Dat Q. Tran

Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy

Irina Voiculescu, Xiaohong W. Gao, Danail Stoyanov, 2021, Medical Image Anal..

Data-driven geometry-based topology optimization

Dat Q. Tran, Ngoc-Linh Nguyen, Van-Nam Hoang, 2022, Structural and Multidisciplinary Optimization.

VinDr-CXR: An open dataset of chest X-rays with radiologist’s annotations

Binh T. Nguyen, Dung D. Le, Luu T. Doan, 2020, Scientific Data.

Interpreting Chest X-rays via CNNs that Exploit Hierarchical Disease Dependencies and Uncertainty Labels pdf

Hieu H. Pham, Tung T. Le, Dat T. Ngo, 2020, Neurocomputing.

A CNN-LSTM Architecture for Detection of Intracranial Hemorrhage on CT Scans pdf

Dat Q. Tran, Nhan T. Nguyen, Nghia T. Nguyen, 2020, medRxiv.

A translational pathway of deep learning methods in GastroIntestinal Endoscopy pdf

Irina Voiculescu, Xiaohong W. Gao, Sharib Ali, 2020, ArXiv.

DETECTION AND SEGMENTATION OF ENDOSCOPIC ARTEFACTS AND DISEASES USING DEEP ARCHITECTURES

Dat Q. Tran, Nhan T. Nguyen, Dung B. Nguyen, 2020, medRxiv.

Interpreting chest X-rays via CNNs that exploit disease dependencies and uncertainty labels

Dat Q. Tran, Hieu Pham, D. Ngo, 2019, ArXiv.

Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy

Dat Q. Tran, D. Stoyanov, J. Rittscher, 2021, Medical Image Anal..