Predictive Model Based on Health Data Analysis for Risk of Readmission in Disease-Specific Cohorts
M. S. Ansari, A. K. Alok, D. Jain, S. Rana, S. Gupta, R. Salwan, S. Venkatesh
2021 / Vol. 18 / Perspectives in Health Information Management
GraphDTA: Predicting drug–target binding affinity with graph neural networks
T. Nguyen, H. Le, T. P. Quinn, T. Nguyen, T. M. Le, S. Venkatesh
2021 / Vol. 37, pp. 1140 - 1147 / Bioinformatics
The relationship between linguistic expression in blog content and symptoms of depression, anxiety, and suicidal thoughts: A longitudinal study
B. O’Dea, T. W. Boonstra, M. Larsen, T. Nguyen, S. Venkatesh, H. Christensen
2021 / Vol. 16, pp. e0251787 / PLoS ONE
Infant microbiota in colic: predictive associations with problem crying and subsequent child behavior
A. Loughman, T. P. Quinn, M. L. Nation, A. Reichelt, R. J. Moore, T. T. H. Van, V. Sung, M. L. K. Tang
2021 / Vol. 12, pp. 260 - 270 / Journal of Developmental Origins of Health and Disease
The maternal gut microbiome during pregnancy and offspring allergy and asthma
Y. Gao, R. Nanan, L. Macia, J. Tan, L. Sominsky, T. P. Quinn, M. O’Hely, A. Ponsonby, M. L. K. Tang, F. Collier, others
2021 / Journal of Allergy and Clinical Immunology
Early Moves: a protocol for a population-based prospective cohort study to establish general movements as an early biomarker of cognitive impairment in infants
C. Elliott, C. Alexander, A. Salt, A. J. Spittle, R. N. Boyd, N. Badawi, C. Morgan, D. Silva, E. Geelhoed, R. S. Ware, others
2021 / Vol. 11, pp. e041695 / BMJ open
Factor Screening using Bayesian Active Learning and Gaussian Process Meta-Modelling
C. Li, S. Rana, A. Gill, D. Nguyen, S. Gupta, S. Venkatesh
2021 / pp. 3288 - 3295 / 25th International Conference on Pattern Recognition (ICPR)
Bayesian Optimistic Optimisation with Exponentially Decaying Regret
H. Tran-The, S. Gupta, S. Rana, S. Venkatesh
2021 / pp. 10390 - 10400 / International Conference on Machine Learning
A New Representation of Successor Features for Transfer across Dissimilar Environments
M. Abdolshah, H. Le, T. K. George, S. Gupta, S. Rana, S. Venkatesh
2021 / pp. 1 - 9 / International Conference on Machine Learning
Fairness improvement for black-box classifiers with Gaussian process
D. Nguyen, S. Gupta, S. Rana, A. Shilton, S. Venkatesh
2021 / Vol. 576, pp. 542 - 556 / Information Sciences
Automatically recommending components for issue reports using deep learning
M. Choetkiertikul, H. K. Dam, T. Tran, T. T. M. Pham, C. Ragkhitwetsagul, A. Ghose