Binh P. Nguyen

Binh P. Nguyen

Victoria University of Wellington

H-index: 23

Oceania-New Zealand

About Binh P. Nguyen

Binh P. Nguyen, With an exceptional h-index of 23 and a recent h-index of 19 (since 2020), a distinguished researcher at Victoria University of Wellington, specializes in the field of Data science, Health informatics, Biomedical image analysis, Bioinformatics, In silico drug discovery.

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

Predicting Cardiotoxicity of Molecules Using Attention-Based Graph Neural Networks

Enhancing public research on citizen data: An empirical investigation of data synthesis using Statistics New Zealand’s Integrated Data Infrastructure

Random subspace ensemble for directly classifying high-dimensional incomplete data

iNSP‐GCAAP: Identifying nonclassical secreted proteins using global composition of amino acid properties

Data-Centric AI to Improve Churn Prediction with Synthetic Data

Flow matching in latent space

Contributions of individual satellite cells to muscle regeneration assessed using a confetti mouse model

Predicting high health-cost users among people with cardiovascular disease using machine learning and nationwide linked social administrative datasets

Binh P. Nguyen Information

University

Position

School of Mathematics and Statistics

Citations(all)

1590

Citations(since 2020)

1311

Cited By

566

hIndex(all)

23

hIndex(since 2020)

19

i10Index(all)

45

i10Index(since 2020)

36

Email

University Profile Page

Victoria University of Wellington

Google Scholar

View Google Scholar Profile

Binh P. Nguyen Skills & Research Interests

Data science

Health informatics

Biomedical image analysis

Bioinformatics

In silico drug discovery

Top articles of Binh P. Nguyen

Title

Journal

Author(s)

Publication Date

Predicting Cardiotoxicity of Molecules Using Attention-Based Graph Neural Networks

Journal of Chemical Information and Modeling

Tuan Vinh

Loc Nguyen

Quang H Trinh

Thanh-Hoang Nguyen-Vo

Binh P Nguyen

2024/3/4

Enhancing public research on citizen data: An empirical investigation of data synthesis using Statistics New Zealand’s Integrated Data Infrastructure

Information Processing & Management

Alex X Wang

Stefanka S Chukova

Andrew Sporle

Barry J Milne

Colin R Simpson

...

2024/1/1

Random subspace ensemble for directly classifying high-dimensional incomplete data

Evolutionary Intelligence

Cao Truong Tran

Binh P Nguyen

2024/4/8

iNSP‐GCAAP: Identifying nonclassical secreted proteins using global composition of amino acid properties

Proteomics

Trang TT Do

Thanh‐Hoang Nguyen‐Vo

Hung T Pham

Quang H Trinh

Binh P Nguyen

2023/1

Data-Centric AI to Improve Churn Prediction with Synthetic Data

Alex X Wang

Stefanka S Chukova

Binh P Nguyen

2023/3/24

Flow matching in latent space

arXiv preprint arXiv:2307.08698

Quan Dao

Hao Phung

Binh Nguyen

Anh Tran

2023/7/17

Contributions of individual satellite cells to muscle regeneration assessed using a confetti mouse model

bioRxiv

Hans Heemskerk

N Suhas Jagannathan

Nurul Jannah Mohamed Nasir

Binh Phu Nguyen

Keshmarathy Sacadevan

...

2023

Predicting high health-cost users among people with cardiovascular disease using machine learning and nationwide linked social administrative datasets

Health Economics Review

Nhung Nghiem

June Atkinson

Binh P Nguyen

An Tran-Duy

Nick Wilson

2023/2/4

iR6mA-RNN: Identifying N6-Methyladenosine Sites in Eukaryotic Transcriptomes using Recurrent Neural Networks and Sequence-embedded Features

Binh P Nguyen

Thanh-Hoang Nguyen-Vo

Loc Nguyen

Quang H Trinh

Chalinor Baliuag

...

2023/7/2

Herpes zoster vaccine effectiveness against herpes zoster and postherpetic neuralgia in New Zealand: a retrospective cohort study

The Lancet Regional Health–Western Pacific

James F Mbinta

Alex X Wang

Binh P Nguyen

Janine Paynter

Prosper Mandela A Awuni

...

2023/2/1

Data-centric AI to Improve Early Detection of Mental Illness

Alex X Wang

Stefanka S Chukova

Colin R Simpson

Binh P Nguyen

2023/7/2

Application of Machine Learning in Predicting All-Cause Mortality in Patients With Left Ventricular Assist Device

Journal of the American College of Cardiology

Vien T Truong

Devendra Tripathi

Tam N Ngo

Hoang Nguyen

Vivek Patel

...

2023/3/7

i4mC-GRU: Identifying DNA N4-Methylcytosine sites in mouse genomes using bidirectional gated recurrent unit and sequence-embedded features

Computational and Structural Biotechnology Journal

Thanh-Hoang Nguyen-Vo

Quang H Trinh

Loc Nguyen

Phuong-Uyen Nguyen-Hoang

Susanto Rahardja

...

2023/1/1

iR1mA-LSTM: Identifying N-Methyladenosine Sites in Human Transcriptomes Using Attention-Based Bidirectional Long Short-Term Memory

Trang TT Do

Thanh-Hoang Nguyen-Vo

Quang H Trinh

Phuong-Uyen Nguyen-Hoang

Loc Nguyen

...

2023/6/27

Synthetic minority oversampling using edited displacement-based k-nearest neighbors

Applied Soft Computing

Alex X Wang

Stefanka S Chukova

Binh P Nguyen

2023/11/1

eMIC-AntiKP: Estimating minimum inhibitory concentrations of antibiotics towards Klebsiella pneumoniae using deep learning

Computational and Structural Biotechnology Journal

Quang H Nguyen

Hoang H Ngo

Thanh-Hoang Nguyen-Vo

Trang TT Do

Susanto Rahardja

...

2022/12/26

Ensemble k-nearest neighbors based on centroid displacement

Information Sciences

Alex X Wang

Stefanka S Chukova

Binh P Nguyen

2023/6/1

Herpes zoster vaccine safety in the Aotearoa New Zealand population: a self-controlled case series study

Nature Communications

James F Mbinta

Alex X Wang

Binh P Nguyen

Janine Paynter

Prosper Mandela A Awuni

...

2023/7/19

Bone age assessment and sex determination using transfer learning

Expert Systems with Applications

Quang H Nguyen

Binh P Nguyen

Minh T Nguyen

Matthew CH Chua

Trang TT Do

...

2022/8/15

Application of machine learning in screening for congenital heart diseases using fetal echocardiography

The International Journal of Cardiovascular Imaging

Vien T Truong

Binh P Nguyen

Thanh-Hoang Nguyen-Vo

Wojciech Mazur

Eugene S Chung

...

2022/5

See List of Professors in Binh P. Nguyen University(Victoria University of Wellington)

Co-Authors

H-index: 81
Peter So

Peter So

Massachusetts Institute of Technology

H-index: 50
Sim-Heng Ong

Sim-Heng Ong

National University of Singapore

H-index: 43
Chee Kong Chui

Chee Kong Chui

National University of Singapore

H-index: 20
Matthew Chin Heng Chua

Matthew Chin Heng Chua

National University of Singapore

H-index: 12
Trang T. T. Do

Trang T. T. Do

National University of Singapore

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