Katharina Holland

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

Using deep learning to segment breast and fibroglandular tissue in MRI volumes

Mehmet Ufuk Dalmış, Geert Litjens, Katharina Holland et al. · Medical Physics · 2016 · 211 citations · Full text

Volumetric breast density affects performance of digital screening mammography

Johanna O. P. Wanders, Katharina Holland, Wouter B. Veldhuis et al. · Breast Cancer Research and Treatment · 2016 · 158 citations · Full text

The effect of volumetric breast density on the risk of screen-detected and interval breast cancers: a cohort study

Johanna O. P. Wanders, Katharina Holland, Nico Karssemeijer et al. · Breast Cancer Research · 2017 · 81 citations · Full text

Influence of breast compression pressure on the performance of population-based mammography screening

Katharina Holland, Ioannis Sechopoulos, Ritse M. Mann et al. · Breast Cancer Research · 2017 · 62 citations · Full text