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J. H. (Han) Hegeman

Johannes H. Hegeman

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2020 – today

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2024
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  - journals/corr/abs-2404-18631
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  - https://dblp.org/rec/journals/corr/abs-2404-18631
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
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  - conf/ecai/NautaHGSKS23
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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
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  - journals/corr/abs-2307-10404
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  - https://dblp.org/rec/journals/corr/abs-2307-10404
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
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  - journals/artmed/PaalvastNKGVHS22
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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
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  - conf/incdm/YenidoganPGHK21
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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
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  - conf/winsys/DartelHV21
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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
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  - conf/icdm/RuisPGHSK20
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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

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2018
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  - conf/ict4ageingwell/Vollenbroek-Hutten18
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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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