Pham, Hieu H.

1. VinDr-CXR: An open dataset of chest X-rays with radiologist's annotations
   2020/12/30 by Ha Q. Nguyen, Khanh Lam, Nguyen, Ha Q. +45 · 29 citations
   Medicine · #COVID-19 diagnosis using AI #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
2. VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography
   2022/03/20 by Nguyen, Hieu T., Nguyen, Ha Q., Pham, Hieu H. +4 · 14 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
3. Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions
   2023/03/03 by Nguyen, Thuy Dung, Nguyen, Tuan, Nguyen, Phi Le +3 · 4 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Interpreting Chest X-rays via CNNs that Exploit Hierarchical Disease Dependencies and Uncertainty Labels
   2020/05/25 by Pham, Hieu H., Le, Tung T., Ngo, Dat T. +2 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. VinDr-RibCXR: A Benchmark Dataset for Automatic Segmentation and Labeling of Individual Ribs on Chest X-rays
   2021/07/02 by Hoang Nguyen, Nguyen, Hoang C., Tung Le +6 · 2 citations
   Dentistry · Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Dental Radiography and Imaging #FOS: Computer and information sciences #FOS: Electrical engineering #Head and Neck Cancer Studies #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Oral Health Pathology and Treatment #electronic engineering #information engineering
6. PediCXR: An open, large-scale chest radiograph dataset for interpretation of common thoracic diseases in children
   2022/03/20 by Hieu H. Pham, Ngọc Hải Nguyễn, Pham, Hieu H. +7 · 2 citations
   Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
7. Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labels
   2019/11/15 by Pham, Hieu H., Le, Tung T., Tran, Dat Q. +2 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
8. VinDr-SpineXR: A deep learning framework for spinal lesions detection\n and classification from radiographs
   2021/06/24 by Hieu T. Nguyen, Nguyen, Hieu T., Hieu H. Pham +9 · 1 citation
   Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Infectious Diseases and Tuberculosis #Machine Learning (cs.LG) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
9. Video-based Human Action Recognition using Deep Learning: A Review
   2022/08/07 by Hieu H. Pham, Pham, Hieu H., Louahdi Khoudour +7 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
10. Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis
    2022/03/20 by Le, Khiem H., Tran, Tuan V., Pham, Hieu H. +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. LightX3ECG: A Lightweight and eXplainable Deep Learning System for 3-lead Electrocardiogram Classification
    2022/07/25 by Le, Khiem H., Pham, Hieu H., Nguyen, Thao BT. +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
12. An Accurate and Explainable Deep Learning System Improves Interobserver Agreement in the Interpretation of Chest Radiograph
    2022/08/06 by Hieu H. Pham, Pham, Hieu H., Ha Q. Nguyen +6 · 1 citation
    Medicine · #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #COVID-19 diagnosis using AI
13. NeurFlow: Interpreting Neural Networks through Neuron Groups and Functional Interactions
    2025/02/22 by Cao, Tue M., Hoang, Nhat X., Pham, Hieu H. +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
14. FedBlock: A Blockchain Approach to Federated Learning against Backdoor Attacks
    2024/11/05 by Duong Huong Nguyen, Phi Long Nguyen, Nguyen, Duong H. +7 · 1 citation
    Computer Science · #Blockchain Technology Applications and Security #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data