Johannes H. Hegeman

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Language Generation

Top Venues

ICDM (Workshops)

Artif. Intell. Medicine

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)
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)
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)
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)
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)