Expertises
Engineering & Materials Science
# Network Protocols
# Quality Assurance
# Radiology
# Sleep
Mathematics
# Breast Cancer
# Conditional Random Fields
# Process Model
# Quality Assurance
Verbonden aan
Publicaties
Recent
Pathak, S.
, Lu, C., Belur Nagaraj, S.
, van Putten, M. J. A. M.
, & Seifert, C. (2021).
STQS: Interpretable multi-modal Spatial-Temporal-seQuential model for automatic Sleep scoring.
Artificial intelligence in medicine,
114, [102038].
https://doi.org/10.1016/j.artmed.2021.102038
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
20th International Conference on Data Mining Workshops 2020 IEEE EDS.
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.
Pathak, S., van Rossen, J., Vijlbrief, O., Geerdink, J.
, Seifert, C.
, & van Keulen, M. (2018).
Automatic structuring of breast cancer radiology reports for quality assurance. In J. Yu, Z. Li, H. Tong, & F. Zhu (Eds.),
Proceedings of the Workshop on Data Mining in Biomedical Informatics and Healthcare (DMBIH 2018) (Vol. 2018-November, pp. 732-739). [8637387] IEEE Computer Society.
https://doi.org/10.1109/ICDMW.2018.00111
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Bezoekadres
Universiteit Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling
(gebouwnr. 11), kamer 4057
Hallenweg 19
7522NH Enschede
Postadres
Universiteit Twente
Faculty of Electrical Engineering, Mathematics and Computer Science
Zilverling
4057
Postbus 217
7500 AE Enschede