc., 2014)

Epilepsy and seizure ontology: towards an epilepsy informatics infrastructure for clinical research and patient care. - Satya Sanket Sahoo; Samden D. Lhatoo; Deepak K. Gupta; Licong Cui; Meng Zhao; Catherine P. Jayapandian; Alireza Bozorgi; Guo-Qiang Zhang 001 (J. Am. Medical Informatics Assoc., 2014)

Complex epilepsy phenotype extraction from narrative clinical discharge summaries. - Licong Cui; Satya Sanket Sahoo; Samden D. Lhatoo; Gaurav Garg; Prashant Rai; Alireza Bozorgi; Guo-Qiang Zhang 001 (J. Biomed. Informatics, 2014)

Classification of EEG abnormalities in partial epilepsy with simultaneous EEG-fMRI recordings. - Carlos Pedreira; Anna E. Vaudano; Rachel C. Thornton; Umair J. Chaudhary; Serge Vulliémoz; Helmut Laufs; Roman Rodionov; David W. Carmichael; Samden D. Lhatoo; Maxime Guye; Rodrigo Quian Quiroga; Louis Lemieux (NeuroImage, 2014)

Automated Removal of EKG Artifact From EEG Data Using Independent Component Analysis and Continuous Wavelet Transformation. - Mehdi Bagheri Hamaneh; Numthip Chitravas; Kitti Kaiboriboon; Samden D. Lhatoo; Kenneth A. Loparo (IEEE Trans. Biomed. Eng., 2014)

A scalable neuroinformatics data flow for electrophysiological signals using MapReduce. - Catherine P. Jayapandian; Annan Wei; Priya Ramesh; Bilal Zonjy; Samden D. Lhatoo; Kenneth A. Loparo; Guo-Qiang Zhang 001; Satya S. Sahoo (Frontiers Neuroinformatics, 2015)

ODaCCI: Ontology-guided Data Curation for Multisite Clinical Research Data Integration in the NINDS Center for SUDEP Research. - Licong Cui; Yan Huang 034; Shiqiang Tao; Samden D. Lhatoo; Guo-Qiang Zhang 001 (AMIA, 2016)

Comparative Evaluation for Brain Structural Connectivity Approaches: Towards Integrative Neuroinformatics Tool for Epilepsy Clinical Research. - Sheng Yang; Curtis Tatsuoka; Kaushik Ghosh; Nuria Lacuey Lecumberri; Samden D. Lhatoo; Satya Sanket Sahoo (CRI, 2016)

NeuroPigPen: A Scalable Toolkit for Processing Electrophysiological Signal Data in Neuroscience Applications Using Apache Pig. - Satya S. Sahoo; Annan Wei; Joshua Valdez; Li Wang; Bilal Zonjy; Curtis Tatsuoka; Kenneth A. Loparo; Samden D. Lhatoo (Frontiers Neuroinformatics, 2016)

Managing information well: Toward an ontology-driven informatics platform for data sharing and secondary use in epilepsy self-management research centers. - Satya S. Sahoo; Guo-Qiang Zhang 001; Yvan Bamps; Robert Fraser; Shelley Stoll; Samden D. Lhatoo; Curtis Tatsuoka; Johnny Sams; Elisabeth Welter; Martha Sajatovic (Health Informatics J., 2016)

Processing Neurology Clinical Data for Knowledge Discovery: Scalable Data Flows Using Distributed Computing. - Satya S. Sahoo; Annan Wei; Curtis Tatsuoka; Kaushik Ghosh; Samden D. Lhatoo (Machine Learning for Health Informatics, 2016)

Automated Detection of Postictal Generalized EEG Suppression. - Wanchat Theeranaew; James McDonald; Bilal Zonjy; Farhad Kaffashi; Brian D. Moseley; Daniel Friedman; Elson So; James Tao; Maromi Nei; Philippe Ryvlin; Rainer Surges; Roland D. Thijs; et al. (IEEE Trans. Biomed. Eng., 2018)

SeizureBank: A Repository of Analysis-ready Seizure Signal Data. - Xiaojin Li; Yan Huang 034; Shiqiang Tao; Licong Cui; Samden D. Lhatoo; Guo-Qiang Zhang 001 (AMIA, 2019)

Combining Representation Learning with Tensor Factorization for Risk Factor Analysis - an application to Epilepsy and Alzheimer's disease. - Xiaoqian Jiang; Samden D. Lhatoo; Guo-Qiang Zhang 001; Luyao Chen; Yejin Kim 001 (CoRR, 2019)

NeuroIntegrative Connectivity (NIC) Informatics Tool for Brain Functional Connectivity Network Analysis in Cohort Studies. - Satya S. Sahoo; Arthur L. Gershon; Nassim Shafiabadi; Kaushik Ghosh; Curtis Tatsuoka; Samden D. Lhatoo; Guadalupe Fernandez-BacaVaca (AMIA, 2020)

Temporal phenotyping for transitional disease progress: An application to epilepsy and Alzheimer's disease. - Yejin Kim 001; Samden D. Lhatoo; Guo-Qiang Zhang 001; Luyao Chen; Xiaoqian Jiang (J. Biomed. Informatics, 2020)

A community effort for automatic detection of postictal generalized EEG suppression in epilepsy. - Yejin Kim 001; Xiaoqian Jiang; Samden D. Lhatoo; Guoqiang Zhang 001; Shiqiang Tao; Licong Cui; Xiaojin Li; Robert D. Jolly; Luyao Chen; Michael Phan; Cung Ha; Marijane Detranaltes; et al. (BMC Medical Informatics Decis. Mak., 2020)

Automated detection of activity onset after postictal generalized EEG suppression. - Bishal Lamichhane; Yejin Kim 001; Santiago Segarra; Guoqiang Zhang 001; Samden D. Lhatoo; Jaison Hampson; Xiaoqian Jiang (BMC Medical Informatics Decis. Mak., 2020)

Categorisation of EEG suppression using enhanced feature extraction for SUDEP risk assessment. - Juan C. Mier; Yejin Kim 001; Xiaoqian Jiang; Guo-Qiang Zhang 001; Samden D. Lhatoo (BMC Medical Informatics Decis. Mak., 2020)

Learning to detect the onset of slow activity after a generalized tonic-clonic seizure. - Carroll Vance; Yejin Kim 001; Guo-Qiang Zhang 001; Samden D. Lhatoo; Shiqiang Tao; Licong Cui; Xiaojin Li; Xiaoqian Jiang (BMC Medical Informatics Decis. Mak., 2020)

A lightweight convolutional neural network for assessing an EEG risk marker for sudden unexpected death in epilepsy. - Cong Zhu; Yejin Kim 001; Xiaoqian Jiang; Samden D. Lhatoo; Hampson Jaison; Guo-Qiang Zhang 001 (BMC Medical Informatics Decis. Mak., 2020)

A multimodal clinical data resource for personalized risk assessment of sudden unexpected death in epilepsy. - Xiaojin Li; Shiqiang Tao; Samden D. Lhatoo; Licong Cui; Yan Huang 034; Johnson P. Hampson; Guo-Qiang Zhang 001 (Frontiers Big Data, 2022)

A hybrid unsupervised and supervised learning approach for postictal generalized EEG suppression detection. - Xiaojin Li; Yan Huang 034; Samden D. Lhatoo; Shiqiang Tao; Laura Vilella Bertran; Guo-Qiang Zhang 001; Licong Cui (Frontiers Neuroinformatics, 2022)

Leveraging logical definitions and lexical features to detect missing IS-A relations in biomedical terminologies. - Rashmie Abeysinghe; Fengbo Zheng; Jay Shi; Samden D. Lhatoo; Licong Cui (J. Biomed. Semant., 2024)

Identifying Developmental Intellectual Disability as a SUDEP Risk Marker from Epilepsy Monitoring Unit Reports Using Large Language Models. - Ran Hu; Rashmie Abeysinghe; Gorbachev Jowah; Shiqiang Tao; Samden D. Lhatoo; Guo-Qiang Zhang 001; Licong Cui (FLAIRS, 2025)

Ontology accelerates few-shot learning capability of large language model: A study in extraction of drug efficacy in a rare pediatric epilepsy. - Pedram Golnari; Katrina Prantzalos; Veronica Hood; Mary Anne Meskis; Lori L. Isom; Karen Wilcox; Jack M. Parent; Dennis Lal; Samden D. Lhatoo; Howard P. Goodkin; Elaine C. Wirrell; Kelly G. Knupp; et al. (Int. J. Medical Informatics, 2025)

Leveraging pretrained language models for seizure frequency extraction from epilepsy evaluation reports. - Rashmie Abeysinghe; Shiqiang Tao; Samden D. Lhatoo; Guoqiang Zhang 001; Licong Cui (npj Digit. Medicine, 2025)