| “I just wanted to tell you that loperamide WILL WORK”: a web-based study of extra-medical use of loperamide R Daniulaityte, R Carlson, R Falck, D Cameron, S Perera, L Chen, ... Drug and alcohol dependence 130 (1-3), 241-244, 2013 | 140 | 2013 |
| Artificial intelligence within pharmacovigilance: a means to identify cognitive services and the framework for their validation R Mockute, S Desai, S Perera, B Assuncao, K Danysz, N Tetarenko, ... Pharmaceutical medicine 33, 109-120, 2019 | 44 | 2019 |
| Sorting through the safety data haystack: using machine learning to identify individual case safety reports in social-digital media S Comfort, S Perera, Z Hudson, D Dorrell, S Meireis, M Nagarajan, ... Drug safety 41, 579-590, 2018 | 40 | 2018 |
| Implicit Entity Linking in Tweets S Perera, PN Mendes, A Alex, AP Sheth, K Thirunarayan Extended Semantic Web Conference, 118-132, 2016 | 40 | 2016 |
| Challenges in understanding clinical notes: Why NLP engines fall short and where background knowledge can help S Perera, A Sheth, K Thirunarayan, S Nair, N Shah Proceedings of the 2013 international workshop on Data management …, 2013 | 35 | 2013 |
| CTR-BERT: Cost-effective knowledge distillation for billion-parameter teacher models A Muhamed, I Keivanloo, S Perera, J Mracek, Y Xu, Q Cui, S Rajagopalan, ... NeurIPS Efficient Natural Language and Speech Processing Workshop, 2021 | 31 | 2021 |
| Semantics driven approach for knowledge acquisition from emrs S Perera, C Henson, K Thirunarayan, A Sheth, S Nair IEEE journal of biomedical and health informatics 18 (2), 515-524, 2013 | 31 | 2013 |
| Knowledge will propel machine understanding of content: extrapolating from current examples A Sheth, S Perera, S Wijeratne, K Thirunarayan Proceedings of the International Conference on Web Intelligence, 1-9, 2017 | 28 | 2017 |
| Training augmented intelligent capabilities for pharmacovigilance: applying deep-learning approaches to individual case safety report processing D Abatemarco, S Perera, SH Bao, S Desai, B Assuncao, N Tetarenko, ... Pharmaceutical Medicine 32, 391-401, 2018 | 24 | 2018 |
| Domain-specific hierarchical subgraph extraction: A recommendation use case S Lalithsena, S Perera, P Kapanipathi, A Sheth 2017 IEEE International Conference on Big Data (Big Data), 666-675, 2017 | 20 | 2017 |
| Implicit Entity Recognition in Clinical Documents S Perera, P Mendes, A Sheth, K Thirunarayan, A Alex, C Heid, G Mott Fourth Joint Conference on Lexical and Computational Semantics (*SEM), 228-238, 2015 | 19 | 2015 |
| Knowledge-driven approach to predict personality traits by leveraging social media data M Thilakaratne, R Weerasinghe, S Perera 2016 IEEE/WIC/ACM International Conference on Web Intelligence (WI), 288-295, 2016 | 15 | 2016 |
| Data driven knowledge acquisition method for domain knowledge enrichment in the healthcare S Perera, C Henson, K Thirunarayan, A Sheth, S Nair 2012 IEEE International Conference on Bioinformatics and Biomedicine, 1-8, 2012 | 14 | 2012 |
| Optimizing hierarchical classification with adaptive node collapses S Perera, O Raz, R Routray, S Bao, M Zalmanovici Workshops at the Thirty-Second AAAI Conference on Artificial Intelligence, 2018 | 6 | 2018 |
| Generating training sets to train machine learning models PDSU Perera, ED Farchi, O Raz, R Routray, SH Bao, M Zalmanovici US Patent 11,514,691, 2022 | 4 | 2022 |
| Architecture for machine learning model to leverage hierarchical semantics between medical concepts in dictionaries PDSU Perera, C Ramakrishnan, SH Bao, R Routray US Patent 11,257,592, 2022 | 4 | 2022 |
| High Intensity Functional Exercise (HIFE) Training S Kastner, C Becker, U Lindemann physioscience 13 (03), 109-116, 2017 | 4 | 2017 |
| Learning Personalized Page Content Ranking Using Customer Representation X Shen, Y Zhao, S Perera, Y Liu, J Yan, M Goodman arXiv preprint arXiv:2305.05267, 2023 | 3 | 2023 |
| De-identifying machine learning models trained on sensitive data PDSU Perera, SH Bao, R Routray, S Voruganti, P Virkar US Patent App. 16/508,456, 2021 | 3 | 2021 |
| Evaluating textual annotation model performance SH Bao, R Ip, P Perera, C Ramakrishnan, R Routray, S Voruganti US Patent App. 15/836,250, 2019 | 3 | 2019 |
Amit ShethDirector, AI Institute; NCR Chair, U. of South CarolinaVerified email at sc.edu
