| Patient representation learning and interpretable evaluation using clinical notes M Sushil, S Šuster, K Luyckx, W Daelemans Journal of biomedical informatics 84, 103-113, 2018 | 43 | 2018 |
| Rule induction for global explanation of trained models M Sushil, S Šuster, W Daelemans Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and …, 2018 | 23 | 2018 |
| Counting trees in random forests: predicting symptom severity in psychiatric intake reports E Scheurwegs, M Sushil, S Tulkens, W Daelemans, K Luyckx Journal of biomedical informatics 75, S112-S119, 2017 | 23 | 2017 |
| Are we there yet? Exploring clinical domain knowledge of BERT models M Sushil, S Suster, W Daelemans Proceedings of the 20th Workshop on Biomedical Language Processing, 41-53, 2021 | 19 | 2021 |
| Integration of Safety and Smartness Using Cloud Services: An Insight to Future N Tekriwal, Madhumita, PV Krishna Innovations and Advances in Computer, Information, Systems Sciences, and …, 2013 | 9 | 2013 |
| Bottom-up and top-down paradigms of artificial intelligence research approaches to healthcare data science using growing real-world big data M Wang, M Sushil, BY Miao, AJ Butte Journal of the American Medical Informatics Association 30 (7), 1323-1332, 2023 | 2 | 2023 |
| Developing a general-purpose clinical language inference model from a large corpus of clinical notes M Sushil, D Ludwig, AJ Butte, VA Rudrapatna arXiv preprint arXiv:2210.06566, 2022 | 2 | 2022 |
| Contextual explanation rules for neural clinical classifiers M Sushil, S Suster, W Daelemans Proceedings of the 20th Workshop on Biomedical Language Processing, 202-212, 2021 | 2* | 2021 |
| Revisiting neural relation classification in clinical notes with external information S Šuster, M Sushil, W Daelemans Workshop on Health Text Mining and Information Analysis (LOUHI), workshop at …, 2018 | 2 | 2018 |
| Unsupervised patient representations from clinical notes with interpretable classification decisions M Sushil, S Šuster, K Luyckx, W Daelemans Workshop on Machine Learning for Health, NeurIPS 2017, 2017 | 2 | 2017 |
| Assessing clinical acuity in the Emergency Department using the GPT-3.5 Artificial Intelligence Model CYK Williams, T Zack, BY Miao, M Sushil, M Wang, AJ Butte medRxiv, 2023.08. 09.23293795, 2023 | 1 | 2023 |
| SA50 Topic Modeling on Social Work Notes for Exploring Social Determinants of Health Factors S Sun, A Butte, M Sushil Value in Health 25 (7), S613-S614, 2022 | 1 | 2022 |
| S1012 Algorithmic Identification of Treatment-Emergent Adverse Events From Clinical Notes Using Large Language Models: A Pilot Study in Inflammatory Bowel Disease AL Silverman, M Sushil, B Bhasuran, D Ludwig, J Buchanan, R Racz, ... Official journal of the American College of Gastroenterology| ACG 118 (10S …, 2023 | | 2023 |
| Large Language Models as Agents in the Clinic N Mehandru, BY Miao, ER Almaraz, M Sushil, AJ Butte, A Alaa arXiv preprint arXiv:2309.10895, 2023 | | 2023 |
| Extracting detailed oncologic history and treatment plan from medical oncology notes with large language models M Sushil, VE Kennedy, BY Miao, D Mandair, T Zack, AJ Butte arXiv preprint arXiv:2308.03853, 2023 | | 2023 |
| Revealing the impact of social circumstances on the selection of cancer therapy through natural language processing of social work notes S Sun, T Zack, CYK Williams, AJ Butte, M Sushil arXiv preprint arXiv:2306.09877, 2023 | | 2023 |
| Cross-institution text mining to uncover clinical associations: a case study relating social factors and code status in intensive care medicine M Sushil, AJ Butte, E Schuit, M van Smeden, AM Leeuwenberg arXiv preprint arXiv:2301.06570, 2023 | | 2023 |
| Algorithmic identification of treatment-emergent adverse events from clinical notes using large language models: a pilot study in inflammatory bowel disease AL Silverman, M Sushil, B Bhasuran, D Ludwig, J Buchanan, R Racz, ... medRxiv, 2023.09. 06.23295149, 2023 | | 2023 |
| Topic Modeling on Clinical Social Work Notes for Exploring Social Determinants of Health Factors S Sun, T Zack, M Sushil, AJ Butte arXiv preprint arXiv:2212.01462, 2022 | | 2022 |
| Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop I Sorodoc, M Sushil, E Takmaz, E Agirre Proceedings of the 16th Conference of the European Chapter of the …, 2021 | | 2021 |
Walter DaelemansProfessor of Computational Linguistics, University of AntwerpVerified email at uantwerpen.be
