Browsing by Author "Ngo, Dat T."

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Slice-level Detection of Intracranial Hemorrhage on CT Using Deep Descriptors of Adjacent Slices

Ngo, Dat T.; Nguyen, Thao T.B.; Nguyen, Hieu T.; Nguyen, Dung B.; Nguyen, Ha Q.; Pham, Hieu H. (2023)

We propose for the first time a new strategy to train slice-level classifiers on CT scans based on the descriptors of the adjacent slices along the axis. In particular, each of which is extracted through a convolutional ...
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.; Le, Dung D.; Pham, Chi M.; Tong, Hang T. T.; Dinh, Diep H.; Do, Cuong D.; Doan, Luu T.; Nguyen, Cuong N.; Nguyen, Binh T.; Nguyen, Que V.; Hoang, Au D.; Phan, Hien N.; Nguyen, Anh T.; Ho, Phuong H.; Ngo, Dat T.; Nguyen, Nghia T.; Nguyen, Nhan T.; Dao, Minh; Vu, Van (2022)

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 ...