Professor

Nguyen Ha Quy

Affiliation: Vingroup Big Data Institute, Hanoi, Viet Nam

nguyen.ha [email protected]

Scopus ID: 57219758824

Introduction

Affiliation: Vingroup Big Data Institute, Hanoi, Viet Nam

Research Output

Deployment and validation of an AI system for detecting abnormal chest radiographs in clinical settings

Nguyen Ngoc Huy, Nguyen Ha Quy, Nguyen Nghia Trung, Nguyen Thang Viet, Pham Hieu Huy, Nguyen Tuan Ngoc-Minh

Frontiers in Digital Health

DOI: 10.3389/fdgth.2022.890759

chest X-ray (CXR)
clinical validation
Computer-Aided Diagnosis
deep learning
Picture Archiving and Communication System (PACS)

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

Pham Hieu H., Le Tung T., Tran Dat Q., Ngo Dat T., Nguyen Ha Q.

Neurocomputing

DOI: 10.1016/j.neucom.2020.03.127

Chest X-ray
CheXpert
Hierarchical learning
Label dependency
Label smoothing
Multi-label classification
Uncertainty label

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Keyphrases

chest X-ray (CXR)
clinical validation
Computer-Aided Diagnosis
deep learning
Picture Archiving and Communication System (PACS)
Chest X-ray
CheXpert
Hierarchical learning
Label dependency
Label smoothing
Multi-label classification
Uncertainty label

Computer Science

Medicine (miscellaneous)

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