J. H. (Han) Hegeman

According to our database, J. H. (Han) Hegeman authored at least 7 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Feature Importance to Explain Multimodal Prediction Models. a Clinical Use Case.

Jorn-Jan van de Beld, Shreyasi Pathak, Jeroen Geerdink, Johannes H. Hegeman, Christin Seifert

Proceedings of the Explainable Artificial Intelligence, 2024

2023

Interpreting and Correcting Medical Image Classification with PIP-Net.

Meike Nauta, Johannes H. Hegeman, Jeroen Geerdink, Jörg Schlötterer, Maurice van Keulen, Christin Seifert

Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023

2022

Radiology report generation for proximal femur fractures using deep classification and language generation models.

Olivier Paalvast, Meike Nauta, Marion Koelle, Jeroen Geerdink, Onno Vijlbrief, Johannes H. Hegeman, Christin Seifert

Artif. Intell. Medicine, 2022

2021

Feasibility and Usability of Wearable Devices for Ambulatory Monitoring of the Rehabilitation Process of Older Patients after Hip Fracture Surgery.

Dieuwke van Dartel, Johannes H. Hegeman, Miriam M. R. Vollenbroek-Hutten

Proceedings of the 18th International Conference on Wireless Networks and Mobile Systems, 2021

Multimodal Machine Learning for 30-Days Post-Operative Mortality Prediction of Elderly Hip Fracture Patients.

Berk Yenidogan, Shreyasi Pathak, Jeroen Geerdink, Johannes H. Hegeman, Maurice van Keulen

Proceedings of the 2021 International Conference on Data Mining, 2021

2020

Human-in-the-loop Language-agnostic Extraction of Medication Data from Highly Unstructured Electronic Health Records.

Frank Ruis, Shreyasi Pathak, Jeroen Geerdink, Johannes H. Hegeman, Christin Seifert, Maurice van Keulen

Proceedings of the 20th International Conference on Data Mining Workshops, 2020

2018

Insufficient Behavioral Change Skill Hampers Adoption of Ehealth Services.

Miriam M. R. Vollenbroek-Hutten, Tess Goolkate, Michele Lankheet, J. H. (Han) Hegeman, Gozewijn Dirk Laverman, Bert-Jan van Beijnum

Proceedings of the 4th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2018