Michiel Kallenberg

Unsupervised Deep Learning Applied to Breast Density Segmentation and Mammographic Risk Scoring

Michiel Kallenberg, Kersten Petersen, Mads Nielsen et al. · IEEE Transactions on Medical Imaging · 2016 · 437 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +21

Volumetric Breast Density Estimation from Full-Field Digital Mammograms: A Validation Study

Albert Gubern‐Mérida, Michiel Kallenberg, Bram Platel et al. · PLoS ONE · 2014 · 157 citations · Full text

Breast Segmentation and Density Estimation in Breast MRI: A Fully Automatic Framework

Albert Gubern‐Mérida, Michiel Kallenberg, Ritse M. Mann et al. · IEEE Journal of Biomedical and Health Informatics · 2014 · 129 citations

Engineering, Breast Mri, Diagnosis +20

Volumetric Breast Density from Full-Field Digital Mammograms and Its Association with Breast Cancer Risk Factors: A Comparison with a Threshold Method

Mariëtte Lokate, Michiel Kallenberg, Nico Karssemeijer et al. · Cancer Epidemiology Biomarkers & Prevention · 2010 · 60 citations

Segmentation of the Pectoral Muscle in Breast MRI Using Atlas-Based Approaches

Albert Gubern‐Mérida, Michiel Kallenberg, Robert Martí et al. · Lecture notes in computer science · 2012 · 50 citations

Imaging Anatomy, Engineering, Medical Imaging +10