Expertises

  • Computer Science

    • Models
    • Records
    • Machine Learning
    • Survey
    • Channels
    • Deep Learning
    • Explainable Artificial Intelligence
    • Generation Model

Organisaties

Publicaties

2024
2023
Weakly Supervised Learning for Breast Cancer Prediction on Mammograms in Realistic Settings. ArXiv.org. Pathak, S., Schlötterer, J., Geerdink, J., Vijlbrief, O. D., Keulen, M. v. & Seifert, C.Benchmarking eXplainable AI: A Survey on Available Toolkits and Open ChallengesIn Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023 (pp. 6665-6673). International Joint Conferences on Artificial Intelligence. Le, P. Q., Nauta, M., Nguyen, V. B., Pathak, S., Schlötterer, J. & Seifert, C.
2022
2021
STQS: Interpretable multi-modal Spatial-Temporal-seQuential model for automatic Sleep scoringArtificial intelligence in medicine, 114, Article 102038. Pathak, S., Lu, C., Belur Nagaraj, S., van Putten, M. J. A. M. & Seifert, C.https://doi.org/10.1016/j.artmed.2021.102038A Hybrid Text Classification and Language Generation Model for Automated Summarization of Dutch Breast Cancer Radiology ReportsIn 2020 IEEE Second International Conference on Cognitive Machine Intelligence (CogMI), Article 9319371 (pp. 72-81). IEEE. Nguyen, E., Theodorakopoulos, D., Pathak, S., Geerdink, J., Vijlbrief, O., van Keulen, M. & Seifert, C.https://doi.org/10.1109/CogMI50398.2020.00019
2020
Human-in-the-loop Language-agnostic Extraction of Medication Data from Highly Unstructured Electronic Health RecordsIn 2020 International Conference on Data Mining Workshops (ICDMW), Article 9346382 (pp. 644-650). IEEE. Ruis, F., Pathak, S., Geerdink, J., Hegeman, J. H., Seifert, C. & van Keulen, M.https://doi.org/10.1109/ICDMW51313.2020.00091Post-Structuring Radiology Reports of Breast Cancer Patients for Clinical Quality AssuranceIEEE/ACM Transactions on Computational Biology and Bioinformatics, 17(6), Article 8705380, 1883-1894. Pathak, S., van Rossen, J., Vijlbrief, O., Geerdink, J., Seifert, C. & van Keulen, M.https://doi.org/10.1109/TCBB.2019.2914678

Onderzoeksprofielen

Adres

Universiteit Twente

Zilverling (gebouwnr. 11), kamer 4057
Hallenweg 19
7522 NH Enschede

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