| GraphDTA: Predicting drug–target binding affinity with graph neural networks T Nguyen, H Le, TP Quinn, T Nguyen, TD Le, S Venkatesh Bioinformatics 37 (8), 1140-1147, 2021 | 746 | 2021 |
| Affective and Content Analysis of Online Depression Communities T Nguyen, D Phung, B Dao, S Venkatesh, M Berk IEEE Transactions on Affective Computing 5 (3), 217 - 226, 2014 | 284 | 2014 |
| Animal Recognition and Identification with Deep Convolutional Neural Networks for Automated Wildlife Monitoring H Nguyen, SJ Maclagan, TD Nguyen, T Nguyen, P Flemons, K Andrews, ... International Conference on Data Science and Advanced Analytics (DSAA), 2017 | 247 | 2017 |
| Graph convolutional networks for drug response prediction TT Nguyen, G Nguyen, T Nguyen, DH Le IEEE/ACM Trans. Comput. Biol. Bioinform 19 (1), 146-154, 2022 | 130 | 2022 |
| Genomic mutations and changes in protein secondary structure and solvent accessibility of SARS-CoV-2 (COVID-19 virus) TT Nguyen, PN Pathirana, T Nguyen, H Nguyen, A Bhatti, DC Nguyen, ... Scientific Reports 11 (3487), 2021 | 89 | 2021 |
| A Framework for Classifying Online Mental Health Related Communities with an Interest in Depression B Saha, T Nguyen, D Phung, S Venkatesh IEEE Journal of Biomedical and Health Informatics 20 (4), 1008-1015, 2016 | 88 | 2016 |
| Using linguistic and topic analysis to classify sub-groups of online depression communities T Nguyen, B O'Dea, M Larsen, D Phung, S Venkatesh, H Christensen Multimedia Tools and Applications 76 (8), 10653-10676, 2017 | 85 | 2017 |
| Crowdsourced mapping of unexplored target space of kinase inhibitors A Cichonska, B Ravikumar, RJ Allaway, S Park, F Wan, O Isayev, S Li, ... Nature Communications, 2021 | 73 | 2021 |
| Crowdsourcing assessment of maternal blood multi-omics for predicting gestational age and preterm birth AL Tarca, BÁ Pataki, R Romero, M Sirota, Y Guan, R Kutum, ... Cell Reports Medicine, 2021 | 72 | 2021 |
| GEFA: Early Fusion Approach in Drug-Target Affinity Prediction TM Nguyen, T Nguyen, TM Le, T Tran IEEE/ACM Trans. Comput. Biol. Bioinform 19 (2), 718 - 728, 2022 | 71 | 2022 |
| Deep Auto-Encoders with Sequential Learning for Multimodal Dimensional Emotion Recognition D Nguyen, DT Nguyen, R Zeng, TT Nguyen, S Tran, T Nguyen, ... IEEE Transactions on Multimedia 24, 1313-1324, 2022 | 63 | 2022 |
| Estimation of the prevalence of adverse drug reactions from social media T Nguyen, M Larsen, B O'Dea, D Phung, S Venkatesh, H Christensen International Journal of Medical Informatics 102, 130-137, 2017 | 54 | 2017 |
| Towards discovery of influence and personality traits through social link prediction T Nguyen, D Phung, B Adams, S Venkatesh International AAAI Conference on Weblogs and Social Media (ICWSM), 2011 | 53 | 2011 |
| Is demography destiny? Application of machine learning techniques to accurately predict population health outcomes from a minimal demographic dataset W Luo, T Nguyen, M Nichols, T Tran, S Rana, S Gupta, D Phung, ... PLOS ONE 10 (5), e0125602, 2015 | 42 | 2015 |
| Autism Blogs: Expressed Emotion, Language Styles and Concerns in Personal and Community Settings T Nguyen, T Duong, D Phung, S Venkatesh IEEE Transactions on Affective Computing 6 (3), 312-323, 2015 | 42 | 2015 |
| Event extraction using behaviors of sentiment signals and burst structure in social media T Nguyen, D Phung, B Adams, S Venkatesh Knowledge and Information Systems 37 (2), 279-304, 2013 | 41 | 2013 |
| Variational Memory Encoder-Decoder H Le, T Tran, T Nguyen, S Venkatesh NeurIPS, 2018 | 40 | 2018 |
| Mood sensing from social media texts and its applications T Nguyen, D Phung, B Adams, S Venkatesh Knowledge and Information Systems 39 (3), 667-702, 2014 | 36 | 2014 |
| The relationship between linguistic expression in blog content and symptoms of depression, anxiety, and suicidal thoughts: A longitudinal study B O’Dea, TW Boonstra, ME Larsen, T Nguyen, S Venkatesh, ... PLOS ONE 16 (5), e0251787, 2021 | 34 | 2021 |
| Kernel-based features for predicting population health indices from geocoded social media data T Nguyen, ME Larsen, B O'Dea, DT Nguyen, J Yearwood, D Phung, ... Decision Support Systems 102, 22-31, 2017 | 30 | 2017 |
Svetha VenkateshDeakin Distinguished Professor, Deakin UniversityVerified email at deakin.edu.au
