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  1. Article

    Open Access

    Human-interpretable image features derived from densely mapped cancer pathology slides predict diverse molecular phenotypes

    Computational methods have made substantial progress in improving the accuracy and throughput of pathology workflows for diagnostic, prognostic, and genomic prediction. Still, lack of interpretability remains ...

    James A. Diao, Jason K. Wang, Wan Fung Chui, Victoria Mountain in Nature Communications (2021)

  2. Article

    Open Access

    Pitfalls in assessing stromal tumor infiltrating lymphocytes (sTILs) in breast cancer

    Stromal tumor-infiltrating lymphocytes (sTILs) are important prognostic and predictive biomarkers in triple-negative (TNBC) and HER2-positive breast cancer. Incorporating sTILs into clinical practice necessita...

    Zuzana Kos, Elvire Roblin, Rim S. Kim, Stefan Michiels in npj Breast Cancer (2020)

  3. Article

    Open Access

    Report on computational assessment of Tumor Infiltrating Lymphocytes from the International Immuno-Oncology Biomarker Working Group

    Assessment of tumor-infiltrating lymphocytes (TILs) is increasingly recognized as an integral part of the prognostic workflow in triple-negative (TNBC) and HER2-positive breast cancer, as well as many other so...

    Mohamed Amgad, Elisabeth Specht Stovgaard, Eva Balslev, Jeppe Thagaard in npj Breast Cancer (2020)

  4. No Access

    Article

    Molecular mechanisms linking high body mass index to breast cancer etiology in post-menopausal breast tumor and tumor-adjacent tissues

    In post-menopausal women, high body mass index (BMI) is an established breast cancer risk factor and is associated with worse breast cancer prognosis. We assessed the associations between BMI and gene expressi...

    Yu**g J. Heng, Jun Wang, Thomas U. Ahearn in Breast Cancer Research and Treatment (2019)

  5. Article

    Open Access

    Androgen receptor expression in normal breast tissue and subsequent breast cancer risk

    Sex steroid hormone signaling is critical in the development of breast cancers, although the role of the androgen receptor remains unclear. This study evaluated androgen receptor (AR) expression in normal brea...

    Kevin H. Kensler, Francisco Beca, Gabrielle M. Baker, Yu**g J. Heng in npj Breast Cancer (2018)

  6. Article

    Open Access

    Computationally-Guided Development of a Stromal Inflammation Histologic Biomarker in Lung Squamous Cell Carcinoma

    The goal of this study is to use computational pathology to help guide the development of human-based prognostic H&E biomarker(s) suitable for research and potential clinical use in lung squamous cell carcinom...

    Daniel **a, Ruben Casanova, Devayani Machiraju, Trevor D. McKee in Scientific Reports (2018)

  7. No Access

    Article

    Assessment of Ki67 expression for breast cancer subtype classification and prognosis in the Nurses’ Health Study

    Ki67 is a proliferation marker commonly assessed by immunohistochemistry in breast cancer, and it has been proposed as a clinical marker for subtype classification, prognosis, and prediction of therapeutic res...

    Megan A. Healey, Kelly A. Hirko, Andrew H. Beck in Breast Cancer Research and Treatment (2017)

  8. Article

    Open Access

    Breast cancer risk factors in relation to estrogen receptor, progesterone receptor, insulin-like growth factor-1 receptor, and Ki67 expression in normal breast tissue

    Studies have suggested that hormone receptor and Ki67 expression in normal breast tissue are associated with subsequent breast cancer risk. We examined the associations of breast cancer risk factors with estro...

    Hannah Oh, A. Heather Eliassen, Andrew H. Beck, Bernard Rosner in npj Breast Cancer (2017)

  9. Article

    Open Access

    Alcohol consumption and breast tumor gene expression

    Alcohol consumption is an established risk factor for breast cancer and the association generally appears stronger among estrogen receptor (ER)-positive tumors. However, the biological mechanisms underlying th...

    Jun Wang, Yu**g J. Heng, A. Heather Eliassen, Rulla M. Tamimi in Breast Cancer Research (2017)

  10. No Access

    Article

    Interaction of mammographic breast density with menopausal status and postmenopausal hormone use in relation to the risk of aggressive breast cancer subtypes

    We examined the associations of mammographic breast density with breast cancer risk by tumor aggressiveness and by menopausal status and current postmenopausal hormone therapy.

    Lusine Yaghjyan, Rulla M. Tamimi in Breast Cancer Research and Treatment (2017)

  11. No Access

    Article

    Prostate cancer–associated SPOP mutations confer resistance to BET inhibitors through stabilization of BRD4

    Recurrent mutations in SPOP-encoding a Cullin 3-based E3 ubiquitin ligase- in prostate cancer disrupt the recognition and degradation of ubiquitination substrates, including BET proteins. Consequently, stability ...

    **angpeng Dai, Wenjian Gan, **aoning Li, Shangqian Wang, Wei Zhang in Nature Medicine (2017)

  12. Article

    Open Access

    Automated Classification of Benign and Malignant Proliferative Breast Lesions

    Misclassification of breast lesions can result in either cancer progression or unnecessary chemotherapy. Automated classification tools are seen as promising second opinion providers in reducing such errors. W...

    Evani Radiya-Dixit, David Zhu, Andrew H. Beck in Scientific Reports (2017)

  13. No Access

    Article

    Nanoscale imaging of clinical specimens using pathology-optimized expansion microscopy

    Expansion microscopy, a technique for super-resolution imaging, is extended to clinical human tissue samples that are formalin fixed, paraffin embedded, stained and/or fresh frozen.

    Yongxin Zhao, Octavian Bucur, Humayun Irshad, Fei Chen in Nature Biotechnology (2017)

  14. Article

    Open Access

    EZH2 protein expression in normal breast epithelium and risk of breast cancer: results from the Nurses’ Health Studies

    Enhancer of zeste homolog 2 (EZH2) is a polycomb-group protein that is involved in stem cell renewal and carcinogenesis. In breast cancer, increased EZH2 expression is associated with aggressiveness and has be...

    Francisco Beca, Kevin Kensler, Benjamin Glass, Stuart J. Schnitt in Breast Cancer Research (2017)

  15. Article

    Open Access

    Crowdsourcing scoring of immunohistochemistry images: Evaluating Performance of the Crowd and an Automated Computational Method

    The assessment of protein expression in immunohistochemistry (IHC) images provides important diagnostic, prognostic and predictive information for guiding cancer diagnosis and therapy. Manual scoring of IHC im...

    Humayun Irshad, Eun-Yeong Oh, Daniel Schmolze, Liza M. Quintana in Scientific Reports (2017)

  16. No Access

    Article

    Proceedings of the third international molecular pathological epidemiology (MPE) meeting

    Molecular pathological epidemiology (MPE) is a transdisciplinary and relatively new scientific discipline that integrates theory, methods, and resources from epidemiology, pathology, biostatistics, bioinformat...

    Peter T. Campbell, Timothy R. Rebbeck, Reiko Nishihara in Cancer Causes & Control (2017)

  17. No Access

    Article

    Safikhani et al. reply

    Zhaleh Safikhani, Nehme El-Hachem, Petr Smirnov, Mark Freeman, Anna Goldenberg in Nature (2016)

  18. No Access

    Article

    Safikhani et al. reply

    Zhaleh Safikhani, Nehme El-Hachem, Petr Smirnov, Mark Freeman, Anna Goldenberg in Nature (2016)

  19. No Access

    Article

    Safikhani et al. reply

    Zhaleh Safikhani, Nehme El-Hachem, Petr Smirnov, Mark Freeman, Anna Goldenberg in Nature (2016)

  20. Article

    Open Access

    Expression of estrogen receptor, progesterone receptor, and Ki67 in normal breast tissue in relation to subsequent risk of breast cancer

    Although expression of estrogen receptor (ER), progesterone receptor (PR), and cell proliferation marker Ki67 serve as predictive and prognostic factors in breast cancers, little is known about their roles in ...

    Hannah Oh, A Heather Eliassen, Molin Wang, Stephanie A Smith-Warner in npj Breast Cancer (2016)

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