| Septic shock prediction for ICU patients via coupled HMM walking on sequential contrast patterns S Ghosh, J Li, L Cao, K Ramamohanarao Journal of biomedical informatics 66, 19-31, 2017 | 88 | 2017 |
| Quro: facilitating user symptom check using a personalised chatbot-oriented dialogue system S Ghosh, S Bhatia, A Bhatia Stud Health Technol Inform 252, 51-56, 2018 | 42 | 2018 |
| Hypotension risk prediction via sequential contrast patterns of ICU blood pressure S Ghosh, M Feng, H Nguyen, J Li IEEE journal of biomedical and health informatics 20 (5), 1416-1426, 2015 | 42 | 2015 |
| Biogeography-based informative gene selection and cancer classification using SVM and random forests S Nikumbh, S Ghosh, VK Jayaraman 2012 IEEE Congress on Evolutionary Computation, 1-6, 2012 | 36 | 2012 |
| Inverse similarity and reliable negative samples for drug side-effect prediction Y Zheng, H Peng, S Ghosh, C Lan, J Li BMC bioinformatics 19 (13), 91-104, 2019 | 24 | 2019 |
| Hybrid firefly based simultaneous gene selection and cancer classification using support vector machines and random forests A Srivastava, S Chakrabarti, S Das, S Ghosh, VK Jayaraman Proceedings of seventh international conference on bio-inspired computing …, 2013 | 18 | 2013 |
| Risk prediction for acute hypotensive patients by using gap constrained sequential contrast patterns S Ghosh, M Feng, H Nguyen, J Li AMIA annual symposium proceedings 2014, 1748, 2014 | 16 | 2014 |
| Hybrid biogeography based simultaneous feature selection and MHC class I peptide binding prediction using support vector machines and random forests A Srivastava, S Ghosh, N Anantharaman, VK Jayaraman Journal of Immunological Methods 387 (1-2), 284-292, 2013 | 16 | 2013 |
| An ontology-based two-stage approach to medical text classification with feature selection by particle swarm optimisation M Abdollahi, X Gao, Y Mei, S Ghosh, J Li 2019 IEEE Congress on Evolutionary Computation (CEC), 119-126, 2019 | 14 | 2019 |
| Simultaneous informative gene extraction and cancer classification using aco-antminer and aco-random forests S Sharma, S Ghosh, N Anantharaman, VK Jayaraman Proceedings of the International Conference on Information Systems Design …, 2012 | 14 | 2012 |
| Hybrid feature selection and peptide binding affinity prediction using an EDA based algorithm K Shelke, S Jayaraman, S Ghosh, J Valadi 2013 IEEE Congress on Evolutionary Computation, 2384-2389, 2013 | 12 | 2013 |
| Predicting heart beats using co-occurring constrained sequential patterns S Ghosh, M Feng, H Nguyen, J Li Computing in Cardiology 2014, 265-268, 2014 | 10 | 2014 |
| Biogeography-based optimization for dynamic optimization of chemical reactors S Nikumbh, S Ghosh, VK Jayaraman Applications of Metaheuristics in Process Engineering, 201-216, 2014 | 8 | 2014 |
| Uncovering discriminative knowledge-guided medical concepts for classifying coronary artery disease notes M Abdollahi, X Gao, Y Mei, S Ghosh, J Li Australasian Joint Conference on Artificial Intelligence, 104-110, 2018 | 6 | 2018 |
| Understanding patient complaint characteristics using contextual clinical BERT embeddings B Saha, S Lisboa, S Ghosh Annual International Conference of the IEEE Engineering in Medicine …, 2020 | 5 | 2020 |
| Ontology-guided data augmentation for medical document classification M Abdollahi, X Gao, Y Mei, S Ghosh, J Li International Conference on Artificial Intelligence in Medicine, 78-88, 2020 | 4 | 2020 |
| An optimized drug similarity framework for side-effect prediction Y Zheng, S Ghosh, J Li 2017 Computing in Cardiology (CinC), 1-4, 2017 | 4 | 2017 |
| Predicting short-term ICU outcomes using a sequential contrast motif based classification framework S Ghosh, H Nguyen, J Li 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 4 | 2016 |
| A dictionary-based oversampling approach to clinical document classification on small and imbalanced dataset M Abdollahi, X Gao, Y Mei, S Ghosh, J Li 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and …, 2020 | 3 | 2020 |
| Stratifying risk of coronary artery disease using discriminative knowledge-guided medical concept pairings from clinical notes M Abdollahi, X Gao, Y Mei, S Ghosh, J Li Pacific Rim International Conference on Artificial Intelligence, 457-473, 2019 | 3 | 2019 |
Jinyan LiBioinformatics Lab Director, Professor of Data Science, University of Technology SydneyVerified email at uts.edu.au
