Samden D. Lhatoo

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 17

Top Topics

Functional Connectivity

Epileptic Seizures

Automated Detection

Top Venues

BMC Medical Informatics Decis. Mak.

Frontiers Neuroinformatics

J. Am. Medical Informatics Assoc.

Publications

Rashmie Abeysinghe, Fengbo Zheng, Jay Shi, Samden D. Lhatoo, Licong Cui
Leveraging logical definitions and lexical features to detect missing IS-A relations in biomedical terminologies. J. Biomed. Semant. 15 (1) (2024)
Xiaojin Li, Yan Huang, Samden D. Lhatoo, Shiqiang Tao, Laura Vilella Bertran, Guo-Qiang Zhang, Licong Cui
A hybrid unsupervised and supervised learning approach for postictal generalized EEG suppression detection. Frontiers Neuroinformatics 16 (2022)
Xiaojin Li, Shiqiang Tao, Samden D. Lhatoo, Licong Cui, Yan Huang, Johnson P. Hampson, Guo-Qiang Zhang
A multimodal clinical data resource for personalized risk assessment of sudden unexpected death in epilepsy. Frontiers Big Data 5 (2022)
Bishal Lamichhane, Yejin Kim, Santiago Segarra, Guoqiang Zhang, Samden D. Lhatoo, Jaison Hampson, Xiaoqian Jiang
Automated detection of activity onset after postictal generalized EEG suppression. BMC Medical Informatics Decis. Mak. (12) (2020)
Carroll Vance, Yejin Kim, Guo-Qiang Zhang, Samden D. Lhatoo, Shiqiang Tao, Licong Cui, Xiaojin Li, Xiaoqian Jiang
Learning to detect the onset of slow activity after a generalized tonic-clonic seizure. BMC Medical Informatics Decis. Mak. (12) (2020)
Cong Zhu, Yejin Kim, Xiaoqian Jiang, Samden D. Lhatoo, Hampson Jaison, Guo-Qiang Zhang
A lightweight convolutional neural network for assessing an EEG risk marker for sudden unexpected death in epilepsy. BMC Medical Informatics Decis. Mak. (12) (2020)
Satya S. Sahoo, Arthur L. Gershon, Nassim Shafiabadi, Kaushik Ghosh, Curtis Tatsuoka, Samden D. Lhatoo, Guadalupe Fernandez-BacaVaca
NeuroIntegrative Connectivity (NIC) Informatics Tool for Brain Functional Connectivity Network Analysis in Cohort Studies. AMIA (2020)
Yejin Kim, Samden D. Lhatoo, Guo-Qiang Zhang, Luyao Chen, Xiaoqian Jiang
Temporal phenotyping for transitional disease progress: An application to epilepsy and Alzheimer's disease. J. Biomed. Informatics 107 (2020)
Juan C. Mier, Yejin Kim, Xiaoqian Jiang, Guo-Qiang Zhang, Samden D. Lhatoo
Categorisation of EEG suppression using enhanced feature extraction for SUDEP risk assessment. BMC Medical Informatics Decis. Mak. (12) (2020)
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
A community effort for automatic detection of postictal generalized EEG suppression in epilepsy. BMC Medical Informatics Decis. Mak. (12) (2020)
Xiaoqian Jiang, Samden D. Lhatoo, Guo-Qiang Zhang, Luyao Chen, Yejin Kim
Combining Representation Learning with Tensor Factorization for Risk Factor Analysis - an application to Epilepsy and Alzheimer's disease. CoRR (2019)
Xiaojin Li, Yan Huang, Shiqiang Tao, Licong Cui, Samden D. Lhatoo, Guo-Qiang Zhang
SeizureBank: A Repository of Analysis-ready Seizure Signal Data. AMIA (2019)
Wanchat Theeranaew, James McDonald, Bilal Zonjy, Farhad Kaffashi, Brian D. Moseley, Daniel Friedman, Elson So, James Tao, Maromi Nei, Philippe Ryvlin, Rainer Surges, Roland Thijs, Stephan Schuele, Samden D. Lhatoo, Kenneth A. Loparo
Automated Detection of Postictal Generalized EEG Suppression. IEEE Trans. Biomed. Eng. 65 (2) (2018)
Satya S. Sahoo, Guo-Qiang Zhang, Yvan Bamps, Robert Fraser, Shelley Stoll, Samden D. Lhatoo, Curtis Tatsuoka, Johnny Sams, Elisabeth Welter, Martha Sajatovic
Managing information well: Toward an ontology-driven informatics platform for data sharing and secondary use in epilepsy self-management research centers. Health Informatics J. 22 (3) (2016)
Licong Cui, Yan Huang, Shiqiang Tao, Samden D. Lhatoo, Guo-Qiang Zhang
ODaCCI: Ontology-guided Data Curation for Multisite Clinical Research Data Integration in the NINDS Center for SUDEP Research. AMIA (2016)
Satya S. Sahoo, Annan Wei, Joshua Valdez, Li Wang, Bilal Zonjy, Curtis Tatsuoka, Kenneth A. Loparo, Samden D. Lhatoo
NeuroPigPen: A Scalable Toolkit for Processing Electrophysiological Signal Data in Neuroscience Applications Using Apache Pig. Frontiers Neuroinformatics 10 (2016)
Sheng Yang, Curtis Tatsuoka, Kaushik Ghosh, Nuria Lacuey Lecumberri, Samden D. Lhatoo, Satya Sanket Sahoo
Comparative Evaluation for Brain Structural Connectivity Approaches: Towards Integrative Neuroinformatics Tool for Epilepsy Clinical Research. CRI (2016)
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
' using cloud computing for epilepsy clinical research. J. Am. Medical Informatics Assoc. 21 (2) (2014)
Catherine P. Jayapandian, Chien-Hung Chen, Aman Dabir, Samden D. Lhatoo, Guo-Qiang Zhang, Satya Sanket Sahoo
Domain Ontology As Conceptual Model for Big Data Management: Application in Biomedical Informatics. ER (2014)
Licong Cui, Satya Sanket Sahoo, Samden D. Lhatoo, Gaurav Garg, Prashant Rai, Alireza Bozorgi, Guo-Qiang Zhang
Complex epilepsy phenotype extraction from narrative clinical discharge summaries. J. Biomed. Informatics 51 (2014)
Satya Sanket Sahoo, Samden D. Lhatoo, Deepak K. Gupta, Licong Cui, Meng Zhao, Catherine P. Jayapandian, Alireza Bozorgi, Guo-Qiang Zhang
Epilepsy and seizure ontology: towards an epilepsy informatics infrastructure for clinical research and patient care. J. Am. Medical Informatics Assoc. 21 (1) (2014)
Guo-Qiang Zhang, Licong Cui, Samden D. Lhatoo, Satya S. Sahoo
MEDCIS: Multi-Modality Epilepsy Data Capture and Integration System. AMIA (2014)
Mehdi Bagheri Hamaneh, Numthip Chitravas, Kitti Kaiboriboon, Samden D. Lhatoo, Kenneth A. Loparo
Automated Removal of EKG Artifact From EEG Data Using Independent Component Analysis and Continuous Wavelet Transformation. IEEE Trans. Biomed. Eng. 61 (6) (2014)
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, R. Quian Quiroga, Louis Lemieux
Classification of EEG abnormalities in partial epilepsy with simultaneous EEG-fMRI recordings. NeuroImage 99 (2014)
Catherine P. Jayapandian, Annan Wei, Priya Ramesh, Bilal Zonjy, Samden D. Lhatoo, Kenneth A. Loparo, Guo-Qiang Zhang, Satya S. Sahoo
A scalable neuroinformatics data flow for electrophysiological signals using MapReduce. Frontiers Neuroinformatics 9 (2014)
Catherine P. Jayapandian, Chien-Hung Chen, Alireza Bozorgi, Samden D. Lhatoo, Guo-Qiang Zhang, Satya Sanket Sahoo
Electrophysiological Signal Analysis and Visualization using Cloudwave for Epilepsy Clinical Research. MedInfo (2013)
Catherine P. Jayapandian, Chien-Hung Chen, Alireza Bozorgi, Samden D. Lhatoo, Guo-Qiang Zhang, Satya Sanket Sahoo
Cloudwave: Distributed Processing of "Big Data" from Electrophysiological Recordings for Epilepsy Clinical Research Using Hadoop. AMIA (2013)
Satya Sanket Sahoo, Meng Zhao, Lingyun Luo, Alireza Bozorgi, Deepak K. Gupta, Samden D. Lhatoo, Guo-Qiang Zhang
OPIC: Ontology-driven Patient Information Capturing System for Epilepsy. AMIA (2012)
Licong Cui, Samden D. Lhatoo, Guo-Qiang Zhang, Satya Sanket Sahoo, Alireza Bozorgi
EpiDEA: Extracting Structured Epilepsy and Seizure Information from Patient Discharge Summaries for Cohort Identification. AMIA (2012)
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
Imaging haemodynamic changes related to seizures: Comparison of EEG-based general linear model, independent component analysis of fMRI and intracranial EEG. NeuroImage 53 (1) (2010)
Serge Vulliémoz, Roman Rodionov, David W. Carmichael, Rachel C. Thornton, Maxime Guye, Samden D. Lhatoo, Christoph M. Michel, John S. Duncan, Louis Lemieux
Continuous EEG source imaging enhances analysis of EEG-fMRI in focal epilepsy. NeuroImage 49 (4) (2010)
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
The spatio-temporal mapping of epileptic networks: Combination of EEG-fMRI and EEG source imaging. NeuroImage 46 (3) (2009)