Cargando…

Deep Learning Image Analysis of Benign Breast Disease to Identify Subsequent Risk of Breast Cancer

BACKGROUND: New biomarkers of risk may improve breast cancer (BC) risk prediction. We developed a computational pathology method to segment benign breast disease (BBD) whole slide images into epithelium, fibrous stroma, and fat. We applied our method to the BBD BC nested case-control study within th...

Descripción completa

Detalles Bibliográficos
Autores principales:	Vellal, Adithya D, Sirinukunwattan, Korsuk, Kensler, Kevin H, Baker, Gabrielle M, Stancu, Andreea L, Pyle, Michael E, Collins, Laura C, Schnitt, Stuart J, Connolly, James L, Veta, Mitko, Eliassen, A Heather, Tamimi, Rulla M, Heng, Yujing J
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7898083/ https://www.ncbi.nlm.nih.gov/pubmed/33644680 http://dx.doi.org/10.1093/jncics/pkaa119

Ejemplares similares

Associations of reproductive breast cancer risk factors with breast tissue composition
por: Yaghjyan, Lusine, et al.
Publicado: (2021)

Androgen receptor expression in normal breast tissue and subsequent breast cancer risk
por: Kensler, Kevin H., et al.
Publicado: (2018)

The impact of mammographic screening on the subsequent breast cancer risk associated with biopsy-proven benign breast disease
por: Beca, Francisco, et al.
Publicado: (2021)

Deep learning assessment of breast terminal duct lobular unit involution: Towards automated prediction of breast cancer risk
por: Wetstein, Suzanne C., et al.
Publicado: (2020)

Immunohistochemistry scoring of breast tumor tissue microarrays: A comparison study across three software applications
por: Baker, Gabrielle M., et al.
Publicado: (2022)

Columnar cell lesions and subsequent breast cancer risk: a nested case-control study
por: Aroner, Sarah A, et al.
Publicado: (2010)

Expression of estrogen receptor, progesterone receptor, and Ki67 in normal breast tissue in relation to subsequent risk of breast cancer
por: Oh, Hannah, et al.
Publicado: (2016)

Benign breast disease, recent alcohol consumption, and risk of breast cancer: a nested case–control study
por: Tamimi, Rulla M, et al.
Publicado: (2005)

EZH2 protein expression in normal breast epithelium and risk of breast cancer: results from the Nurses’ Health Studies
por: Beca, Francisco, et al.
Publicado: (2017)

Prognostic and predictive value of androgen receptor expression in postmenopausal women with estrogen receptor-positive breast cancer: results from the Breast International Group Trial 1–98
por: Kensler, Kevin H., et al.
Publicado: (2019)

Postmenopausal mammographic breast density and subsequent breast cancer risk according to selected tissue markers
por: Yaghjyan, Lusine, et al.
Publicado: (2015)

Breast cancer risk factors in relation to estrogen receptor, progesterone receptor, insulin-like growth factor-1 receptor, and Ki67 expression in normal breast tissue
por: Oh, Hannah, et al.
Publicado: (2017)

Luminal B breast tumors are not HER2 positive – authors' response
por: Tamimi, Rulla M, et al.
Publicado: (2008)

Androgen Receptor Expression in Breast Cancer in Relation to Molecular Phenotype: Results from the Nurses’ Health Study
por: Collins, Laura C., et al.
Publicado: (2011)

Associations of alcohol consumption with breast tissue composition
por: Yaghjyan, Lusine, et al.
Publicado: (2023)

Digital pathology: 15th European congress, ECDP 2019, Warwick, UK, april 10-13, 2019, proceedings
por: Reyes-Aldasoro, Constantino Carlos, et al.
Publicado: (2019)

Alcohol Intake Between Menarche and First Pregnancy: A Prospective Study of Breast Cancer Risk
por: Liu, Ying, et al.
Publicado: (2013)

Comparison of molecular phenotypes of ductal carcinoma in situ and invasive breast cancer
por: Tamimi, Rulla M, et al.
Publicado: (2008)

Association of body mass index and inflammatory dietary pattern with breast cancer pathologic and genomic immunophenotype in the nurses’ health study
por: Asad, Sarah, et al.
Publicado: (2022)

Automated clear cell renal carcinoma grade classification with prognostic significance
por: Tian, Katherine, et al.
Publicado: (2019)

History of breast feeding and risk of incident endometriosis: prospective cohort study
por: Farland, Leslie V, et al.
Publicado: (2017)

Parity, breastfeeding, and breast cancer risk by hormone receptor status and molecular phenotype: results from the Nurses’ Health Studies
por: Fortner, Renée T., et al.
Publicado: (2019)

Associations of aspirin and other anti-inflammatory medications with breast cancer risk by the status of COX-2 expression
por: Yaghjyan, Lusine, et al.
Publicado: (2022)

Erythrocyte membrane fatty acids and breast cancer risk by tumor tissue expression of immuno-inflammatory markers and fatty acid synthase: a nested case-control study
por: McGee, Emma E., et al.
Publicado: (2020)

Single nucleotide polymorphisms and breast cancer: not yet a success story
por: Tamimi, Rulla M
Publicado: (2006)

Genetic Alterations in Benign Breast Biopsies of Subsequent Breast Cancer Patients
por: Soysal, Savas D., et al.
Publicado: (2019)

Low dose environmental radon exposure and breast tumor gene expression
por: Peng, Cheng, et al.
Publicado: (2020)

Adolescent alcohol, nuts, and fiber: combined effects on benign breast disease risk in young women
por: Berkey, Catherine S., et al.
Publicado: (2020)

Nuclear morphometric features in benign breast tissue and risk of subsequent breast cancer
por: Cui, Yan, et al.
Publicado: (2006)

Somatic genetic aberrations in benign breast disease and the risk of subsequent breast cancer
por: Zeng, Zexian, et al.
Publicado: (2020)

Deep learning-based grading of ductal carcinoma in situ in breast histopathology images
por: Wetstein, Suzanne C., et al.
Publicado: (2021)

Mitosis Counting in Breast Cancer: Object-Level Interobserver Agreement and Comparison to an Automatic Method
por: Veta, Mitko, et al.
Publicado: (2016)

MicroRNA expression in benign breast tissue and risk of subsequent invasive breast cancer
por: Rohan, Thomas, et al.
Publicado: (2018)

Somatic mutations in benign breast disease tissue and risk of subsequent invasive breast cancer
por: Rohan, Thomas E., et al.
Publicado: (2018)

Infiltrating immune cells in benign breast disease and risk of subsequent invasive breast cancer
por: Rohan, Thomas E., et al.
Publicado: (2021)

Dietary Intake of Branched Chain Amino Acids and Breast Cancer Risk in the NHS and NHS II Prospective Cohorts
por: Tobias, Deirdre K, et al.
Publicado: (2021)

Automatic Nuclei Segmentation in H&E Stained Breast Cancer Histopathology Images
por: Veta, Mitko, et al.
Publicado: (2013)

Physical activity and breast cancer survival: results from the Nurses’ Health Studies
por: Fortner, Renée Turzanski, et al.
Publicado: (2022)

Alcohol consumption and breast tumor gene expression
por: Wang, Jun, et al.
Publicado: (2017)

Biomarkers expression in benign breast diseases and risk of subsequent breast cancer: a case–control study
por: Posso, Margarita, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_1blm8gb1qft5tv5nvv2flv0er6