ENVI

Professor

Nguyen Ha Quy

Affiliation: Vingroup Big Data Institute, Hanoi, Viet Nam

nguyen.ha quy@vinuni-scopus.fake

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Citations

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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


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  • Medicine (miscellaneous)

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