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S. Pathak MSc (Shreyasi)

PhD Candidate

Expertise

Engineering & Materials Science
Health
Machine Learning
Quality Assurance
Radiology
Sleep
Mathematics
Breast Cancer
Quality Assurance
Sleep

Publications

Recent
Yenidogan, B. , Pathak, S., Geerdink, J., Hegeman, J. H. , & Van Keulen, M. (2022). Multimodal Machine Learning for 30-Days Post-Operative Mortality Prediction of Elderly Hip Fracture Patients. In B. Xue, M. Pechenizkiy, & Y. S. Koh (Eds.), Proceedings - 21st IEEE International Conference on Data Mining Workshops, ICDMW 2021 (pp. 508-516). (IEEE International Conference on Data Mining Workshops, ICDMW; Vol. 2021-December). IEEE Computer Society. https://doi.org/10.1109/ICDMW53433.2021.00068
Nguyen, E., Theodorakopoulos, D. , Pathak, S., Geerdink, J., Vijlbrief, O. , van Keulen, M. , & Seifert, C. (2021). A Hybrid Text Classification and Language Generation Model for Automated Summarization of Dutch Breast Cancer Radiology Reports. In 2020 IEEE Second International Conference on Cognitive Machine Intelligence (CogMI) (pp. 72-81). [9319371] IEEE. https://doi.org/10.1109/CogMI50398.2020.00019
Ruis, F. , Pathak, S., Geerdink, J., Hegeman, J. H. , Seifert, C. , & van Keulen, M. (2020). Human-in-the-loop Language-agnostic Extraction of Medication Data from Highly Unstructured Electronic Health Records. In 2020 International Conference on Data Mining Workshops (ICDMW) (pp. 644-650). [9346382] (International Conference on Data Mining Workshops (ICDMW); Vol. 2020). IEEE. https://doi.org/10.1109/ICDMW51313.2020.00091
Marazza, F. , Bukhsh, F. A., Geerdink, J., Vijlbrief, O. , Pathak, S. , van Keulen, M. , & Seifert, C. (2020). Automatic Process Comparison for Subpopulations: Application in Cancer Care. International journal of environmental research and public health, 17(16), 1-23. [5707]. https://doi.org/10.3390/ijerph17165707
Pathak, S., van Rossen, J., Vijlbrief, O., Geerdink, J. , Seifert, C. , & van Keulen, M. (2020). Post-Structuring Radiology Reports of Breast Cancer Patients for Clinical Quality Assurance. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 17(6), 1883-1894. [8705380]. https://doi.org/10.1109/TCBB.2019.2914678
Marazza, F. , Bukhsh, F. A., Vijlbrief, O., Geerdink, J. , Pathak, S. , van Keulen, M. , & Seifert, C. (2019). Comparing Process Models for Patient Populations: Application in Breast Cancer Care. In C. Di Francescomarino, R. Dijkman, & U. Zdun (Eds.), Business Process Management Workshops - BPM 2019 International Workshops, Revised Selected Papers (pp. 496-507). (Lecture Notes in Business Information Processing; Vol. 362). Springer. https://doi.org/10.1007/978-3-030-37453-2_40
Marazza, F. , Bukhsh, F. A., Vijlbrief, O., Geerdink, J. , Pathak, S. , van Keulen, M. , & Seifert, C. (2019). Comparing Process Models for Patient Populations: Application in Breast Cancer Care. Paper presented at International Workshop Process-Oriented Data Science for Healthcare 2019, Vienna, Austria.

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Contact Details

Visiting Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling (building no. 11), room 4057
Hallenweg 19
7522NH  Enschede
The Netherlands

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Mailing Address

University of Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling  4057
P.O. Box 217
7500 AE Enschede
The Netherlands

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