Browsing by Author "Dao, Minh"
Now showing items 1-5 of 5
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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 ... -
VinDr-CXR: An open dataset of chest X-rays with radiologist’s annotations
Nguyen, Ha Q.; Lam, Khanh; Le, T. Linh; Pham, H. Hieu; Tran, Q. Dat; Nguyen, B. Dung; Le, D. Dung; Tong, T. T. Hang; Dinh, H. Hiep; Do, D. Cuong; Doan, T. Luu; Nguyen, N. Cuong; Nguyen, T. Binh; Nguyen, V. Que; Hoang, D. Au; Phan, N. Hien; Nguyen, T. Anh; Ho, H. Phuong; Ngo, T. Dat; Nguyen, T. Nghia; Nguyen, T. Nhan; Dao, Minh; Vu, Van (2022-03-20)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 ... -
VinDr-Mammo: A large-scale benchmark dataset for computer- aided diagnosis in full-feld digital mammography
Nguyen, Hieu T.; Nguyen, Ha Q.; Pham, Hieu H.; Lam, Khanh; Le, Linh T.; Dao, Minh; Vu, Van (2023)Mammography, or breast X-ray imaging, is the most widely used imaging modality to detect cancer and other breast diseases. Recent studies have shown that deep learning-based computer-assisted detection and diagnosis (CADe/x) ... -
VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography
Nguyen, T. Hieu; Nguyen, Q. Ha; Pham, H. Hieu; Lam, Khanh; Le, T. Linh; Dao, Minh; Vu, Van (2023)Mammography, or breast X-ray imaging, is the most widely used imaging modality to detect cancer and other breast diseases. Recent studies have shown that deep learning-based computer-assisted detection and diagnosis (CADe/x) ... -
VinDr-SpineXR: A deep learning framework for spinal lesions detection and classification from radiographs
Nguyen, Hieu T.; Pham, Hieu H.; Nguyen, Nghia T.; Nguyen, Ha Q.; Huynh, Thang Q.; Dao, Minh; Vu, Van (2021-06-24)Radiographs are used as the most important imaging tool for identifying spine anomalies in clinical practice. The evaluation of spinal bone lesions, however, is a challenging task for radiologists. This work aims at ...