Bahareh Pourbabaee

Deep Convolutional Neural Networks and Learning ECG Features for Screening Paroxysmal Atrial Fibrillation Patients

Bahareh Pourbabaee, Mehrsan Javan, K. Khorasani · IEEE Transactions on Systems Man and Cybernetics Systems · 2017 · 412 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Sensor Fault Detection, Isolation, and Identification Using Multiple-Model-Based Hybrid Kalman Filter for Gas Turbine Engines

Bahareh Pourbabaee, Nader Meskin, K. Khorasani · IEEE Transactions on Control Systems Technology · 2015 · 221 citations

State Estimation, Fault Diagnosis, Reliability Engineering +15

Robust sensor fault detection and isolation of gas turbine engines subjected to time-varying parameter uncertainties

Bahareh Pourbabaee, Nader Meskin, K. Khorasani · Mechanical Systems and Signal Processing · 2016 · 43 citations

Fault Diagnosis, Engineering, Uncertainty Quantification +7

Automated Detection of Sleep Arousals From Polysomnography Data Using a Dense Convolutional Neural Network

Matthew Howe-Patterson, Bahareh Pourbabaee, Frédéric Bénard · Computing in cardiology · 2018 · 39 citations · Full text

Multiple-model based sensor fault diagnosis using hybrid kalman filter approach for nonlinear gas turbine engines

Bahareh Pourbabaee, Nader Meskin, K. Khorasani · 2013 · 38 citations

Fault Diagnosis, Engineering, System Diagnosis +17