Jeroen Geerdink

17 papers Journal 8Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Breast cancer prediction using mammography exams for real hospital settings.
Comput. Biol. Medicine
Shreyasi Pathak, Jörg Schlötterer, Jeroen Geerdink, Jeroen Veltman, Maurice van Keulen, Nicola Strisciuglio, Christin Seifert
2025 J jnl
The DRAGON benchmark for clinical NLP.
npj Digit. Medicine
Joeran S. Bosma, Koen Dercksen, Luc Builtjes, Romain André, Christian Roest, Stefan J. Fransen, Constant R. Noordman, Mar Navarro-Padilla, Judith Lefkes, Natália Alves, Max J. J. de Grauw, Leander van Eekelen, Joey Spronck, Megan Schuurmans, Bram De Wilde, Ward Hendrix, Witali Aswolinskiy, Anindo Saha, Jasper J. Twilt, Daan Geijs, Jeroen Veltman, Derya Yakar, Maarten de Rooij, Francesco Ciompi, Alessa Hering, Jeroen Geerdink, Henkjan Huisman, Quintin van Lohuizen, Michelle Stegeman, Karlijn Rutten, Inge M. E. Smit, Gijs Stultiens, Christiaan G. Overduin, M. J. C. M. Rutten, Ernst Th. Scholten, Rachel S. van der Post, Katrien Grunberg, Shoko Vos, Elise M. G. Taken, Iris D. Nagtegaal, Anne Mickan, Miriam Groeneveld, Paul K. Gerke, James A. Meakin, Monika Looijen-Salamon, Tijmen L. M. de Haas, Fabian Hoitsma, Marina D'Amato
2024 — conf
Feature Importance to Explain Multimodal Prediction Models. a Clinical Use Case.
xAI (4)
Jorn-Jan van de Beld, Shreyasi Pathak, Jeroen Geerdink, Johannes H. Hegeman, Christin Seifert
2024 J jnl
Feature importance to explain multimodal prediction models. A clinical use case.
CoRR
Jorn-Jan van de Beld, Shreyasi Pathak, Jeroen Geerdink, Johannes H. Hegeman, Christin Seifert
2024 — conf
Prototype-Based Interpretable Breast Cancer Prediction Models: Analysis and Challenges.
xAI (1)
Shreyasi Pathak, Jörg Schlötterer, Jeroen Veltman, Jeroen Geerdink, Maurice van Keulen, Christin Seifert
2024 J jnl
Prototype-based Interpretable Breast Cancer Prediction Models: Analysis and Challenges.
CoRR
Shreyasi Pathak, Jörg Schlötterer, Jeroen Veltman, Jeroen Geerdink, Maurice van Keulen, Christin Seifert
2023 — conf
Interpreting and Correcting Medical Image Classification with PIP-Net.
ECAI Workshops (1)
Meike Nauta, Johannes H. Hegeman, Jeroen Geerdink, Jörg Schlötterer, Maurice van Keulen, Christin Seifert
2023 J jnl
Interpreting and Correcting Medical Image Classification with PIP-Net.
CoRR
Meike Nauta, Johannes H. Hegeman, Jeroen Geerdink, Jörg Schlötterer, Maurice van Keulen, Christin Seifert
2023 J jnl
Weakly Supervised Learning for Breast Cancer Prediction on Mammograms in Realistic Settings.
CoRR
Shreyasi Pathak, Jörg Schlötterer, Jeroen Geerdink, Onno Dirk Vijlbrief, Maurice van Keulen, Christin Seifert
2022 J jnl
Radiology report generation for proximal femur fractures using deep classification and language generation models.
Artif. Intell. Medicine
Olivier Paalvast, Meike Nauta, Marion Koelle, Jeroen Geerdink, Onno Vijlbrief, Johannes H. Hegeman, Christin Seifert
2021 — conf
Multimodal Machine Learning for 30-Days Post-Operative Mortality Prediction of Elderly Hip Fracture Patients.
ICDM (Workshops)
Berk Yenidogan, Shreyasi Pathak, Jeroen Geerdink, Johannes H. Hegeman, Maurice van Keulen
2020 — conf
A Hybrid Text Classification and Language Generation Model for Automated Summarization of Dutch Breast Cancer Radiology Reports.
CogMI
Elisa Nguyen, Daphne Theodorakopoulos, Shreyasi Pathak, Jeroen Geerdink, Onno Vijlbrief, Maurice van Keulen, Christin Seifert
2020 — conf
Human-in-the-loop Language-agnostic Extraction of Medication Data from Highly Unstructured Electronic Health Records.
ICDM (Workshops)
Frank Ruis, Shreyasi Pathak, Jeroen Geerdink, Johannes H. Hegeman, Christin Seifert, Maurice van Keulen
2020 J jnl
Post-Structuring Radiology Reports of Breast Cancer Patients for Clinical Quality Assurance.
IEEE ACM Trans. Comput. Biol. Bioinform.
Shreyasi Pathak, Jorit van Rossen, Onno Vijlbrief, Jeroen Geerdink, Christin Seifert, Maurice van Keulen
2019 — conf
Comparing Process Models for Patient Populations: Application in Breast Cancer Care.
Business Process Management Workshops
Francesca Marazza, Faiza Allah Bukhsh, Onno Vijlbrief, Jeroen Geerdink, Shreyasi Pathak, Maurice van Keulen, Christin Seifert
2018 — conf
Automatic Structuring of Breast Cancer Radiology Reports for Quality Assurance.
ICDM Workshops
Shreyasi Pathak, Jorit van Rossen, Onno Vijlbrief, Jeroen Geerdink, Christin Seifert, Maurice van Keulen
2017 — conf
Exploiting Natural Language Processing for Improving Health Processes.
SIMPDA
Maurice van Keulen, Jeroen Geerdink, Gerard Linssen, Riemer H. J. A. Slart, Onno Vijlbrief