Liesbeth Vandewinckele

Machine learning applications in radiation oncology: Current use and needs to support clinical implementation

Charlotte L. Brouwer, Anna M. Dinkla, Liesbeth Vandewinckele et al. · Physics and Imaging in Radiation Oncology · 2020 · 75 citations · Full text

Treatment plan prediction for lung IMRT using deep learning based fluence map generation

Liesbeth Vandewinckele, Siri Willems, Maarten Lambrecht et al. · Physica Medica · 2022 · 21 citations · Full text

Engineering, Machine Learning, Medical Imaging +10

Clinical evaluation of a deep learning model for segmentation of target volumes in breast cancer radiotherapy

P. Buelens, Siri Willems, Liesbeth Vandewinckele et al. · Radiotherapy and Oncology · 2022 · 18 citations · Full text

Engineering, Machine Learning, Deep Learning Model +16

Segmentation of head-and-neck organs-at-risk in longitudinal CT scans combining deformable registrations and convolutional neural networks

Liesbeth Vandewinckele, Siri Willems, David Robben et al. · Computer Methods in Biomechanics and Biomedical Engineering Imaging & Visualization · 2019 · 16 citations

Medical Image Segmentation, Engineering, Machine Learning +23