| Application of machine learning to epileptic seizure onset detection and treatment AH Shoeb Massachusetts Institute of Technology, 2009 | 1042 | 2009 |
| Application of machine learning to epileptic seizure detection AH Shoeb, JV Guttag Proceedings of the 27th international conference on machine learning (ICML …, 2010 | 726 | 2010 |
| A micro-power EEG acquisition SoC with integrated feature extraction processor for a chronic seizure detection system N Verma, A Shoeb, J Bohorquez, J Dawson, J Guttag, AP Chandrakasan IEEE journal of solid-state circuits 45 (4), 804-816, 2010 | 629 | 2010 |
| Patient-specific seizure onset detection A Shoeb, H Edwards, J Connolly, B Bourgeois, ST Treves, J Guttag Epilepsy & Behavior 5 (4), 483-498, 2004 | 440 | 2004 |
| Patient-specific seizure onset detection system J Guttag, A Shoeb, B Bourgeois, S Treves, S Schachter, H Edwards, ... US Patent App. 11/140,551, 2006 | 310 | 2006 |
| An 8-channel scalable EEG acquisition SoC with patient-specific seizure classification and recording processor J Yoo, L Yan, D El-Damak, MAB Altaf, AH Shoeb, AP Chandrakasan IEEE journal of solid-state circuits 48 (1), 214-228, 2012 | 309 | 2012 |
| Impact of pediatric epilepsy on sleep patterns and behaviors in children and parents AM Larson, RCC Ryther, M Jennesson, AL Geffrey, PL Bruno, ... Epilepsia 53 (7), 1162-1169, 2012 | 144 | 2012 |
| Model-based filtering, compression and classification of the ECG GD Clifford, A Shoeb, PE McSharry, BA Janz International Journal of Bioelectromagnetism 7 (1), 158-161, 2005 | 143 | 2005 |
| An algorithm for seizure onset detection using intracranial EEG A Kharbouch, A Shoeb, J Guttag, SS Cash Epilepsy & Behavior 22, S29-S35, 2011 | 123 | 2011 |
| Non-invasive computerized system for automatically initiating vagus nerve stimulation following patient-specific detection of seizures or epileptiform discharges A Shoeb, T Pang, J Guttag, S Schachter International Journal of Neural Systems 19 (03), 157-172, 2009 | 100 | 2009 |
| Deep learning for automated sleep staging using instantaneous heart rate N Sridhar, A Shoeb, P Stephens, A Kharbouch, DB Shimol, J Burkart, ... NPJ digital medicine 3 (1), 106, 2020 | 83 | 2020 |
| Method and apparatus for reducing the number of channels in an eeg-based epileptic seizure detector JV Guttag, A Shoeb, EL Glassman, EI Shih US Patent App. 12/196,690, 2009 | 83 | 2009 |
| An 8-channel scalable EEG acquisition SoC with fully integrated patient-specific seizure classification and recording processor J Yoo, L Yan, D El-Damak, MB Altaf, A Shoeb, HJ Yoo, A Chandrakasan 2012 IEEE International Solid-State Circuits Conference, 292-294, 2012 | 75 | 2012 |
| A micropower support vector machine based seizure detection architecture for embedded medical devices A Shoeb, D Carlson, E Panken, T Denison 2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009 | 71 | 2009 |
| Patient state detection based on support vector machine based algorithm DL Carlson, TJ Denison, AH Shoeb US Patent App. 12/694,035, 2010 | 67 | 2010 |
| Sensor selection for energy-efficient ambulatory medical monitoring EI Shih, AH Shoeb, JV Guttag Proceedings of the 7th international conference on mobile systems …, 2009 | 66 | 2009 |
| A machine-learning algorithm for detecting seizure termination in scalp EEG A Shoeb, A Kharbouch, J Soegaard, S Schachter, J Guttag Epilepsy & Behavior 22, S36-S43, 2011 | 63 | 2011 |
| A micro-power EEG acquisition SoC with integrated seizure detection processor for continuous patient monitoring N Verma, A Shoeb, JV Guttag, AP Chandrakasan 2009 Symposium on VLSI Circuits, 62-63, 2009 | 62 | 2009 |
| Machine learnt model to detect REM sleep periods using a spectral analysis of heart rate and motion DB Shimol, A Shoeb US Patent 10,470,719, 2019 | 61 | 2019 |
| Posture state detection TJ Denison, DL Carlson, AH Shoeb, DE Linde US Patent App. 12/694,053, 2010 | 58 | 2010 |
