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2020 – today
- 2024
[c6]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. xAI (4) 2024: 84-101- [i2]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 abs/2404.18631 (2024) - 2023
- [c5]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: 198-215 - [i1]Meike Nauta, Johannes H. Hegeman, Jeroen Geerdink, Jörg Schlötterer, Maurice van Keulen, Christin Seifert:
Interpreting and Correcting Medical Image Classification with PIP-Net. CoRR abs/2307.10404 (2023) - 2022
- [j1]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: 102281 (2022) - 2021
- [c4]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: 508-516 - [c3]Dieuwke van Dartel, Johannes H. Hegeman, Miriam M. R. Vollenbroek-Hutten:
Feasibility and Usability of Wearable Devices for Ambulatory Monitoring of the Rehabilitation Process of Older Patients after Hip Fracture Surgery. WINSYS 2021: 59-66 - 2020
- [c2]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: 644-650
2010 – 2019
- 2018
- [c1]Miriam M. R. Vollenbroek-Hutten, Tess Goolkate, Michele Lankheet, J. H. (Han) Hegeman, Gozewijn Dirk Laverman, Bert-Jan van Beijnum:
Insufficient Behavioral Change Skill Hampers Adoption of Ehealth Services. ICT4AWE 2018: 119-125
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