Binh P Nguyen

Scopus Author ID Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Venues

Journal of chemical information and modeling

Proteomics

BMC bioinformatics

Nature communications

Victoria University of Wellington

National University of Singapore (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

Victoria University of Wellington

New Zealand

Senior Lecturer :: School of Mathematics and Statistics

Institute of High Performance Computing

Singapore

Scientist :: Computing Science

Duke-NUS Medical School

Singapore

Research Fellow :: Cancer and Stem Cell Biology Programme

National University of Singapore

Singapore

Research Fellow :: Department of Mechanical Engineering

National University of Singapore

Singapore

Research Associate :: Department of Mechanical Engineering

National University of Singapore

Singapore

Research Scholar :: Department of Electrical and Computer Engineering

Hanoi University of Science and Technology

Vietnam

Lecturer :: School of Information and Communication Technology

Education History

National University of Singapore

Singapore

PHD :: Electrical and Computer Engineering

Hanoi University of Science and Technology

Vietnam

MSC :: School of Information and Communication Technology

Publications

Tuan Vinh, Loc Nguyen, Quang H Trinh, Thanh-Hoang Nguyen-Vo, Binh P Nguyen
Predicting Cardiotoxicity of Molecules Using Attention-Based Graph Neural Networks. Journal of chemical information and modeling 64 (6) (2024)
Thanh-Hoang Nguyen-Vo, Trang T T Do, Binh P Nguyen
Multitask Learning on Graph Convolutional Residual Neural Networks for Screening of Multitarget Anticancer Compounds. Journal of chemical information and modeling (2024)
Tuan Vinh, Loc Nguyen, Quang H Trinh, Thanh-Hoang Nguyen-Vo, Binh P Nguyen
Predicting Cardiotoxicity of Molecules Using Attention-Based Graph Neural Networks. Journal of chemical information and modeling 64 (6) (2024)
Tuan Vinh, Loc Nguyen, Quang H Trinh, Thanh-Hoang Nguyen-Vo, Binh P Nguyen
Predicting Cardiotoxicity of Molecules Using Attention-Based Graph Neural Networks. Journal of chemical information and modeling 64 (6) (2024)
Tuan Vinh, Loc Nguyen, Quang H Trinh, Thanh-Hoang Nguyen-Vo, Binh P Nguyen
Predicting Cardiotoxicity of Molecules Using Attention-Based Graph Neural Networks. Journal of chemical information and modeling (2024)
Quang H Nguyen, Thanh-Hoang Nguyen-Vo, Trang T T Do, Binh P Nguyen
An efficient hybrid deep learning architecture for predicting short antimicrobial peptides. Proteomics 24 (14) (2024)
Quang H Nguyen, Thanh-Hoang Nguyen-Vo, Trang T T Do, Binh P Nguyen
An efficient hybrid deep learning architecture for predicting short antimicrobial peptides. Proteomics (2024)
James F Mbinta, Alex X Wang, Binh P Nguyen, Janine Paynter, Prosper Mandela A Awuni, Russell Pine, Andrew A Sporle, Steven J Bowe, Colin R Simpson
Herpes zoster vaccine safety in the Aotearoa New Zealand population: a self-controlled case series study. Nature communications 14 (1) (2023)
Thanh-Hoang Nguyen-Vo, Quang H Trinh, Loc Nguyen, Phuong-Uyen Nguyen-Hoang, Susanto Rahardja, Binh P Nguyen
iPromoter-Seqvec: identifying promoters using bidirectional long short-term memory and sequence-embedded features. BMC genomics 23 (Suppl 5) (2022)
Quang H Nguyen, Hoang V Tran, Binh P Nguyen, Trang T T Do
Identifying Transcription Factors That Prefer Binding to Methylated DNA Using Reduced G -Gap Dipeptide Composition. ACS omega 7 (36) (2022)
Trang T T Do, Thanh-Hoang Nguyen-Vo, Hung T Pham, Quang H Trinh, Binh P Nguyen
iNSP-GCAAP: Identifying nonclassical secreted proteins using global composition of amino acid properties. Proteomics (2022)
Loc Nguyen, Thanh-Hoang Nguyen-Vo, Quang H Trinh, Bach Hoai Nguyen, Phuong-Uyen Nguyen-Hoang, Ly Le, Binh P Nguyen
iANP-EC: Identifying Anticancer Natural Products Using Ensemble Learning Incorporated with Evolutionary Computation. Journal of chemical information and modeling 62 (21) (2022)
Thanh-Hoang Nguyen-Vo, Quang H Trinh, Loc Nguyen, Phuong-Uyen Nguyen-Hoang, Thien-Ngan Nguyen, Dung T Nguyen, Binh P Nguyen, Ly Le
iCYP-MFE: Identifying Human Cytochrome P450 Inhibitors Using Multitask Learning and Molecular Fingerprint-Embedded Encoding. Journal of chemical information and modeling (2021)
Thanh-Hoang Nguyen-Vo, Quang H Trinh, Loc Nguyen, Trang T T Do, Matthew Chin Heng Chua, Binh P Nguyen
Predicting Antimalarial Activity in Natural Products Using Pretrained Bidirectional Encoder Representations from Transformers. Journal of chemical information and modeling 62 (21) (2021)
Binh P Nguyen, Quang H Nguyen, Giang-Nam Doan-Ngoc, Thanh-Hoang Nguyen-Vo, Susanto Rahardja
iProDNA-CapsNet: identifying protein-DNA binding residues using capsule neural networks. BMC bioinformatics 20 (Suppl 23) (2019)

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Publication Activity (10 Years)

Top Topics

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Binh P Nguyen