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Hieu H. Pham
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 42
Top Topics
Convolutional Neural Networks
Deep Learning
Chest Radiographs
Medical Image Analysis
Top Venues
CoRR
IEEE Access
SSP
Biomed. Signal Process. Control.
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Publications
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Tue Minh Cao
,
Nhat Hong Tran
,
Hieu H. Pham
,
Hung Thanh Nguyen
,
Le P. Nguyen
MSTAR: Multi-Scale Backbone Architecture Search for Timeseries Classification.
CoRR
(2024)
Thuy Dung Nguyen
,
Tuan Nguyen
,
Phi Le Nguyen
,
Hieu H. Pham
,
Khoa Doan
,
Kok-Seng Wong
Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions.
CoRR
(2023)
Dat T. Ngo
,
Thao T. B. Nguyen
,
Hieu T. Nguyen
,
Dung B. Nguyen
,
Ha Q. Nguyen
,
Hieu H. Pham
Slice-level Detection of Intracranial Hemorrhage on CT Using Deep Descriptors of Adjacent Slices.
SSP
(2023)
Hieu X. Nguyen
,
Duong V. Nguyen
,
Hieu H. Pham
,
Cuong D. Do
MPCNN: A Novel Matrix Profile Approach for CNN-based Sleep Apnea Classification.
CoRR
(2023)
Quang-Huy Nguyen
,
Cuong Q. Nguyen
,
Dung D. Le
,
Hieu H. Pham
Enhancing Few-Shot Image Classification With Cosine Transformer.
IEEE Access
11 (2023)
Anh Duy Nguyen
,
Trang H. Tran
,
Hieu H. Pham
,
Phi Le Nguyen
,
Lam M. Nguyen
Learning Robust and Consistent Time Series Representations: A Dilated Inception-Based Approach.
CoRR
(2023)
Khiem H. Le
,
Tuan V. Tran
,
Hieu H. Pham
,
Hieu T. Nguyen
,
Tung T. Le
,
Ha Q. Nguyen
Learning From Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis.
IEEE Access
11 (2023)
Quoc Hung T. Le
,
Hieu H. Pham
Learning to Estimate Critical Gait Parameters from Single-View RGB Videos with Transformer-Based Attention Network.
CoRR
(2023)
Hoang C. Nguyen
,
Chi Phan
,
Hieu H. Pham
TransReg: Cross-transformer as auto-registration module for multi-view mammogram mass detection.
CoRR
(2023)
Khiem H. Le
,
Hieu H. Pham
,
Thao B. T. Nguyen
,
Tu A. Nguyen
,
Tien N. Thanh
,
Cuong Do
LightX3ECG: A Lightweight and eXplainable Deep Learning System for 3-lead Electrocardiogram Classification.
Biomed. Signal Process. Control.
85 (2023)
Tue M. Cao
,
Nhat H. Tran
,
Phi Le Nguyen
,
Hieu H. Pham
Multimodal contrastive learning for diagnosing cardiovascular diseases from electrocardiography (ECG) signals and patient metadata.
CoRR
(2023)
Hieu H. Pham
,
Ha Q. Nguyen
,
Hieu T. Nguyen
,
Linh T. Le
,
Khanh Lam
Evaluating the impact of an explainable machine learning system on the interobserver agreement in chest radiograph interpretation.
CoRR
(2023)
Sam B. Tran
,
Huyen T. X. Nguyen
,
Chi Phan
,
Ha Q. Nguyen
,
Hieu H. Pham
A Novel Transparency Strategy-based Data Augmentation Approach for BI-RADS Classification of Mammograms.
SSP
(2023)
Hieu H. Pham
,
Khiem H. Le
,
Tuan V. Tran
,
Ha Q. Nguyen
Improving Object Detection in Medical Image Analysis through Multiple Expert Annotators: An Empirical Investigation.
CoRR
(2023)
Khiem H. Le
,
Hieu H. Pham
,
Thao B. T. Nguyen
,
Tu A. Nguyen
,
Tien N. Thanh
,
Cuong D. Do
LightX3ECG: A Lightweight and eXplainable Deep Learning System for 3-lead Electrocardiogram Classification.
CoRR
(2022)
Hieu H. Pham
,
Ha Q. Nguyen
,
Hieu T. Nguyen
,
Linh T. Le
,
Khanh Lam
An Accurate and Explainable Deep Learning System Improves Interobserver Agreement in the Interpretation of Chest Radiograph.
IEEE Access
10 (2022)
Khiem H. Le
,
Tuan V. Tran
,
Hieu H. Pham
,
Hieu T. Nguyen
,
Tung T. Le
,
Ha Q. Nguyen
Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis.
CoRR
(2022)
Quang-Huy Nguyen
,
Cuong Q. Nguyen
,
Dung D. Le
,
Hieu H. Pham
,
Minh N. Do
Enhancing Few-shot Image Classification with Cosine Transformer.
CoRR
(2022)
Hieu T. Nguyen
,
Ha Q. Nguyen
,
Hieu H. Pham
,
Khanh Lam
,
Linh T. Le
,
Minh Dao
,
Van Vu
VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography.
CoRR
(2022)
Thao T. B. Nguyen
,
Tam M. Vo
,
Thang V. Nguyen
,
Hieu H. Pham
,
Ha Q. Nguyen
Learning to diagnose common thorax diseases on chest radiographs from radiology reports in Vietnamese.
CoRR
(2022)
Binh T. Dao
,
Thang V. Nguyen
,
Hieu H. Pham
,
Ha Q. Nguyen
Phase Recognition in Contrast-Enhanced CT Scans based on Deep Learning and Random Sampling.
CoRR
(2022)
Hieu H. Pham
,
Louahdi Khoudour
,
Alain Crouzil
,
Pablo Zegers
,
Sergio A. Velastin
Video-based Human Action Recognition using Deep Learning: A Review.
CoRR
(2022)
Huyen T. X. Nguyen
,
Sam B. Tran
,
Dung B. Nguyen
,
Hieu H. Pham
,
Ha Q. Nguyen
A novel multi-view deep learning approach for BI-RADS and density assessment of mammograms.
EMBC
(2022)
Sam B. Tran
,
Huyen T. X. Nguyen
,
Hieu H. Pham
,
Ha Q. Nguyen
Transparency strategy-based data augmentation for BI-RADS classification of mammograms.
CoRR
(2022)
Hieu H. Pham
,
Ha Q. Nguyen
,
Hieu T. Nguyen
,
Linh T. Le
,
Khanh Lam
An Accurate and Explainable Deep Learning System Improves Interobserver Agreement in the Interpretation of Chest Radiograph.
CoRR
(2022)
Trong-Tung Nguyen
,
Hieu H. Pham
,
Phi Le Nguyen
,
Thanh-Hung Nguyen
,
Minh Do
Multi-stream Fusion for Class Incremental Learning in Pill Image Classification.
CoRR
(2022)
Khiem H. Le
,
Hieu H. Pham
,
Thao B. T. Nguyen
,
Tu A. Nguyen
,
Cuong D. Do
Enhancing Deep Learning-based 3-lead ECG Classification with Heartbeat Counting and Demographic Data Integration.
CoRR
(2022)
Thao Nguyen
,
Hieu H. Pham
,
Huy-Khiem Le
,
Anh-Tu Nguyen
,
Ngoc Tien Thanh
,
Cuong Do
Detecting COVID-19 from digitized ECG printouts using 1D convolutional neural networks.
CoRR
(2022)
Trong-Tung Nguyen
,
Hieu H. Pham
,
Phi Le Nguyen
,
Thanh-Hung Nguyen
,
Minh Do
Multi-stream Fusion for Class Incremental Learning in Pill Image Classification.
ACCV (2)
(2022)
Quan Nguyen
,
Hieu H. Pham
,
Kok-Seng Wong
,
Phi Le Nguyen
,
Truong Thao Nguyen
,
Minh N. Do
FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices using Divide and Co-Training.
CoRR
(2022)
Dat T. Ngo
,
Hieu H. Pham
,
Thao T. B. Nguyen
,
Hieu T. Nguyen
,
Dung B. Nguyen
,
Ha Q. Nguyen
Slice-level Detection of Intracranial Hemorrhage on CT Using Deep Descriptors of Adjacent Slices.
CoRR
(2022)
Ngoc H. Nguyen
,
Hieu H. Pham
,
Thanh T. Tran
,
Tuan N. M. Nguyen
,
Ha Q. Nguyen
VinDr-PCXR: An open, large-scale chest radiograph dataset for interpretation of common thoracic diseases in children.
CoRR
(2022)
Thanh T. Tran
,
Hieu H. Pham
,
Thang V. Nguyen
,
Tung T. Le
,
Hieu T. Nguyen
,
Ha Q. Nguyen
Learning to Automatically Diagnose Multiple Diseases in Pediatric Chest Radiographs Using Deep Convolutional Neural Networks.
ICCVW
(2021)
Hieu H. Pham
,
Tung T. Le
,
Dat Q. Tran
,
Dat T. Ngo
,
Ha Q. Nguyen
Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labels.
Neurocomputing
437 (2021)
Hieu H. Pham
,
Dung V. Do
,
Ha Q. Nguyen
DICOM Imaging Router: An Open Deep Learning Framework for Classification of Body Parts from DICOM X-ray Scans.
CoRR
(2021)
Thanh T. Tran
,
Hieu H. Pham
,
Thang V. Nguyen
,
Tung T. Le
,
Hieu T. Nguyen
,
Ha Q. Nguyen
Learning to Automatically Diagnose Multiple Diseases in Pediatric Chest Radiographs Using Deep Convolutional Neural Networks.
CoRR
(2021)
Hoang C. Nguyen
,
Tung T. Le
,
Hieu H. Pham
,
Ha Q. Nguyen
VinDr-RibCXR: A Benchmark Dataset for Automatic Segmentation and Labeling of Individual Ribs on Chest X-rays.
CoRR
(2021)
Huyen T. X. Nguyen
,
Sam B. Tran
,
Dung B. Nguyen
,
Hieu H. Pham
,
Ha Q. Nguyen
A novel multi-view deep learning approach for BI-RADS and density assessment of mammograms.
CoRR
(2021)
Hieu T. Nguyen
,
Hieu H. Pham
,
Nghia T. Nguyen
,
Ha Q. Nguyen
,
Thang Q. Huynh
,
Minh Dao
,
Van Vu
VinDr-SpineXR: A Deep Learning Framework for Spinal Lesions Detection and Classification from Radiographs.
MICCAI (5)
(2021)
Hieu T. Nguyen
,
Hieu H. Pham
,
Nghia T. Nguyen
,
Ha Q. Nguyen
,
Thang Q. Huynh
,
Minh Dao
,
Van Vu
VinDr-SpineXR: A deep learning framework for spinal lesions detection and classification from radiographs.
CoRR
(2021)
Hieu H. Pham
,
Tung T. Le
,
Dat T. Ngo
,
Dat Q. Tran
,
Ha Q. Nguyen
Interpreting Chest X-rays via CNNs that Exploit Hierarchical Disease Dependencies and Uncertainty Labels.
CoRR
(2020)
Hieu H. Pham
,
Tung T. Le
,
Dat Q. Tran
,
Dat T. Ngo
,
Ha Q. Nguyen
Interpreting chest X-rays via CNNs that exploit disease dependencies and uncertainty labels.
CoRR
(2019)