Hung Nguyen

Hung Nguyen

Swinburne University of Technology

H-index: 47

Oceania-Australia

About Hung Nguyen

Hung Nguyen, With an exceptional h-index of 47 and a recent h-index of 36 (since 2020), a distinguished researcher at Swinburne University of Technology, specializes in the field of Biomedical Engineering, Artificial Intelligence and Image Processing, Electrical and Electronic Engineering, Neurosciences.

His recent articles reflect a diverse array of research interests and contributions to the field:

Fourteen years of cellular deconvolution: methodology, applications, technical evaluation and outstanding challenges

Regression-Based Machine Learning for Predicting Lifting Movement Pattern Change in People with Low Back Pain

Mitigating microplastic pollution: A critical review on the effects, remediation, and utilization strategies of microplastics

Endocrine disruptors: Unravelling the link between chemical exposure and Women's reproductive health

Cone-beam consistency conditions for planar trajectories with parallel and perpendicular detectors

Microwave Imaging Based on a Subspace-based Two-step Iterative Shrinkage/Thresholding Method

Machine Learning Derived Lifting Technique in People without Low Back Pain

Sequential Organ Failure Assessment (SOFA) Score for predicting mortality in patients with sepsis in Vietnamese intensive care units: a multicentre, cross-sectional study

Hung Nguyen Information

University

Position

___

Citations(all)

9324

Citations(since 2020)

4553

Cited By

6698

hIndex(all)

47

hIndex(since 2020)

36

i10Index(all)

215

i10Index(since 2020)

99

Email

University Profile Page

Swinburne University of Technology

Google Scholar

View Google Scholar Profile

Hung Nguyen Skills & Research Interests

Biomedical Engineering

Artificial Intelligence and Image Processing

Electrical and Electronic Engineering

Neurosciences

Top articles of Hung Nguyen

Title

Journal

Author(s)

Publication Date

Fourteen years of cellular deconvolution: methodology, applications, technical evaluation and outstanding challenges

Hung Nguyen

Ha Nguyen

Duc Tran

Sorin Draghici

Tin Nguyen

2024/4/15

Regression-Based Machine Learning for Predicting Lifting Movement Pattern Change in People with Low Back Pain

Sensors

Trung C Phan

Adrian Pranata

Joshua Farragher

Adam Bryant

Hung T Nguyen

...

2024/2/19

Mitigating microplastic pollution: A critical review on the effects, remediation, and utilization strategies of microplastics

Aswin Thacharodi

Saqib Hassan

Ramu Meenatchi

Mansoor Ahmad Bhat

Naseer Hussain

...

2024/2/1

Endocrine disruptors: Unravelling the link between chemical exposure and Women's reproductive health

Saqib Hassan

Aswin Thacharodi

Anshu Priya

R Meenatchi

Thanushree A Hegde

...

2024/1/15

Cone-beam consistency conditions for planar trajectories with parallel and perpendicular detectors

Inverse Problems

Hung Nguyen

Rolf Clackdoyle

Laurent Desbat

2024/4/17

Microwave Imaging Based on a Subspace-based Two-step Iterative Shrinkage/Thresholding Method

Ji Wu

Fan Yang

Jinchuan Zheng

Hung T Nguyen

Rifai Chai

2023/7/24

Machine Learning Derived Lifting Technique in People without Low Back Pain

Trung C Phan

Adrian Pranata

Joshua B Farragher

Adam L Bryant

Hung T Nguyen

...

2023/7/24

Sequential Organ Failure Assessment (SOFA) Score for predicting mortality in patients with sepsis in Vietnamese intensive care units: a multicentre, cross-sectional study

BMJ open

Son Ngoc Do

Co Xuan Dao

Tuan Anh Nguyen

My Ha Nguyen

Dung Thi Pham

...

2023/3/1

Source-Space Brain Functional Connectivity Features in Electroencephalogram-Based Driver Fatigue Classification

Sensors

Khanh Ha Nguyen

Matthew Ebbatson

Yvonne Tran

Ashley Craig

Hung Nguyen

...

2023/2/21

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

Tue Cao

Nhat Tran

Le Nguyen

Hung Nguyen

Hieu Pham

2023/12/7

Detecting anomalous graphs in labeled multi-graph databases

ACM Transactions on Knowledge Discovery from Data

Hung T Nguyen

Pierre J Liang

Leman Akoglu

2023/2/20

Implementing Natural Image Quality Evaluator for Performance Indicator on Noise Artefacts Recovery in CT Scan

Rudy Gunawan

Yvonne Tran

Jinchuan Zheng

Hung Nguyen

Rifai Chai

2023/7/24

Interference Cancellation GAN Framework for Dynamic Channels

arXiv preprint arXiv:2208.08019

Hung T Nguyen

Steven Bottone

Kwang Taik Kim

Mung Chiang

H Vincent Poor

2022/8/17

Predicting the Onset of Freezing of Gait Using EEG Dynamics

Applied Sciences

Alka Rachel John

Zehong Cao

Hsiang-Ting Chen

Kaylena Ehgoetz Martens

Matthew Georgiades

...

2022/12/27

Enhanced myoelectric control against arm position change with weighted recursive Gaussian process

Neural Computing and Applications

Myong Chol Jung

Rifai Chai

Jinchuan Zheng

Hung Nguyen

2022/4

Predictive validity of the quick Sequential Organ Failure Assessment (qSOFA) score for the mortality in patients with sepsis in Vietnamese intensive care units

PloS one

Son Ngoc Do

Chinh Quoc Luong

My Ha Nguyen

Dung Thi Pham

Nga Thi Nguyen

...

2022/10/14

Contextual Model Aggregation for Fast and Robust Federated Learning in Edge Computing

arXiv preprint arXiv:2203.12738

Hung T Nguyen

H Vincent Poor

Mung Chiang

2022/3/23

Image Recovery from Synthetic Noise Artifacts in CT Scans Using Modified U-Net

Sensors

Rudy Gunawan

Yvonne Tran

Jinchuan Zheng

Hung Nguyen

Rifai Chai

2022/9/16

An interesting use case of model checking: Storm surge barrier at Rotterdam, the Netherlands

Science (CS-E4000), Fall 2022

Hung Nguyen

2022

Machine Learning Derived Lifting Techniques and Pain Self-Efficacy in People with Chronic Low Back Pain

Sensors

Trung C Phan

Adrian Pranata

Joshua Farragher

Adam Bryant

Hung T Nguyen

...

2022/9/4

See List of Professors in Hung Nguyen University(Swinburne University of Technology)

Co-Authors

H-index: 106
Huu Hao Ngo

Huu Hao Ngo

University of Technology & Management

H-index: 55
Jinyan Li

Jinyan Li

University of Technology

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