Jeroen Geerdink

Comparing three machine learning approaches to design a risk assessment tool for future fractures: predicting a subsequent major osteoporotic fracture in fracture patients with osteopenia and osteoporosis

Bram C.S. de Vries, Johannes H. Hegeman, W. S. Nijmeijer et al. · Osteoporosis International · 2021 · 62 citations · Full text

Skeletal Trauma, Fracture Patients, Disease Risk Assessment +12

Post-Structuring Radiology Reports of Breast Cancer Patients for Clinical Quality Assurance

Shreyasi Pathak, Jorit van Rossen, Onno Vijlbrief et al. · IEEE/ACM Transactions on Computational Biology and Bioinformatics · 2019 · 16 citations · Full text

Breast Oncology, Engineering, Machine Learning +28

Accurate and Reliable Classification of Unstructured Reports on Their Diagnostic Goal Using BERT Models

Max Tigo Rietberg, Van Bach Nguyen, Jeroen Geerdink et al. · Diagnostics · 2023 · 16 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +27

Automatic Process Comparison for Subpopulations: Application in Cancer Care

Francesca Marazza, Faiza Allah Bukhsh, Jeroen Geerdink et al. · International Journal of Environmental Research and Public Health · 2020 · 14 citations · Full text

Engineering, Similarity Measure, Epidemiology Of Cancer +18

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

Olivier Paalvast, Meike Nauta, Marion Koelle et al. · Artificial Intelligence in Medicine · 2022 · 12 citations · Full text