Gravity Spy: integrating advanced LIGO detector characterization, machine learning, and citizen science M Zevin, S Coughlin, S Bahaadini, E Besler, N Rohani, S Allen, M Cabero, ... Classical and quantum gravity 34 (6), 064003, 2017 | 344 | 2017 |
Real-time radiofrequency ablation lesion depth estimation using multi-frequency impedance with a deep neural network and tree-based ensembles E Besler, YC Wang, AV Sahakian IEEE Transactions on Biomedical Engineering 67 (7), 1890-1899, 2019 | 14 | 2019 |
Real-time monitoring radiofrequency ablation using tree-based ensemble learning models E Besler, YC Wang, TC Chan, AV Sahakian International Journal of Hyperthermia, 2019 | 14 | 2019 |
Inter-patient atrial flutter classification using FFT-based features and a low-variance stacking classifier E Besler, PK Mathur, HC Gay, RS Passman, AV Sahakian IEEE Transactions on Biomedical Engineering 69 (1), 156-164, 2021 | 7 | 2021 |
Early and late fusion machine learning on multi-frequency electrical impedance data to improve radiofrequency ablation monitoring E Besler, YC Wang, AV Sahakian IEEE journal of biomedical and health informatics 24 (8), 2359-2367, 2019 | 5 | 2019 |
Variational Gaussian process for missing label crowdsourcing classification problems P Ruiz, E Besler, R Molina, AK Katsaggelos 2016 IEEE 26th International Workshop on Machine Learning for Signal …, 2016 | 4 | 2016 |
Variational gaussian process for sensor fusion N Rohani, P Ruiz, E Besler, R Molina, AK Katsaggelos 2015 23rd European Signal Processing Conference (EUSIPCO), 170-174, 2015 | 4 | 2015 |
Classification of multiple annotator data using variational Gaussian process inference E Besler, P Ruiz, R Molina, AK Katsaggelos 2016 24th European Signal Processing Conference (EUSIPCO), 2025-2029, 2016 | 3 | 2016 |
Classifying small volumes of tissue for real-time monitoring radiofrequency ablation E Besler, YC Wang, T Chan, AV Sahakian Artificial Intelligence in Medicine: 17th Conference on Artificial …, 2019 | 2 | 2019 |
LOCALIZING ATYPICAL ATRIAL FLUTTER WITH AN ADVANCED MACHINE LEARNING PIPELINE H Gay, E Besler, P Mathur, JR Skeete, Z Post, J Wasserlauf, A Sahakian, ... Cardiovascular Digital Health Journal 3 (4), S16-S17, 2022 | | 2022 |
Monitoring Ablation Therapy Using Ensemble Learning Models E Besler Northwestern University, 2021 | | 2021 |