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 · 438 citations

Computing, Computer Science, Radiology +17

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

Mehmet Ufuk Dalmış, Geert Litjens, Katharina Holland et al. · Medical Physics · 2016 · 212 citations · Full text

Computing, Computer Science, Radiology +14

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 · 162 citations · Full text

Medicine, Radiology, Cancer Screening +14

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 · 83 citations · Full text

Medicine, Oncology, Radiology +16

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 · 64 citations · Full text

Medicine, Biostatistics, Radiology +17