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Madhumita Sushil
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Year
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
322018
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
192017
Rule induction for global explanation of trained models
M Sushil, S Šuster, W Daelemans
Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and …, 2018
172018
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
92013
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
62021
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
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
22017
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
12018
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
Exploring and Understanding Neural Models for Clinical Tasks
M Sushil
University of Antwerp, 2021
2021
Why can't memory networks read effectively?
S Šuster, M Sushil, W Daelemans
arXiv preprint arXiv:1910.07350, 2019
2019
Mining gold from EMRs: using clinical notes to automate patient screenings
M Beeksma, M Sushil, P Fivez, S Šuster, F Kunneman, G Ghanem, ...
Lessons learned from clinical language processing
M Sushil
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Articles 1–13