John Thomas - RankMe

17 papers B 1Misc 2Journal 8Unranked 6

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Automated Multi-Class Seizure-Type Classification System Using EEG Signals and Machine Learning Algorithms. IEEE Access Abirami Selvaraj, Tikaram, M. Kathiravan, Yuvaraj Rajamanickam, Ramshekhar N. Menon, John Thomas, Periyamolapalayam Allimuthu Karthick, A. Amalin Prince, Jac Fredo Agastinose Ronickom
2023	J	`jnl`	Comprehensive Analysis of Feature Extraction Methods for Emotion Recognition from Multichannel EEG Recordings. Sensors Yuvaraj Rajamanickam, Prasanth Thagavel, John Thomas, Jack Fogarty, Farhan Ali
2023	—	`conf`	Low Valence Low Arousal Stimuli: An Effective Candidate for EEG-Based Biometrics Authentication System. MIE Jahanvi Jeswani, Praveen Kumar Govarthan, Abirami Selvaraj, A. Amalin Prince, John Thomas, Mohanavelu Kalathe, Venkat Sreeraj V. Se Subramaniam, Jac Fredo Agastinose Ronickom
2023	—	`conf`	Multi-Class Seizure Type Classification Using Features Extracted from the EEG. ICIMTH Abirami Selvaraj, Swarubini PJ, John Thomas, Yuvaraj Rajamanickam, Ramshekhar N. Menon, Jac Fredo Agastinose Ronickom
2023	—	`conf`	Optimization of Pre-Ictal Interval Time Period for Epileptic Seizure Prediction Using Temporal and Frequency Features. MIE Abdul Aleem Shaik Gadda, Dhanvi Vedantham, John Thomas, Yuvaraj Rajamanickam, Ramshekhar N. Menon, Jac Fredo Agastinose Ronickom
2023	J	`jnl`	Six-Center Assessment of CNN-Transformer with Belief Matching Loss for Patient-Independent Seizure Detection in EEG. Int. J. Neural Syst. Wei Yan Peh, Thangavel Prasanth, Yuanyuan Yao, John Thomas, Yee-Leng Tan, Justin Dauwels
2021	J	`jnl`	Automated Adult Epilepsy Diagnostic Tool Based on Interictal Scalp Electroencephalogram Characteristics: A Six-Center Study. Int. J. Neural Syst. John Thomas, Thangavel Prasanth, Wei Yan Peh, Jin Jing, Yuvaraj Rajamanickam, Sydney S. Cash, Rima Chaudhari, Sagar Karia, Rahul Rathakrishnan, Vinay Saini, Nilesh Shah, Rohit Srivastava, Yee-Leng Tan, M. Brandon Westover, Justin Dauwels
2021	J	`jnl`	Multi-Center Validation Study of Automated Classification of Pathological Slowing in Adult Scalp Electroencephalograms Via Frequency Features. Int. J. Neural Syst. Wei Yan Peh, John Thomas, Elham Bagheri, Rima Chaudhari, Sagar Karia, Rahul Rathakrishnan, Vinay Saini, Nilesh Shah, Rohit Srivastava, Yee-Leng Tan, Justin Dauwels
2021	J	`jnl`	Time-Frequency Decomposition of Scalp Electroencephalograms Improves Deep Learning-Based Epilepsy Diagnosis. Int. J. Neural Syst. Thangavel Prasanth, John Thomas, Wei Yan Peh, Jin Jing, Yuvaraj Rajamanickam, Sydney S. Cash, Rima Chaudhari, Sagar Karia, Rahul Rathakrishnan, Vinay Saini, Nilesh Shah, Rohit Srivastava, Yee-Leng Tan, M. Brandon Westover, Justin Dauwels
2020	J	`jnl`	Automated Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms by Convolutional Neural Networks. Int. J. Neural Syst. John Thomas, Jing Jin, Thangavel Prasanth, Elham Bagheri, Yuvaraj Rajamanickam, Justin Dauwels, Rahul Rathakrishnan, Jonathan J. Halford, Sydney S. Cash, M. Brandon Westover
2020	—	`conf`	Deep Learning for Interictal Epileptiform Spike Detection from scalp EEG frequency sub bands. EMBC Thangavel Prasanth, John Thomas, R. Yuvaraj, Jing Jing, Sydney S. Cash, Rima Chaudhari, Yee-Leng Tan, Rahul Rathakrishnan, Rohit Srivastava, Vinay Saini, M. Brandon Westover, Justin Dauwels
2018	Misc	`conf`	A deep Learning Scheme for Automatic Seizure Detection from Long-Term Scalp EEG. ACSSC Yuvaraj Rajamanickam, John Thomas, Tilmann Kluge, Justin Dauwels
2018	—	`conf`	EEG CLassification Via Convolutional Neural Network-Based Interictal Epileptiform Event Detection. EMBC John Thomas, Luca Comoretto, Jing Jin, Justin Dauwels, Sydney S. Cash, M. Brandon Westover
2017	—	`conf`	Automated epileptiform spike detection via affinity propagation-based template matching. EMBC John Thomas, Jing Jin, Justin Dauwels, Sydney S. Cash, M. Brandon Westover
2017	B	`conf`	Deep learning-based classification for brain-computer interfaces. SMC John Thomas, Tomasz Maszczyk, Nishant Sinha, Tilmann Kluge, Justin Dauwels
2017	J	`jnl`	Neurology-as-a-Service for the Developing World. CoRR Tejas Dharamsi, Payel Das, Tejaswini Pedapati, Gregory Bramble, Vinod Muthusamy, Horst Samulowitz, Kush R. Varshney, Yuvaraj Rajamanickam, John Thomas, Justin Dauwels
2016	Misc	`conf`	Clustering of interictal spikes by dynamic time warping and affinity propagation. ICASSP John Thomas, Jing Jin, Justin Dauwels, Sydney S. Cash, M. Brandon Westover