Publications by authors named "Matthew Chua"

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A unified graph-based approach for protein function prediction using AlphaFold structures and sequence features.
Thi-Tuyen Nguyen, Wenqing Zheng, Van-Nui Nguyen, Nguyen Quoc Khanh Le, Matthew Chin Heng Chua

Comput Biol Chem· February 2026

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Natural language processing.
Nguyen Quoc Khanh Le, Matthew Chin Heng Chua

Methods· January 2026

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Struct2GO-Enhanced: Multimodal Graph Attention Improves Protein Function Prediction.
Zihan Shi, Thanh Hoa Vo, Nguyen Quoc Khanh Le, Matthew Chin Heng Chua

J Chem Inf Model· January 2026

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Older adults' perceptions and experiences of the SinDance exergame: A process evaluation.
Yue En Chow, Si Qi Yoong, Kei Oide, Changwu Chen, Poh Yin Lee, Matthew Chin Heng Chua

Geriatr Nurs· December 2025

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Lasing from Brillouin Zone Folding Guided Resonances.
Matthew R Chua, Lu Ding, Xiao Liang, Corentin Dabard, Wudeng Wang

ACS Nano· October 2025

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Feasibility and effectiveness of an integrative cardiac rehabilitation employing smartphone technology (I-CREST): a pilot randomized controlled trial.
Hadassah Joann Ramachandran, Tee Joo Yeo, Chuen Wei Alvin Seah, Tin Mei Yeo, Matthew Chin Heng Chua

Eur J Cardiovasc Nurs· September 2025

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AI-driven multi-modal framework for prognostic modeling in glioblastoma: Enhancing clinical decision support.
Zihan Zhao, Nguyen Quoc Khanh Le, Matthew Chin Heng Chua

Comput Med Imaging Graph· September 2025

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Effectiveness of an Artificial Intelligence-Infused SinDance Exergame for Enhancing Physical Functions and Well-Being in Older Adults: A Pilot Randomized Controlled Trial.
Ying Jiang, Kei Oide, Yue En Chow, Changwu Chen, Mandy Zhang, Matthew Chin Heng Chua

J Am Med Dir Assoc· August 2025

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Integrating ESM‑2 and Graph Neural Networks with AlphaFold‑2 Structures for Enhanced Protein Function Prediction.
Thi-Tuyen Nguyen, Zhuocheng Jiang, Van-Nui Nguyen, Nguyen Quoc Khanh Le, Matthew Chin Heng Chua

ACS Omega· August 2025

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Deterministic positioning of few aqueous colloidal quantum dots.
Muhammad Tegar Pambudi, Deepshikha Arora, Xiao Liang, Basudeb Sain, Anupama Sargur Ranganath, Matthew R Chua

Nanoscale· October 2024

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Crafting Community Well-Being: Development of an AI-Powered SinDance Exergame for Older Adults in Singapore-A Pilot Randomized Trial.
Ying Jiang, Yue En Chow, Kei Oide, Changwu Chen, Poh Yin Lee, Matthew Chin Heng Chua

J Am Med Dir Assoc· August 2024

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Dance Exergames for Older Adults: A Systematic Review and Meta-Analysis With Narrative Synthesis.
Si Qi Yoong, Vivien Xi Wu, Changwu Chen, Poh Yin Lee, Karen Siew Lin Wee, Matthew Chin Heng Chua

J Gerontol A Biol Sci Med Sci· April 2024

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Retinal artery occlusion after ophthalmic surgery under regional anaesthesia: A narrative review.
Alfred Wy Chua, Matthew J Chua, Brian P Harrisberg, Chandra M Kumar

Anaesth Intensive Care· March 2024

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Intracameral phenylephrine for surgical mydriasis and intraoperative floppy-iris syndrome: systemic adverse effects and optimal dose.
Matthew J Chua, Natasha Varshney, Tom Eke

J Cataract Refract Surg· February 2024

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A novel bidirectional LSTM deep learning approach for COVID-19 forecasting.
Nway Nway Aung, Junxiong Pang, Matthew Chin Heng Chua, Hui Xing Tan

Sci Rep· October 2023

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Inferring cancer disease response from radiology reports using large language models with data augmentation and prompting.
Ryan Shea Ying Cong Tan, Qian Lin, Guat Hwa Low, Ruixi Lin, Tzer Chew Goh, Matthew Chin Heng Chua, Melvin Lee Kiang Chua

J Am Med Inform Assoc· September 2023

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Prediction of anticancer peptides based on an ensemble model of deep learning and machine learning using ordinal positional encoding.
Qitong Yuan, Keyi Chen, Yimin Yu, Nguyen Quoc Khanh Le, Matthew Chin Heng Chua

Brief Bioinform· January 2023

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Comparison of Primary Duet Lens Procedures: In-The-Bag Monofocal with Sulcus Multifocal, and Standard Single Multifocal Lens for Cataract Surgery.
Brian P Harrisberg, Alfred W Chua, Matthew J Chua, Amir Taher

Clin Ophthalmol· January 2023

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Predicting Antimalarial Activity in Natural Products Using Pretrained Bidirectional Encoder Representations from Transformers.
Thanh-Hoang Nguyen-Vo, Quang H Trinh, Loc Nguyen, Trang T T Do, Matthew Chin Heng Chua

J Chem Inf Model· November 2022

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Improved Prediction Model of Protein and Peptide Toxicity by Integrating Channel Attention into a Convolutional Neural Network and Gated Recurrent Units.
Zhengyun Zhao, Jingyu Gui, Anqi Yao, Nguyen Quoc Khanh Le, Matthew Chin Heng Chua

ACS Omega· November 2022

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Inexpensive home-assembled human skull model for training and learning the peribulbar block technique.
Alfred Wy Chua, Matthew J Chua, Brian P Harrisberg, Chandra M Kumar

Anaesth Intensive Care· September 2022

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Investigating Psychological Differences Between Nurses and Other Health Care Workers From the Asia-Pacific Region During the Early Phase of COVID-19: Machine Learning Approach.
YanHong Dong, Mei Chun Yeo, Xiang Cong Tham, Rivan Danuaji, Thang H Nguyen, Matthew Chin Heng Chua

JMIR Nurs· June 2022

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Reply to: Intellectual impairment is not commonly a feature of Turner syndrome.
Alfred Wy Chua, Matthew J Chua, Harry Leung, Peter Ca Kam

Anaesth Intensive Care· May 2022

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A versatile acoustically active surface based on piezoelectric microstructures.
Jinchi Han, Mayuran Saravanapavanantham, Matthew R Chua, Jeffrey H Lang, Vladimir Bulović

Microsyst Nanoeng· May 2022

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A Theory-Based, Multidisciplinary Approach to Cocreate a Patient-Centric Digital Solution to Enhance Perioperative Health Outcomes Among Colorectal Cancer Patients and Their Family Caregivers: Development and Evaluation Study.
Su Wei Wan, Choon Seng Chong, Ee-Lin Toh, Siew Hoon Lim, Carol Tt Loi, Matthew Chin Heng Chua

J Med Internet Res· December 2021

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