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Hieu H Pham

Faculty

VinUniversity

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Research Interests

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Professors in Medical Imaging

Articles (20)

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2024

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2024

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2024

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2024

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2023

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2023

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2023

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2023

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2023

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2023

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2023

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2023

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2023

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2023

Collaborators (5)

Kok-Seng Wong

Associate Professor

VinUniversity

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Kien Nguyen

Associate Professor

Chiba University

JAPAN

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Minh N. Do

Dean and Professor

University of Illinois at Urbana-Champaign

UNITED STATES

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Truong Thao Nguyen

National Institute of Advanced Industrial Science and Technology (AIST)

JAPAN

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Cuong Do

Assistant Professor

VinUniversity

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Hieu H Pham

Research Interests

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Articles (20)

GAMMA: A universal model for calibrating sensory data of multiple low-cost air monitoring devices

Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions

MPCNN: A Novel Matrix Profile Approach for CNN-based Single Lead Sleep Apnea In Classification Problem

Personalized Privacy-Preserving Framework for Cross-Silo Federated Learning

FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices Using Divide and Collaborative Training

A Novel Approach for Extracting Key Information from Vietnamese Prescription Images

A Novel Transparency Strategy-based Data Augmentation Approach for BI-RADS Classification of Mammograms

CADIS: Handling Cluster-skewed Non-IID Data in Federated Learning with Clustered Aggregation and Knowledge DIStilled Regularization

Enhancing Few-Shot Image Classification with Cosine Transformer

Ensemble learning of myocardial displacements for myocardial infarction detection in echocardiography

FedGrad: Mitigating Backdoor Attacks in Federated Learning Through Local Ultimate Gradients Inspection

High accurate and explainable multi-pill detection framework with graph neural network-assisted multimodal data fusion

IncepSE: Leveraging InceptionTime's performance with Squeeze and Excitaion mechanism in ECG analysis

Learning From Multiple Expert Annotators for Enhancing Anomaly Detection in Medical Image Analysis

LightX3ECG: A Lightweight and eXplainable Deep Learning System for 3-lead Electrocardiogram Classification

Multi-stream Fusion for Class Incremental Learning in Pill Image Classification

PediCXR: An open, large-scale chest radiograph dataset for interpretation of common thoracic diseases in children

SEM: A Simple Yet Efficient Model-Agnostic Local Training Mechanism to Tackle Data Sparsity and Scarcity in Federated Learning

Slice-level Detection of Intracranial Hemorrhage on CT Using Deep Descriptors of Adjacent Slices

VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography

Collaborators (5)

Kok-Seng Wong

Kien Nguyen

Minh N. Do

Truong Thao Nguyen

Cuong Do

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