Samden D. Lhatoo

36 papers A 1Misc 8Journal 24Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	Identifying Developmental Intellectual Disability as a SUDEP Risk Marker from Epilepsy Monitoring Unit Reports Using Large Language Models. FLAIRS Ran Hu, Rashmie Abeysinghe, Gorbachev Jowah, Shiqiang Tao, Samden D. Lhatoo, Guo-Qiang Zhang, Licong Cui
2025	J	`jnl`	Leveraging pretrained language models for seizure frequency extraction from epilepsy evaluation reports. npj Digit. Medicine Rashmie Abeysinghe, Shiqiang Tao, Samden D. Lhatoo, Guoqiang Zhang, Licong Cui
2025	J	`jnl`	Ontology accelerates few-shot learning capability of large language model: A study in extraction of drug efficacy in a rare pediatric epilepsy. Int. J. Medical Informatics 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, Manisha Patel, Jeffrey A. Loeb, Joseph E. Sullivan, Lauren Harte-Hargrove, Brandy E. Fureman, Jeffrey Buchhalter, Satya S. Sahoo
2024	J	`jnl`	Leveraging logical definitions and lexical features to detect missing IS-A relations in biomedical terminologies. J. Biomed. Semant. Rashmie Abeysinghe, Fengbo Zheng, Jay Shi, Samden D. Lhatoo, Licong Cui
2022	J	`jnl`	A hybrid unsupervised and supervised learning approach for postictal generalized EEG suppression detection. Frontiers Neuroinformatics Xiaojin Li, Yan Huang, Samden D. Lhatoo, Shiqiang Tao, Laura Vilella Bertran, Guo-Qiang Zhang, Licong Cui
2022	J	`jnl`	A multimodal clinical data resource for personalized risk assessment of sudden unexpected death in epilepsy. Frontiers Big Data Xiaojin Li, Shiqiang Tao, Samden D. Lhatoo, Licong Cui, Yan Huang, Johnson P. Hampson, Guo-Qiang Zhang
2020	J	`jnl`	A community effort for automatic detection of postictal generalized EEG suppression in epilepsy. BMC Medical Informatics Decis. Mak. Yejin Kim, Xiaoqian Jiang, Samden D. Lhatoo, Guoqiang Zhang, Shiqiang Tao, Licong Cui, Xiaojin Li, Robert D. Jolly, Luyao Chen, Michael Phan, Cung Ha, Marijane Detranaltes, Jiajie Zhang
2020	J	`jnl`	A lightweight convolutional neural network for assessing an EEG risk marker for sudden unexpected death in epilepsy. BMC Medical Informatics Decis. Mak. Cong Zhu, Yejin Kim, Xiaoqian Jiang, Samden D. Lhatoo, Hampson Jaison, Guo-Qiang Zhang
2020	J	`jnl`	Automated detection of activity onset after postictal generalized EEG suppression. BMC Medical Informatics Decis. Mak. Bishal Lamichhane, Yejin Kim, Santiago Segarra, Guoqiang Zhang, Samden D. Lhatoo, Jaison Hampson, Xiaoqian Jiang
2020	J	`jnl`	Categorisation of EEG suppression using enhanced feature extraction for SUDEP risk assessment. BMC Medical Informatics Decis. Mak. Juan C. Mier, Yejin Kim, Xiaoqian Jiang, Guo-Qiang Zhang, Samden D. Lhatoo
2020	J	`jnl`	Learning to detect the onset of slow activity after a generalized tonic-clonic seizure. BMC Medical Informatics Decis. Mak. Carroll Vance, Yejin Kim, Guo-Qiang Zhang, Samden D. Lhatoo, Shiqiang Tao, Licong Cui, Xiaojin Li, Xiaoqian Jiang
2020	Misc	`conf`	NeuroIntegrative Connectivity (NIC) Informatics Tool for Brain Functional Connectivity Network Analysis in Cohort Studies. AMIA Satya S. Sahoo, Arthur L. Gershon, Nassim Shafiabadi, Kaushik Ghosh, Curtis Tatsuoka, Samden D. Lhatoo, Guadalupe Fernandez-BacaVaca
2020	J	`jnl`	Temporal phenotyping for transitional disease progress: An application to epilepsy and Alzheimer's disease. J. Biomed. Informatics Yejin Kim, Samden D. Lhatoo, Guo-Qiang Zhang, Luyao Chen, Xiaoqian Jiang
2019	J	`jnl`	Combining Representation Learning with Tensor Factorization for Risk Factor Analysis - an application to Epilepsy and Alzheimer's disease. CoRR Xiaoqian Jiang, Samden D. Lhatoo, Guo-Qiang Zhang, Luyao Chen, Yejin Kim
2019	Misc	`conf`	SeizureBank: A Repository of Analysis-ready Seizure Signal Data. AMIA Xiaojin Li, Yan Huang, Shiqiang Tao, Licong Cui, Samden D. Lhatoo, Guo-Qiang Zhang
2018	J	`jnl`	Automated Detection of Postictal Generalized EEG Suppression. IEEE Trans. Biomed. Eng. 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, Stephan Schuele, Samden D. Lhatoo, Kenneth A. Loparo
2016	—	`conf`	Comparative Evaluation for Brain Structural Connectivity Approaches: Towards Integrative Neuroinformatics Tool for Epilepsy Clinical Research. CRI Sheng Yang, Curtis Tatsuoka, Kaushik Ghosh, Nuria Lacuey Lecumberri, Samden D. Lhatoo, Satya Sanket Sahoo
2016	J	`jnl`	Managing information well: Toward an ontology-driven informatics platform for data sharing and secondary use in epilepsy self-management research centers. Health Informatics J. Satya S. Sahoo, Guo-Qiang Zhang, Yvan Bamps, Robert Fraser, Shelley Stoll, Samden D. Lhatoo, Curtis Tatsuoka, Johnny Sams, Elisabeth Welter, Martha Sajatovic
2016	J	`jnl`	NeuroPigPen: A Scalable Toolkit for Processing Electrophysiological Signal Data in Neuroscience Applications Using Apache Pig. Frontiers Neuroinformatics Satya S. Sahoo, Annan Wei, Joshua Valdez, Li Wang, Bilal Zonjy, Curtis Tatsuoka, Kenneth A. Loparo, Samden D. Lhatoo
2016	Misc	`conf`	ODaCCI: Ontology-guided Data Curation for Multisite Clinical Research Data Integration in the NINDS Center for SUDEP Research. AMIA Licong Cui, Yan Huang, Shiqiang Tao, Samden D. Lhatoo, Guo-Qiang Zhang
2016	—	`ch.`	Processing Neurology Clinical Data for Knowledge Discovery: Scalable Data Flows Using Distributed Computing. Machine Learning for Health Informatics Satya S. Sahoo, Annan Wei, Curtis Tatsuoka, Kaushik Ghosh, Samden D. Lhatoo
2015	J	`jnl`	A scalable neuroinformatics data flow for electrophysiological signals using MapReduce. Frontiers Neuroinformatics Catherine P. Jayapandian, Annan Wei, Priya Ramesh, Bilal Zonjy, Samden D. Lhatoo, Kenneth A. Loparo, Guo-Qiang Zhang, Satya S. Sahoo
2014	J	`jnl`	Automated Removal of EKG Artifact From EEG Data Using Independent Component Analysis and Continuous Wavelet Transformation. IEEE Trans. Biomed. Eng. Mehdi Bagheri Hamaneh, Numthip Chitravas, Kitti Kaiboriboon, Samden D. Lhatoo, Kenneth A. Loparo
2014	J	`jnl`	Classification of EEG abnormalities in partial epilepsy with simultaneous EEG-fMRI recordings. NeuroImage 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
2014	J	`jnl`	Complex epilepsy phenotype extraction from narrative clinical discharge summaries. J. Biomed. Informatics Licong Cui, Satya Sanket Sahoo, Samden D. Lhatoo, Gaurav Garg, Prashant Rai, Alireza Bozorgi, Guo-Qiang Zhang
2014	A	`conf`	Domain Ontology As Conceptual Model for Big Data Management: Application in Biomedical Informatics. ER Catherine P. Jayapandian, Chien-Hung Chen, Aman Dabir, Samden D. Lhatoo, Guo-Qiang Zhang, Satya Sanket Sahoo
2014	J	`jnl`	Epilepsy and seizure ontology: towards an epilepsy informatics infrastructure for clinical research and patient care. J. Am. Medical Informatics Assoc. Satya Sanket Sahoo, Samden D. Lhatoo, Deepak K. Gupta, Licong Cui, Meng Zhao, Catherine P. Jayapandian, Alireza Bozorgi, Guo-Qiang Zhang
2014	J	`jnl`	Heart beats in the cloud: distributed analysis of electrophysiological ' J. Am. Medical Informatics Assoc. 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
2014	Misc	`conf`	MEDCIS: Multi-Modality Epilepsy Data Capture and Integration System. AMIA Guo-Qiang Zhang, Licong Cui, Samden D. Lhatoo, Satya S. Sahoo
2013	Misc	`conf`	Cloudwave: Distributed Processing of "Big Data" from Electrophysiological Recordings for Epilepsy Clinical Research Using Hadoop. AMIA Catherine P. Jayapandian, Chien-Hung Chen, Alireza Bozorgi, Samden D. Lhatoo, Guo-Qiang Zhang, Satya Sanket Sahoo
2013	—	`conf`	Electrophysiological Signal Analysis and Visualization using Cloudwave for Epilepsy Clinical Research. MedInfo Catherine P. Jayapandian, Chien-Hung Chen, Alireza Bozorgi, Samden D. Lhatoo, Guo-Qiang Zhang, Satya Sanket Sahoo
2012	Misc	`conf`	EpiDEA: Extracting Structured Epilepsy and Seizure Information from Patient Discharge Summaries for Cohort Identification. AMIA Licong Cui, Samden D. Lhatoo, Guo-Qiang Zhang, Satya Sanket Sahoo, Alireza Bozorgi
2012	Misc	`conf`	OPIC: Ontology-driven Patient Information Capturing System for Epilepsy. AMIA Satya Sanket Sahoo, Meng Zhao, Lingyun Luo, Alireza Bozorgi, Deepak K. Gupta, Samden D. Lhatoo, Guo-Qiang Zhang
2010	J	`jnl`	Continuous EEG source imaging enhances analysis of EEG-fMRI in focal epilepsy. NeuroImage Serge Vulliémoz, Roman Rodionov, David W. Carmichael, Rachel C. Thornton, Maxime Guye, Samden D. Lhatoo, Christoph M. Michel, John S. Duncan, Louis Lemieux
2010	J	`jnl`	Imaging haemodynamic changes related to seizures: Comparison of EEG-based general linear model, independent component analysis of fMRI and intracranial EEG. NeuroImage 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, Beate Diehl, Federico De Martino, R. D. C. Elwes, Matthew C. Walker, John S. Duncan, Louis Lemieux
2009	J	`jnl`	The spatio-temporal mapping of epileptic networks: Combination of EEG-fMRI and EEG source imaging. NeuroImage 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