Expertise

  • Computer Science

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

Organisations

Publications

2024
2023
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AIACM computing surveys, 55(13s), Article 295. Nauta, M., Trienes, J., Pathak, S., Nguyen, E., Peters, M., Schmitt, Y., Schlötterer, J., Van Keulen, M. & Seifert, C.https://doi.org/10.1145/3583558Weakly 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/ICDMW51313.2020.00091

Research profiles

Address

University of Twente

Zilverling (building no. 11), room 4057
Hallenweg 19
7522 NH Enschede
Netherlands

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