Jeroen Geerdink

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Top Venues

ICDM (Workshops)

Artif. Intell. Medicine

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Jorn-Jan van de Beld, Shreyasi Pathak, Jeroen Geerdink, Johannes H. Hegeman, Christin Seifert
Feature importance to explain multimodal prediction models. A clinical use case. CoRR (2024)
Shreyasi Pathak, Jörg Schlötterer, Jeroen Veltman, Jeroen Geerdink, Maurice van Keulen, Christin Seifert
Prototype-based Interpretable Breast Cancer Prediction Models: Analysis and Challenges. CoRR (2024)
Meike Nauta, Johannes H. Hegeman, Jeroen Geerdink, Jörg Schlötterer, Maurice van Keulen, Christin Seifert
Interpreting and Correcting Medical Image Classification with PIP-Net. ECAI Workshops (1) (2023)
Meike Nauta, Johannes H. Hegeman, Jeroen Geerdink, Jörg Schlötterer, Maurice van Keulen, Christin Seifert
Interpreting and Correcting Medical Image Classification with PIP-Net. CoRR (2023)
Shreyasi Pathak, Jörg Schlötterer, Jeroen Geerdink, Onno Dirk Vijlbrief, Maurice van Keulen, Christin Seifert
Weakly Supervised Learning for Breast Cancer Prediction on Mammograms in Realistic Settings. CoRR (2023)
Olivier Paalvast, Meike Nauta, Marion Koelle, Jeroen Geerdink, Onno Vijlbrief, Johannes H. Hegeman, Christin Seifert
Radiology report generation for proximal femur fractures using deep classification and language generation models. Artif. Intell. Medicine 128 (2022)
Berk Yenidogan, Shreyasi Pathak, Jeroen Geerdink, Johannes H. Hegeman, Maurice van Keulen
Multimodal Machine Learning for 30-Days Post-Operative Mortality Prediction of Elderly Hip Fracture Patients. ICDM (Workshops) (2021)
Elisa Nguyen, Daphne Theodorakopoulos, Shreyasi Pathak, Jeroen Geerdink, Onno Vijlbrief, Maurice van Keulen, Christin Seifert
A Hybrid Text Classification and Language Generation Model for Automated Summarization of Dutch Breast Cancer Radiology Reports. CogMI (2020)
Frank Ruis, Shreyasi Pathak, Jeroen Geerdink, Johannes H. Hegeman, Christin Seifert, Maurice van Keulen
Human-in-the-loop Language-agnostic Extraction of Medication Data from Highly Unstructured Electronic Health Records. ICDM (Workshops) (2020)
Shreyasi Pathak, Jorit van Rossen, Onno Vijlbrief, Jeroen Geerdink, Christin Seifert, Maurice van Keulen
Post-Structuring Radiology Reports of Breast Cancer Patients for Clinical Quality Assurance. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (6) (2020)
Francesca Marazza, Faiza Allah Bukhsh, Onno Vijlbrief, Jeroen Geerdink, Shreyasi Pathak, Maurice van Keulen, Christin Seifert
Comparing Process Models for Patient Populations: Application in Breast Cancer Care. Business Process Management Workshops (2019)
Shreyasi Pathak, Jorit van Rossen, Onno Vijlbrief, Jeroen Geerdink, Christin Seifert, Maurice van Keulen
Automatic Structuring of Breast Cancer Radiology Reports for Quality Assurance. ICDM Workshops (2018)
Maurice van Keulen, Jeroen Geerdink, Gerard Linssen, Riemer H. J. A. Slart, Onno Vijlbrief
Exploiting Natural Language Processing for Improving Health Processes. SIMPDA (2017)