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Hieu H. Pham 0001
Hieu Huy Pham 0001 – Huy Hieu 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
- Huy Hieu Pham (aka: Huy-Hieu Pham) — disambiguation page
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2020 – today
- 2024
- [j15]Thuy Dung Nguyen
, Tuan Nguyen
Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions. Eng. Appl. Artif. Intell. 127(Part A): 107166 (2024) - [j14]Anh Duy Nguyen
GAMMA: A universal model for calibrating sensory data of multiple low-cost air monitoring devices. Eng. Appl. Artif. Intell. 128: 107591 (2024) - [j13]Van-Tuan Tran, Huy Hieu Pham, Kok-Seng Wong:
Personalized Privacy-Preserving Framework for Cross-Silo Federated Learning. IEEE Trans. Emerg. Top. Comput. 12(4): 1014-1024 (2024) - [j12]Hieu X. Nguyen
MPCNN: A Novel Matrix Profile Approach for CNN-based Single Lead Sleep Apnea in Classification Problem. IEEE J. Biomed. Health Informatics 28(8): 4878-4890 (2024) - [j11]Quan Nguyen, Hieu H. Pham
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) - [c17]Nguyen Van Phi, Tri Nhan Luong Ha, Hieu H. Pham, Quoc Long Tran:
Training-Free Condition Video Diffusion Models for Single Frame Spatial-Semantic Echocardiogram Synthesis. MICCAI (6) 2024: 670-680 - [i55]Tue Minh Cao, Nhat Hong Tran, Hieu H. Pham
MSTAR: Multi-Scale Backbone Architecture Search for Timeseries Classification. CoRR abs/2402.13822 (2024) - [i54]Hong Nguyen, Hoang Nguyen, Melinda Chang, Hieu H. Pham
ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization. CoRR abs/2404.18831 (2024) - [i53]Huyen Le, Khiet Dang, Tien Lai, Nhung Nguyen, Mai Tran, Hieu H. Pham
SarcNet: A Novel AI-based Framework to Automatically Analyze and Score Sarcomere Organizations in Fluorescently Tagged hiPSC-CMs. CoRR abs/2405.17926 (2024) - [i52]Nguyen Van Phi, Tri Nhan Luong Ha, Huy Hieu Pham, Quoc Long Tran:
Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis. CoRR abs/2408.03035 (2024) - [i51]Manh Duong Nguyen, Trung Thanh Nguyen, Huy Hieu Pham, Trong Nghia Hoang, Phi Le Nguyen, Thanh Trung Huynh:
FedMAC: Tackling Partial-Modality Missing in Federated Learning with Cross-Modal Aggregation and Contrastive Regularization. CoRR abs/2410.03070 (2024) - [i50]Huyen Le, Khiet Dang, Nhung Nguyen, Mai Tran, Hieu H. Pham:
D-SarcNet: A Dual-stream Deep Learning Framework for Automatic Analysis of Sarcomere Structures in Fluorescently Labeled hiPSC-CMs. CoRR abs/2410.14983 (2024) - [i49]Dac Thai Nguyen, Trung Thanh Nguyen, Huu Tien Nguyen, Thanh Trung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Truong Thao Nguyen, Phi Le Nguyen:
CT to PET Translation: A Large-scale Dataset and Domain-Knowledge-Guided Diffusion Approach. CoRR abs/2410.21932 (2024) - 2023
- [j10]Khiem H. Le, Tuan V. Tran, Hieu H. Pham
Learning From Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis. IEEE Access 11: 14105-14114 (2023) - [j9]Quang-Huy Nguyen
Enhancing Few-Shot Image Classification With Cosine Transformer. IEEE Access 11: 79659-79672 (2023) - [j8]Khiem H. Le
LightX3ECG: A Lightweight and eXplainable Deep Learning System for 3-lead Electrocardiogram Classification. Biomed. Signal Process. Control. 85: 104963 (2023) - [c16]Quang-Ha Pham, Nang Hung Nguyen, Thanh Hung Nguyen, Huy Hieu Pham
SEM: A Simple Yet Efficient Model-agnostic Local Training Mechanism to Tackle Data Sparsity and Scarcity in Federated Learning. candar 2023: 120-126 - [c15]Nang Hung Nguyen, Duc Long Nguyen, Trong Bang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham
CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization. CCGrid 2023: 249-261 - [c14]Thuy Dung Nguyen, Anh Duy Nguyen, Thanh-Hung Nguyen, Kok-Seng Wong, Huy Hieu Pham
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection. IJCNN 2023: 1-10 - [c13]Xuan Cuong Do
A Novel Approach for Extracting Key Information from Vietnamese Prescription Images. SoICT 2023: 539-545 - [c12]Tue Cao
IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitaion mechanism in ECG analysis. SoICT 2023: 578-584 - [c11]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 - [c10]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 - [i48]Nang Hung Nguyen, Duc Long Nguyen, Trong Bang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham
CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization. CoRR abs/2302.10413 (2023) - [i47]Van Tuan Tran, Huy Hieu Pham
Personalized Privacy-Preserving Framework for Cross-Silo Federated Learning. CoRR abs/2302.12020 (2023) - [i46]Thuy Dung Nguyen, Tuan Nguyen, Phi Le Nguyen, Hieu H. Pham
Backdoor Attacks and Defenses in Federated Learning: Survey, Challenges and Future Research Directions. CoRR abs/2303.02213 (2023) - [i45]Nguyen Tuan, Phi Nguyen, Dai Tran, Hung Pham, Quang Nguyen, Thanh Le, Hanh Van, Bach Do, Phuong Tran, Vinh Le, Thuy Nguyen, Long Tran, Hieu H. Pham
Ensemble Learning of Myocardial Displacements for Myocardial Infarction Detection in Echocardiography. CoRR abs/2303.06744 (2023) - [i44]Anh Duy Nguyen, Huy Hieu Pham
High Accurate and Explainable Multi-Pill Detection Framework with Graph Neural Network-Assisted Multimodal Data Fusion. CoRR abs/2303.09782 (2023) - [i43]Hieu H. Pham
Improving Object Detection in Medical Image Analysis through Multiple Expert Annotators: An Empirical Investigation. CoRR abs/2303.16507 (2023) - [i42]Hieu H. Pham
Evaluating the impact of an explainable machine learning system on the interobserver agreement in chest radiograph interpretation. CoRR abs/2304.01220 (2023) - [i41]Tue Minh Cao, Nhat Hong Tran, Phi Le Nguyen, Hieu H. Pham
Multimodal contrastive learning for diagnosing cardiovascular diseases from electrocardiography (ECG) signals and patient metadata. CoRR abs/2304.11080 (2023) - [i40]Thuy Dung Nguyen, Anh Duy Nguyen, Kok-Seng Wong, Huy Hieu Pham
FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection. CoRR abs/2305.00328 (2023) - [i39]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 abs/2306.06579 (2023) - [i38]Phi V. Nguyen, Hieu H. Pham, Long Tran Quoc:
Echocardiography Segmentation Using Neural ODE-based Diffeomorphic Registration Field. CoRR abs/2306.09687 (2023) - [i37]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) - [i36]Hoang C. Nguyen, Chi Phan, Hieu H. Pham
TransReg: Cross-transformer as auto-registration module for multi-view mammogram mass detection. CoRR abs/2311.05192 (2023) - [i35]Hieu X. Nguyen, Duong V. Nguyen, Hieu H. Pham
MPCNN: A Novel Matrix Profile Approach for CNN-based Sleep Apnea Classification. CoRR abs/2311.15041 (2023) - [i34]Quoc Hung T. Le, Hieu H. Pham
Learning to Estimate Critical Gait Parameters from Single-View RGB Videos with Transformer-Based Attention Network. CoRR abs/2312.00398 (2023) - [i33]Tue Minh Cao, Nhat Hong Tran, Phi-Le Nguyen, Hieu Huy Pham
IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitation mechanism in ECG analysis. CoRR abs/2312.09445 (2023) - 2022
- [j7]Hieu H. Pham
An Accurate and Explainable Deep Learning System Improves Interobserver Agreement in the Interpretation of Chest Radiograph. IEEE Access 10: 104512-104531 (2022) - [j6]Ngoc Huy Nguyen, Ha Quy Nguyen, Nghia Trung Nguyen, Thang Viet Nguyen, Hieu Huy Pham
Deployment and validation of an AI system for detecting abnormal chest radiographs in clinical settings. Frontiers Digit. Health 4 (2022) - [c9]Trong-Tung Nguyen, Hieu H. Pham
Multi-stream Fusion for Class Incremental Learning in Pill Image Classification. ACCV (2) 2022: 341-356 - [c8]Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham
Image-Based Contextual Pill Recognition with Medical Knowledge Graph Assistance. ACIIDS (Companion) 2022: 354-369 - [c7]Huyen T. X. Nguyen, Sam B. Tran, Dung B. Nguyen, Hieu H. Pham
A novel multi-view deep learning approach for BI-RADS and density assessment of mammograms. EMBC 2022: 2144-2148 - [c6]Nang Hung Nguyen, Phi Le Nguyen
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning. ICPP 2022: 73:1-73:11 - [c5]Trung Thanh Nguyen
A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning. PRICAI (1) 2022: 261-274 - [i32]Sam B. Tran, Huyen T. X. Nguyen, Hieu H. Pham
Transparency strategy-based data augmentation for BI-RADS classification of mammograms. CoRR abs/2203.10609 (2022) - [i31]Khiem H. Le, Tuan V. Tran, Hieu H. Pham
Learning from Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis. CoRR abs/2203.10611 (2022) - [i30]Ngoc Huy Nguyen, Hieu H. Pham
VinDr-PCXR: An open, large-scale chest radiograph dataset for interpretation of common thoracic diseases in children. CoRR abs/2203.10612 (2022) - [i29]Hieu T. Nguyen, Ha Q. Nguyen, Hieu H. Pham
VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography. CoRR abs/2203.11205 (2022) - [i28]Binh T. Dao, Thang V. Nguyen, Hieu H. Pham
Phase Recognition in Contrast-Enhanced CT Scans based on Deep Learning and Random Sampling. CoRR abs/2203.11206 (2022) - [i27]Khiem H. Le, Hieu H. Pham
LightX3ECG: A Lightweight and eXplainable Deep Learning System for 3-lead Electrocardiogram Classification. CoRR abs/2207.12381 (2022) - [i26]Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham
Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance. CoRR abs/2208.02432 (2022) - [i25]Nang Hung Nguyen, Phi Le Nguyen, Duc Long Nguyen, Trung Thanh Nguyen, Thuy Dung Nguyen, Huy Hieu Pham
FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning. CoRR abs/2208.02442 (2022) - [i24]Dat T. Ngo, Hieu H. Pham
Slice-level Detection of Intracranial Hemorrhage on CT Using Deep Descriptors of Adjacent Slices. CoRR abs/2208.03403 (2022) - [i23]Anh-Tu Nguyen, Thao Nguyen, Huy-Khiem Le, Huy Hieu Pham, Cuong Do
A novel deep learning-based approach for sleep apnea detection using single-lead ECG signals. CoRR abs/2208.03408 (2022) - [i22]Hieu H. Pham
An Accurate and Explainable Deep Learning System Improves Interobserver Agreement in the Interpretation of Chest Radiograph. CoRR abs/2208.03545 (2022) - [i21]Hieu H. Pham
Video-based Human Action Recognition using Deep Learning: A Review. CoRR abs/2208.03775 (2022) - [i20]Thao Nguyen, Hieu H. Pham
Detecting COVID-19 from digitized ECG printouts using 1D convolutional neural networks. CoRR abs/2208.05433 (2022) - [i19]Khiem H. Le, Hieu H. Pham
Enhancing Deep Learning-based 3-lead ECG Classification with Heartbeat Counting and Demographic Data Integration. CoRR abs/2208.07088 (2022) - [i18]Trung Thanh Nguyen, Hoang Dang Nguyen, Thanh-Hung Nguyen, Huy Hieu Pham
A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning. CoRR abs/2209.01152 (2022) - [i17]Thao T. B. Nguyen, Tam M. Vo, Thang V. Nguyen, Hieu H. Pham
Learning to diagnose common thorax diseases on chest radiographs from radiology reports in Vietnamese. CoRR abs/2209.04794 (2022) - [i16]Trong-Tung Nguyen, Hieu H. Pham
Multi-stream Fusion for Class Incremental Learning in Pill Image Classification. CoRR abs/2210.02313 (2022) - [i15]Quang-Huy Nguyen, Cuong Q. Nguyen, Dung D. Le, Hieu H. Pham, Minh N. Do:
Enhancing Few-shot Image Classification with Cosine Transformer. CoRR abs/2211.06828 (2022) - [i14]Quan Nguyen, Hieu H. Pham
FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices using Divide and Co-Training. CoRR abs/2211.10948 (2022) - 2021
- [j5]Hieu H. Pham
Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labels. Neurocomputing 437: 186-194 (2021) - [c4]Thanh T. Tran, Hieu H. Pham
Learning to Automatically Diagnose Multiple Diseases in Pediatric Chest Radiographs Using Deep Convolutional Neural Networks. ICCVW 2021: 3307-3316 - [c3]Hieu T. Nguyen
VinDr-SpineXR: A Deep Learning Framework for Spinal Lesions Detection and Classification from Radiographs. MICCAI (5) 2021: 291-301 - [i13]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) - [i12]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) - [i11]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) - [i10]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) - [i9]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) - [i8]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
- [j4]Huy Hieu Pham
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera. Sensors 20(7): 1825 (2020) - [i7]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)
2010 – 2019
- 2019
- [j3]Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Learning to recognise 3D human action from a new skeleton-based representation using deep convolutional neural networks. IET Comput. Vis. 13(3): 319-328 (2019) - [j2]Huy Hieu Pham
Spatio-Temporal Image Representation of 3D Skeletal Movements for View-Invariant Action Recognition with Deep Convolutional Neural Networks. Sensors 19(8): 1932 (2019) - [c2]Huy Hieu Pham
A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data. ICIAR (1) 2019: 18-32 - [i6]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. CoRR abs/1907.03520 (2019) - [i5]Huy Hieu Pham, Houssam Salmane, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
A Unified Deep Framework for Joint 3D Pose Estimation and Action Recognition from a Single RGB Camera. CoRR abs/1907.06968 (2019) - [i4]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) - 2018
- [j1]Huy Hieu Pham
Exploiting deep residual networks for human action recognition from skeletal data. Comput. Vis. Image Underst. 170: 51-66 (2018) - [c1]Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks. ICIP 2018: 3483-3487 - [i3]Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Learning and Recognizing Human Action from Skeleton Movement with Deep Residual Neural Networks. CoRR abs/1803.07780 (2018) - [i2]Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks. CoRR abs/1807.07033 (2018) - [i1]Huy Hieu Pham, Louahdi Khoudour, Alain Crouzil, Pablo Zegers, Sergio A. Velastin:
Learning to Recognize 3D Human Action from A New Skeleton-based Representation Using Deep Convolutional Neural Networks. CoRR abs/1812.10550 (2018)
Coauthor Index
Ha Q. Nguyen 0001
aka: Ha Quy Nguyen
aka: Ha Quy Nguyen
Phi-Le Nguyen
aka: Phi Le Nguyen
aka: Phi Le Nguyen
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