| Umlsbert: Clinical domain knowledge augmentation of contextual embeddings using the unified medical language system metathesaurus G Michalopoulos, Y Wang, H Kaka, H Chen, A Wong Conference of the North American Chapter of the Association for …, 2021 | 117 | 2021 |
| MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations G Michalopoulos, K Williams, G Singh, T Lin Findings of the Association for Computational Linguistics: EMNLP 2022, 4741-4749, 2022 | 26 | 2022 |
| ICDBigBird: a contextual embedding model for ICD code classification G Michalopoulos, M Malyska, N Sahar, A Wong, H Chen Proceedings of the 21st Workshop on Biomedical Language Processing, 330–336, 2022 | 17 | 2022 |
| Engineering oracles for time-dependent road networks S Kontogiannis, G Michalopoulos, G Papastavrou, A Paraskevopoulos, ... 2016 Proceedings of the Eighteenth Workshop on Algorithm Engineering and …, 2016 | 17 | 2016 |
| Analysis and experimental evaluation of time-dependent distance oracles S Kontogiannis, G Michalopoulos, G Papastavrou, A Paraskevopoulos, ... 2015 Proceedings of the Seventeenth Workshop on Algorithm Engineering and …, 2014 | 16 | 2014 |
| LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution G Michalopoulos, I McKillop, A Wong, H Chen Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 12 | 2022 |
| An investigation of evaluation methods in automatic medical note generation AB Abacha, W Yim, G Michalopoulos, T Lin Findings of the Association for Computational Linguistics: ACL 2023, 2575-2588, 2023 | 10* | 2023 |
| Record Fusion via Inference and Data Augmentation A Heidari, G Michalopoulos, IF Ilyas, T Rekatsinas ACM/JMS Journal of Data Science, 2023 | 8* | 2023 |
| Automatic extraction of risk factors for dialysis patients from clinical notes using natural language processing techniques G Michalopoulos, H Qazi, A Wong, Z Butt, H Chen Digital Personalized Health and Medicine, 53-57, 2020 | 4 | 2020 |
| Federated Deep Learning Architecture for Personalized Healthcare H Chen, S Mohapatra, G Michalopoulos, X He, I McKillop Public Health and Informatics, 193-197, 2021 | 3* | 2021 |
| Pretrained Neural Networks Accurately Identify Cancer Recurrence in Medical Record H Kaka, G Michalopoulos, S Subendran, K Decker, P Lambert, M Pitz, ... Challenges of Trustable AI and Added-Value on Health, 93-97, 2022 | 2 | 2022 |
| Revealing Common and Rare Patterns for Peritoneal Dialysis Eligibility Decisions with Association Discovery and Disentanglement P Zhou, AKC Wong, G Michalopoulos, RR Quinn, MJ Oliver, Y Yang, ... 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 2 | 2020 |
| Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data G Michalopoulos, H Chen, A Wong 3rd Clinical Natural Language Processing Workshop, 215--226, 2020 | 2 | 2020 |
| Why Do I Trust Your Model? Building and Explaining Predictive Models for Peritoneal Dialysis Eligibility G Michalopoulos, HH Chen, Y Yang, S Subendran, RR Quinn, MJ Oliver, ... Journal of Computational Vision and Imaging Systems 5 (1), 1-1, 2019 | 1 | 2019 |
| Cohort Characteristics and Factors Associated With Cannabis Use Among Adolescents in Canada Using Pattern Discovery and Disentanglement Method P Zhou, AKC Wong, Y Yang, ST Leatherdale, K Battista, ZA Butt, ... arXiv preprint arXiv:2109.01739, 2021 | | 2021 |
