Deep learning-enabled breast cancer hormonal receptor status determination from base-level H&E stains

Effect of Surgery Type on Time to Adjuvant Chemotherapy and Impact of Delay on Breast Cancer Survival: A National Cancer Database Analysis

(2019) Amanda R. Kupstas et al.   ANNALS OF SURGICAL ONCOLOGY

Clinical-grade computational pathology using weakly supervised deep learning on whole slide images

(2019) Gabriele Campanella et al.   NATURE MEDICINE

Deep learning-based classification of mesothelioma improves prediction of patient outcome

(2019) Pierre Courtiol et al.   NATURE MEDICINE

Using deep convolutional neural networks to identify and classify tumor-associated stroma in diagnostic breast biopsies

(2018) Babak Ehteshami Bejnordi et al.   MODERN PATHOLOGY

Predicting cancer outcomes from histology and genomics using convolutional networks

(2018) Pooya Mobadersany et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries

(2018) Freddie Bray et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning

(2018) Nicolas Coudray et al.   NATURE MEDICINE

Treatment and survival outcomes of lobular carcinoma in situ of the breast: a SEER population based study

(2017) Pu Cheng et al.   Oncotarget

NCCN Task Force Report: Estrogen Receptor and Progesterone Receptor Testing in Breast Cancer by Immunohistochemistry

(2017) D. Craig Allred et al.   Journal of the National Comprehensive Cancer Network

Immunohistochemical Surrogates for Molecular Classification of Breast Carcinoma: A 2015 Update

(2016) Ping Tang et al.   ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE

Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis

(2016) Geert Litjens et al.   Scientific Reports

Clinical outcome in pleomorphic lobular carcinoma: a case-control study with comparison to classic invasive lobular carcinoma

(2015) Sonia Narendra et al.   Annals of Diagnostic Pathology

Limitations of tissue microarrays compared with whole tissue sections in survival analysis

(2010) M. HAYSAM KHOUJA et al.   Oncology Letters

American Society of Clinical Oncology/College of American Pathologists Guideline Recommendations for Immunohistochemical Testing of Estrogen and Progesterone Receptors in Breast Cancer

(2010) M. Elizabeth H. Hammond et al.   Journal of Oncology Practice

The role of HER2 in early breast cancer metastasis and the origins of resistance to HER2-targeted therapies

(2009) Jaclyn A. Freudenberg et al.   EXPERIMENTAL AND MOLECULAR PATHOLOGY

Pleomorphic lobular carcinoma of the breast: molecular pathology and clinical impact

(2009) Ana-Cristina Vargas et al.   Future Oncology

Current issues in ER and HER2 testing by IHC in breast cancer

(2008) Allen M Gown   MODERN PATHOLOGY