A Comparative Analysis of 2D Deep CNN Models for Arrhythmia Detection Using STFT-Based Long Duration ECG Spectrogram. - Tabassum Islam Toma; Sunwoong Choi (ICUFN, 2022)

A Parallel Cross Convolutional Recurrent Neural Network for Automatic Imbalanced ECG Arrhythmia Detection with Continuous Wavelet Transform. - Tabassum Islam Toma; Sunwoong Choi (Sensors, 2022)

An End-to-End Convolutional Recurrent Neural Network with Multi-Source Data Fusion for Sleep Stage Classification. - Tabassum Islam Toma; Sunwoong Choi (ICAIIC, 2023)

An End-to-End Multi-Channel Convolutional Bi-LSTM Network for Automatic Sleep Stage Detection. - Tabassum Islam Toma; Sunwoong Choi (Sensors, 2023)