Deep learning assessment of breast terminal duct lobular unit involution: Towards automated prediction of breast cancer risk

Terminal duct lobular unit (TDLU) involution is the regression of milk-producing structures in the breast. Women with less TDLU involution are more likely to develop breast cancer. A major bottleneck in studying TDLU involution in large cohort studies is the need for labor-intensive manual assessmen...

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Veröffentlicht in:PLoS One
Hauptverfasser: Wetstein, Suzanne C., Onken, Allison M., Luffman, Christina, Baker, Gabrielle M., Pyle, Michael E., Kensler, Kevin H., Liu, Ying, Bakker, Bart, Vlutters, Ruud, van Leeuwen, Marinus B., Collins, Laura C., Schnitt, Stuart J., Pluim, Josien P. W., Tamimi, Rulla M., Heng, Yujing J., Veta, Mitko
Format: Artigo
Sprache:Inglês
Veröffentlicht: Public Library of Science 2020
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Research Article
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7159218/
https://ncbi.nlm.nih.gov/pubmed/32294107
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0231653
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