| An Iterative Participatory Approach to Developing an Early Childhood Problem-Based STEM Curriculum. MS John, B Sibuma, S Wunnava, F Anggoro, M Dubosarsky Grantee Submission 3 (3), 2018 | 75 | 2018 |
| Adverse drug event detection from electronic health records using hierarchical recurrent neural networks with dual-level embedding S Wunnava, X Qin, T Kakar, C Sen, EA Rundensteiner, X Kong Drug safety 42, 113-122, 2019 | 64 | 2019 |
| Bidirectional LSTM-CRF for adverse drug event tagging in electronic health records S Wunnava, X Qin, T Kakar, EA Rundensteiner, X Kong International Workshop on Medication and Adverse Drug Event Detection, 48-56, 2018 | 33 | 2018 |
| Seeds of STEM: The Development of a Problem-Based STEM Curriculum for Early Childhood Classrooms M Dubosarsky, MS John, F Anggoro, S Wunnava, U Celik Early engineering learning, 249-269, 2018 | 26 | 2018 |
| Maras: Signaling multi-drug adverse reactions X Qin, T Kakar, S Wunnava, EA Rundensteiner, L Cao Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017 | 21 | 2017 |
| The impact of an integrated Pre-K STEM curriculum on teachers' engineering content knowledge, self-efficacy, and teaching practices B Sibuma, S Wunnava, MS John, F Anggoro, M Dubosarsky 2018 IEEE Integrated STEM Education Conference (ISEC), 224-227, 2018 | 18 | 2018 |
| Towards transforming FDA adverse event narratives into actionable structured data for improved pharmacovigilance S Wunnava, X Qin, T Kakar, V Socrates, A Wallace, E Rundensteiner Proceedings of the symposium on applied computing, 777-782, 2017 | 12 | 2017 |
| A dual-attention network for joint named entity recognition and sentence classification of adverse drug events S Wunnava, X Qin, T Kakar, X Kong, E Rundensteiner Findings of the Association for Computational Linguistics: EMNLP 2020, 3414-3423, 2020 | 11 | 2020 |
| One Size Does Not Fit All: An Ensemble Approach Towards Information Extraction from Adverse Drug Event Narratives. S Wunnava, X Qin, T Kakar, X Kong, EA Rundensteiner, SK Sahoo, S De HEALTHINF, 176-188, 2018 | 8 | 2018 |
| US Food and Drug Administration approval of high-risk cardiovascular devices for use in children and adolescents, 1977-2021 S Wunnava, TA Miller, C Narang, M Nathan, FT Bourgeois JAMA 328 (6), 580-582, 2022 | 7 | 2022 |
| Mediar: Multi-drug adverse reactions analytics X Qin, T Kakar, S Wunnava, B MacCarthy, A Schade, HQ Tran, B Zylich, ... 2018 IEEE 34th international conference on data engineering (ICDE), 1565-1568, 2018 | 7 | 2018 |
| Xiangnan Kong, and Elke Rundensteiner. 2020. A dual-attention network for joint named entity recognition and sentence classification of adverse drug events S Wunnava, X Qin, T Kakar Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 5 | 2020 |
| Improving FDA postmarket adverse event reporting for medical devices S Wunnava, TA Miller, FT Bourgeois BMJ Evidence-Based Medicine 28 (2), 83-84, 2023 | 2 | 2023 |
| Deep Learning Strategies for Automatic Detection of Medication and Adverse Drug Events from Electronic Health Records. S Wunnava, X Qin, T Kakar, EA Rundensteiner, X Kong AMIA, 2018 | 2 | 2018 |
| Towards pharmacovigilance using machine learning to identify unknown adverse reactions triggered by drug-drug interaction T Kakar, X Qin, S Wunnava, EA Rundensteiner | 2 | 2016 |
| US FDA Approval of Pediatric Artificial Intelligence and Machine Learning–Enabled Medical Devices RCL Brewster, M Nagy, S Wunnava, FT Bourgeois JAMA pediatrics 179 (2), 212-214, 2025 | 1 | 2025 |
| Adverse Drug Event Information Extraction from Medical Narratives using Ensemble Learning & Deep Learning S Wunnava Doctoral dissertation, 2020 | 1 | 2020 |
| Multi-layered Learning for Information Extraction from Adverse Drug Event Narratives S Wunnava, X Qin, T Kakar, ML Tlachac, X Kong, EA Rundensteiner, ... International Joint Conference on Biomedical Engineering Systems and …, 2018 | 1 | 2018 |
| Development of a Benchmark Corpus for Medical Device Adverse Event Detection S Wunnava, DA Harris, FT Bourgeois, TA Miller Proceedings of the First Workshop on Patient-Oriented Language Processing …, 2024 | | 2024 |
| IMPLANTABLE MEDICAL DEVICES USED IN THE CARE OF CHILDREN WITH CONGENITAL HEART DISEASE S Wunnava, T Miller, F Bourgeois, M Nathan Journal of the American College of Cardiology 83 (13_Supplement), 1627-1627, 2024 | | 2024 |