Predicting the onset of type 2 diabetes using wide and deep learning with electronic health records. - Binh P. Nguyen; Hung N. Pham; Hop Tran; Nhung Nghiem; Quang H. Nguyen 001; Trang T. T. Do 001; Cao Truong Tran; Colin R. Simpson (Comput. Methods Programs Biomed., 2019)

Stacking segment-based CNN with SVM for recognition of atrial fibrillation from single-lead ECG recordings. - Quang H. Nguyen 001; Binh P. Nguyen; Trung B. Nguyen; Trang T. T. Do 001; James F. Mbinta; Colin R. Simpson (Biomed. Signal Process. Control., 2021)

Data-centric AI to Improve Early Detection of Mental Illness. - Alex X. Wang; Stefanka S. Chukova; Colin R. Simpson; Binh P. Nguyen (SSP, 2023)

Early Detection of Depression Using Machine Learning and Social Well-Being Survey Data. - Alex X. Wang; Binh P. Nguyen; Tom Elliott; James F. Mbinta; Andrew Sporle; Colin R. Simpson (ICCAE, 2024)

Enhancing Data Governance through Data-Centric AI: Case Study in New Zealand Government Sector. - Alex X. Wang; Colin R. Simpson; Binh P. Nguyen (ICCAE, 2024)

Comparative Analysis of Oversampling Techniques and Deep Learning for Imbalanced Tabular Data. - Alex X. Wang; Colin R. Simpson; Binh P. Nguyen (TENCON, 2024)

Challenges and opportunities of generative models on tabular data. - Alex X. Wang; Stefanka S. Chukova; Colin R. Simpson; Binh P. Nguyen (Appl. Soft Comput., 2024)

Enhancing public research on citizen data: An empirical investigation of data synthesis using Statistics New Zealand's Integrated Data Infrastructure. - Alex X. Wang; Stefanka S. Chukova; Andrew Sporle; Barry J. Milne; Colin R. Simpson; Binh P. Nguyen (Inf. Process. Manag., 2024)

Generative AI for Tabular Data Synthesis. - Alex X. Wang; Binh P. Nguyen; Colin R. Simpson (PAKDD (4), 2025)

Blending is all you need: Data-centric ensemble synthetic data. - Alex X. Wang; Colin R. Simpson; Binh P. Nguyen (Inf. Sci., 2025)

Efficient patient-centric EMR sharing block tree. - Xiaohan Hu; Jyoti Sahni; Colin R. Simpson; Normalia Samian; Winston K. G. Seah (CoRR, 2025)