LightX3ECG: A Lightweight and eXplainable Deep Learning System for 3-lead Electrocardiogram Classification

Khiem H. Le, Hieu H. Pham, Thao BT. Nguyen, Tu A. Nguyen, and Cuong D. Do.
Computers in Biology and Medicine (Q1 Journal, IF 6.69, Under Revision)
View Detail

Learning to diagnose common thorax diseases on chest radiographs from radiology reports in Vietnamese

Thao Nguyen, Tam M. Vo, Thang V. Nguyen, Hieu H. Pham, Ha Q. Nguyen
PLOS ONE (Q1), 2022. DOI: https://doi.org/10.1371/journal.pone.0276545
View Detail

Detecting COVID-19 from digitized ECG printouts using 1D convolutional neural networks

Thao Nguyen, Hieu H. Pham, Huy Khiem Le, Anh Tu Nguyen, Ngoc Tien Thanh, Cuong Do
PlOS ONE (Q1), 2022
View Detail

A novel deep learning-based approach for sleep apnea detection using single-lead ECG signals

Anh-Tu Nguyen, Thao Nguyen, Huy-Khiem Le, Huy-Hieu Pham, and Cuong Do
The Asia Pacific Signal and Information Processing Association Annual Summit and Conference 2022 (APSIPA ASC 2022)
View Detail

Enhancing Deep Learning-based 3-lead ECG Classification with Heartbeat Counting and Demographic Data Integration

Khiem H. Le, Hieu H. Pham, Thao B.T. Nguyen, Tu A. Nguyen, and Cuong D. Do
The IEEE Engineering in Medicine and Biology Society (IEEE-EMBS 2022)
View Detail

Multi-stream Fusion for Class Incremental Learning in Pill Image Classification

Trong-Tung Nguyen, Hieu H. Pham, Phi Le Nguyen, Thanh Hung Nguyen, and Minh Do
The Asian Conference on Computer Vision (ACCV) 2022
View Detail