Browsing Pham Huy Hieu, PhD. by Subject "algorithms"

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

Nguyen, Thao; Pham, Hieu H.; Le, Khiem H.; Nguyen, Anh Tu; Thanh, Tien; Do, Cuong (2022-11)

The COVID-19 pandemic has exposed the vulnerability of healthcare services worldwide, raising the need to develop novel tools to provide rapid and cost-effective screening and diagnosis. Clinical reports indicated that ...
VinDr-CXR: An open dataset of chest X-rays with radiologist’s annotations

Nguyen, Ha Q.; Lam, Khanh; Le, Linh T.; Pham, Hieu H.; Tran, Dat Q.; Nguyen, Dung B.; Pham, Chi M.; Tong, Hang T. T.; Dinh, Diep H.; Do, Cuong Danh; Doan, Luu T. (2022-12)

Most of the existing chest X-ray datasets include labels from a list of findings without specifying their locations on the radiographs. This limits the development of machine learning algorithms for the detection and ...