Concepedia

Breast Density Segmentation

Breast Density Segmentation is a computational imaging method that delineates fibroglandular tissue regions within mammographic images to quantify breast density, distinguishing itself from other segmentation techniques by specifically targeting tissue types relevant to cancer risk assessment.

153

Publications

7K

Citations

706

Authors

303

Institutions

Publications per year

2017–2026

48

Parents

Publications

153

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

, , +17

Automated classification of parenchymal patterns in mammograms

Nico Karssemeijer · Physics in Medicine and Biology · 1998 · 276 citations

, , +16

A Novel Breast Tissue Density Classification Methodology

Arnau Oliver, Jordi Freixenet, Robert Martí et al. · IEEE Transactions on Information Technology in Biomedicine · 2008 · 232 citations

, , +17

Estimation of breast percent density in raw and processed full field digital mammography images via adaptive fuzzy c‐means clustering and support vector machine segmentation

Brad M. Keller, D. Nathan, Yan Wang et al. · Medical Physics · 2012 · 215 citations · Full text

, , +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

, , +14

1–5 of 153

Authors

706

  1. JC
    Jeon‐Hor Chen

    University of California, Irvine, United States

    15 publications · 644 citations

    13

    h-index

  2. MS
    Min‐Ying Su

    University of California, Irvine, United States

    14 publications · 625 citations

    12

    h-index

  3. SC
    Si‐Wa Chan

    University of California, Irvine, United States

    9 publications · 463 citations

    9

    h-index

  4. ON
    Orhan Nalcioğlu

    University of California, Irvine, United States

    7 publications · 423 citations

    7

    h-index

  5. RC
    Ruey‐Feng Chang

    National Taiwan University, Taiwan

    6 publications · 119 citations

    6

    h-index

1–5 of 706

Institutions

303

  1. University of California, Irvine

    Irvine, United States

    15 h-index

    88 publications

    4K citations

  2. China Medical University

    Taichung, Taiwan

    9 h-index

    27 publications

    1.4K citations

  3. Radboud University Nijmegen

    Nijmegen, The Netherlands

    9 h-index

    26 publications

    3.5K citations

  4. I-Shou University

    Kaohsiung City, Taiwan

    9 h-index

    9 publications

    238 citations

  5. China Medical University Hospital

    Taichung, Taiwan

    8 h-index

    22 publications

    1.3K citations

  6. E-Da Hospital

    Kaohsiung City, Taiwan

    7 h-index

    7 publications

    200 citations

  7. Radboud University Medical Center

    Nijmegen, The Netherlands

    7 h-index

    24 publications

    3.2K citations

  8. University of Pennsylvania

    Philadelphia, United States

    6 h-index

    29 publications

    2.6K citations

1–8 of 303

Venues

  1. Medical Physics

    23 publications · 1.6K citations

    19

    h-index

  2. Journal of Digital Imaging

    9 publications · 293 citations

    9

    h-index

  3. Physics in Medicine and Biology

    6 publications · 453 citations

    6

    h-index

  4. Computer Methods and Programs in Biomedicine

    5 publications · 310 citations

    5

    h-index

  5. Academic Radiology

    5 publications · 153 citations

    5

    h-index

1–5