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ORCIDHieu H. Pham 0001
Person information
- affiliation: VinUniversity, VinUni-Illinois Smart Health Center, Vingroup Big Data Institut, College of Engineering and Computer Science, Hanoi, Vietnam
- affiliation (PhD 2019): University of Toulouse, Toulouse Computer Science Research Institute, IRIT, France
Other persons with the same name
- Hieu H. Pham (aka: Hieu Huy Pham) — disambiguation page
- Huy Hieu Pham (aka: Huy-Hieu Pham) — disambiguation page
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Journal Articles
- 2024
[j10]Thuy Dung Nguyen
, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham, Khoa D. Doan, Kok-Seng Wong:
Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions. Eng. Appl. Artif. Intell. 127(Part A): 107166 (2024)- [j9]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 Collaborative Training. IEEE Trans. Netw. Serv. Manag. 21(1): 418-436 (2024) - 2023
- [j8]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: 14105-14114 (2023) - [j7]Quang-Huy Nguyen, Cuong Q. Nguyen, Dung D. Le, Hieu H. Pham:
Enhancing Few-Shot Image Classification With Cosine Transformer. IEEE Access 11: 79659-79672 (2023) - 2022
- [j6]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: 104512-104531 (2022) - [j5]Ngoc Huy Nguyen, Ha Quy Nguyen, Nghia Trung Nguyen, Thang Viet Nguyen, Hieu Huy Pham, Tuan Ngoc-Minh Nguyen:
Deployment and validation of an AI system for detecting abnormal chest radiographs in clinical settings. Frontiers Digit. Health 4 (2022) - 2021
- [j4]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: 186-194 (2021) - 2020
- [j3]Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Sergio A. Velastin, Pablo Zegers:
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera. Sensors 20(7): 1825 (2020) - 2019
- [j2]Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Spatio-Temporal Image Representation of 3D Skeletal Movements for View-Invariant Action Recognition with Deep Convolutional Neural Networks. Sensors 19(8): 1932 (2019) - 2018
- [j1]Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Exploiting deep residual networks for human action recognition from skeletal data. Comput. Vis. Image Underst. 170: 51-66 (2018)
Conference and Workshop Papers
- 2023
- [c14]Quang-Ha Pham, Nang Hung Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Phi Le Nguyen, Truong Thao Nguyen:
SEM: A Simple Yet Efficient Model-agnostic Local Training Mechanism to Tackle Data Sparsity and Scarcity in Federated Learning. candar 2023: 120-126 - [c13]Nang Hung Nguyen, Duc Long Nguyen, Trong Bang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen:
CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization. CCGrid 2023: 249-261 - [c12]Thuy Dung Nguyen, Anh Duy Nguyen, Thanh-Hung Nguyen, Kok-Seng Wong, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen:
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection. IJCNN 2023: 1-10 - [c11]Xuan Cuong Do, Hoang Dang Nguyen, Nhat Hai Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Phi Le Nguyen:
A Novel Approach for Extracting Key Information from Vietnamese Prescription Images. SoICT 2023: 539-545 - [c10]Tue Cao, Nhat Tran, Phi Le Nguyen, Hung Nguyen, Hieu H. Pham:
IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitaion mechanism in ECG analysis. SoICT 2023: 578-584 - [c9]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: 681-685 - [c8]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: 686-689 - 2022
- [c7]Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen:
Image-Based Contextual Pill Recognition with Medical Knowledge Graph Assistance. ACIIDS (Companion) 2022: 354-369 - [c6]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: 2144-2148 - [c5]Nang Hung Nguyen, Phi Le Nguyen, Thuy Dung Nguyen, Trung Thanh Nguyen, Duc Long Nguyen, Thanh Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen:
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning. ICPP 2022: 73:1-73:11 - [c4]Trung Thanh Nguyen, Hoang Dang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Ichiro Ide, Phi Le Nguyen:
A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning. PRICAI (1) 2022: 261-274 - 2021
- [c3]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: 3307-3316 - [c2]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: 291-301 - 2019
- [c1]Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data. ICIAR (1) 2019: 18-32
Informal and Other Publications
- 2023
- [i28]Nang Hung Nguyen, Duc Long Nguyen, Trong Bang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Truong Thao Nguyen, Phi Le Nguyen:
CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization. CoRR abs/2302.10413 (2023) - [i27]Van Tuan Tran, Huy Hieu Pham, Kok-Seng Wong:
Personalized Privacy-Preserving Framework for Cross-Silo Federated Learning. CoRR abs/2302.12020 (2023) - [i26]Anh Duy Nguyen, Huy Hieu Pham, Huynh Thanh Trung, Quoc Viet Hung Nguyen, Thao Nguyen Truong, Phi Le Nguyen:
High Accurate and Explainable Multi-Pill Detection Framework with Graph Neural Network-Assisted Multimodal Data Fusion. CoRR abs/2303.09782 (2023) - [i25]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 abs/2303.16507 (2023) - [i24]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 abs/2304.01220 (2023) - [i23]Thuy Dung Nguyen, Anh Duy Nguyen, Kok-Seng Wong, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen, Truong Thao Nguyen:
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection. CoRR abs/2305.00328 (2023) - [i22]Phi V. Nguyen, Hieu H. Pham, Long Tran Quoc:
Echocardiography Segmentation Using Neural ODE-based Diffeomorphic Registration Field. CoRR abs/2306.09687 (2023) - [i21]Nguyen Van Phi, Tran Minh Duc, Hieu H. Pham, Tran Quoc Long:
Echocardiography video synthesis from end diastolic semantic map via diffusion model. CoRR abs/2310.07131 (2023) - 2022
- [i20]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 abs/2203.10609 (2022) - [i19]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 abs/2203.10611 (2022) - [i18]Ngoc Huy 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 abs/2203.10612 (2022) - [i17]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 abs/2203.11205 (2022) - [i16]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 abs/2203.11206 (2022) - [i15]Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh-Hung Nguyen, Phi Le Nguyen:
Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance. CoRR abs/2208.02432 (2022) - [i14]Nang Hung Nguyen, Phi Le Nguyen, Duc Long Nguyen, Trung Thanh Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Truong Thao Nguyen:
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning. CoRR abs/2208.02442 (2022) - [i13]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 abs/2208.03403 (2022) - [i12]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 abs/2208.03545 (2022) - [i11]Hieu H. Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Video-based Human Action Recognition using Deep Learning: A Review. CoRR abs/2208.03775 (2022) - [i10]Trung Thanh Nguyen, Hoang Dang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham, Ichiro Ide, Phi Le Nguyen:
A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning. CoRR abs/2209.01152 (2022) - [i9]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 abs/2209.04794 (2022) - 2021
- [i8]Ngoc Huy Nguyen, Ha Quy Nguyen, Nghia Trung Nguyen, Thang Viet Nguyen, Hieu Huy Pham, Tuan Ngoc-Minh Nguyen:
A clinical validation of VinDr-CXR, an AI system for detecting abnormal chest radiographs. CoRR abs/2104.02256 (2021) - [i7]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 abs/2106.12930 (2021) - [i6]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 abs/2107.01327 (2021) - [i5]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 abs/2108.06486 (2021) - [i4]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 abs/2108.06490 (2021) - [i3]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 abs/2112.04490 (2021) - 2020
- [i2]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 abs/2005.12734 (2020) - 2019
- [i1]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 abs/1911.06475 (2019)
Coauthor Index
aka: Ha Quy Nguyen
aka: Phi Le Nguyen
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