Samden D. Lhatoo

According to our database, Samden D. Lhatoo authored at least 32 papers between 2009 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

A hybrid unsupervised and supervised learning approach for postictal generalized EEG suppression detection.

Xiaojin Li, Yan Huang, Samden D. Lhatoo, Shiqiang Tao, Laura Vilella Bertran, Guo-Qiang Zhang, Licong Cui

Frontiers Neuroinformatics, August, 2022

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, Johnson P. Hampson, Guo-Qiang Zhang

Frontiers Big Data, 2022

2020

A lightweight convolutional neural network for assessing an EEG risk marker for sudden unexpected death in epilepsy.

Cong Zhu, Yejin Kim, Xiaoqian Jiang, Samden D. Lhatoo, Hampson Jaison, Guo-Qiang Zhang

BMC Medical Informatics Decis. Mak., 2020

Learning to detect the onset of slow activity after a generalized tonic-clonic seizure.

Carroll Vance, Yejin Kim, Guo-Qiang Zhang, Samden D. Lhatoo, Shiqiang Tao, Licong Cui, Xiaojin Li, 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, Xiaoqian Jiang, Guo-Qiang Zhang, Samden D. Lhatoo

BMC Medical Informatics Decis. Mak., 2020

Automated detection of activity onset after postictal generalized EEG suppression.

Bishal Lamichhane, Yejin Kim, Santiago Segarra, Guoqiang Zhang, Samden D. Lhatoo, Jaison Hampson, Xiaoqian Jiang

BMC Medical Informatics Decis. Mak., 2020

A community effort for automatic detection of postictal generalized EEG suppression in epilepsy.

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

BMC Medical Informatics Decis. Mak., 2020

Temporal phenotyping for transitional disease progress: An application to epilepsy and Alzheimer's disease.

Yejin Kim, Samden D. Lhatoo, Guo-Qiang Zhang, Luyao Chen, Xiaoqian Jiang

J. Biomed. Informatics, 2020

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

Proceedings of the AMIA 2020, 2020

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, Luyao Chen, Yejin Kim

CoRR, 2019

SeizureBank: A Repository of Analysis-ready Seizure Signal Data.

Xiaojin Li, Yan Huang, Shiqiang Tao, Licong Cui, Samden D. Lhatoo, Guo-Qiang Zhang

Proceedings of the AMIA 2019, 2019

2018

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, Stephan Schuele, Samden D. Lhatoo, Kenneth A. Loparo

IEEE Trans. Biomed. Eng., 2018

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

Proceedings of the Machine Learning for Health Informatics, 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, Yvan Bamps, Robert Fraser, Shelley Stoll, Samden D. Lhatoo, Curtis Tatsuoka, Johnny Sams, Elisabeth Welter, Martha Sajatovic

Health Informatics J., 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

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

Proceedings of the Summit on Clinical Research Informatics, 2016

ODaCCI: Ontology-guided Data Curation for Multisite Clinical Research Data Integration in the NINDS Center for SUDEP Research.

Licong Cui, Yan Huang, Shiqiang Tao, Samden D. Lhatoo, Guo-Qiang Zhang

Proceedings of the AMIA 2016, 2016

2015

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, Satya S. Sahoo

Frontiers Neuroinformatics, 2015

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

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

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

J. Biomed. Informatics, 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

J. Am. Medical Informatics Assoc., 2014

Heart beats in the cloud: distributed analysis of electrophysiological '<i>Big Data</i>' 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

J. Am. Medical Informatics Assoc., 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, Satya Sanket Sahoo

Proceedings of the Conceptual Modeling - 33rd International Conference, 2014

MEDCIS: Multi-Modality Epilepsy Data Capture and Integration System.

Guo-Qiang Zhang, Licong Cui, Samden D. Lhatoo, Satya S. Sahoo

Proceedings of the AMIA 2014, 2014

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, Satya Sanket Sahoo

Proceedings of the MEDINFO 2013, 2013

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, Satya Sanket Sahoo

Proceedings of the AMIA 2013, 2013

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

Proceedings of the AMIA 2012, 2012

EpiDEA: Extracting Structured Epilepsy and Seizure Information from Patient Discharge Summaries for Cohort Identification.

Licong Cui, Samden D. Lhatoo, Guo-Qiang Zhang, Satya Sanket Sahoo, Alireza Bozorgi

Proceedings of the AMIA 2012, 2012

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

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, Beate Diehl, Federico De Martino, R. D. C. Elwes, Matthew C. Walker, John S. Duncan, Louis Lemieux

NeuroImage, 2010

2009

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