User profiles for Andrew Beck

Andrew H. Beck

Co-Founder and CEO at PathAI
Verified email at PathAI.com
Cited by 33011

Deep learning for identifying metastatic breast cancer

…, A Khosla, R Gargeya, H Irshad, AH Beck - arXiv preprint arXiv …, 2016 - arxiv.org
The International Symposium on Biomedical Imaging (ISBI) held a grand challenge to evaluate
computational systems for the automated detection of metastatic breast cancer in whole …

Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer

…, MCRF Van Dijk, P Bult, F Beca, AH Beck… - Jama, 2017 - jamanetwork.com
Importance Application of deep learning algorithms to whole-slide pathology images can
potentially improve diagnostic accuracy and efficiency. Objective Assess the performance of …

Computational pathology definitions, best practices, and recommendations for regulatory guidance: a white paper from the Digital Pathology Association

…, J Gibbs, E Agosto‐Arroyo, AH Beck… - The Journal of …, 2019 - Wiley Online Library
In this white paper, experts from the Digital Pathology Association (DPA) define terminology
and concepts in the emerging field of computational pathology, with a focus on its …

Systematic analysis of breast cancer morphology uncovers stromal features associated with survival

AH Beck, AR Sangoi, S Leung, RJ Marinelli… - Science translational …, 2011 - science.org
The morphological interpretation of histologic sections forms the basis of diagnosis and
prognostication for cancer. In the diagnosis of carcinomas, pathologists perform a …

[PDF][PDF] Comprehensive molecular portraits of invasive lobular breast cancer

G Ciriello, ML Gatza, AH Beck, MD Wilkerson, SK Rhie… - Cell, 2015 - cell.com
Invasive lobular carcinoma (ILC) is the second most prevalent histologic subtype of invasive
breast cancer. Here, we comprehensively profiled 817 breast tumors, including 127 ILC, …

[HTML][HTML] Oncogenic role of fusion-circRNAs derived from cancer-associated chromosomal translocations

…, K Berry, MM Naldini, F Lo-Coco, Y Tay, AH Beck… - Cell, 2016 - cell.com
Chromosomal translocations encode oncogenic fusion proteins that have been proven to be
causally involved in tumorigenesis. Our understanding of whether such genomic alterations …

Inconsistency in large pharmacogenomic studies

…, N El-Hachem, NJ Birkbak, AC Jin, AH Beck… - Nature, 2013 - nature.com
Two large-scale pharmacogenomic studies were published recently in this journal. Genomic
data are well correlated between studies; however, the measured drug response data are …

The Flexner report and the standardization of American medical education

AH Beck - Jama, 2004 - jamanetwork.com
MEDICAL EDUCATION IN THE UNITED STATES TODAY IS STRIK-ingly standardized and
demanding. It was not always so. Prior to the widespread implementation of educational …

A Diverse Array of Cancer-Associated MTOR Mutations Are Hyperactivating and Can Predict Rapamycin Sensitivity

…, R Possemato, K Shen, S Sinha, A Jordan, AH Beck… - Cancer discovery, 2014 - AACR
Genes encoding components of the PI3K–AKT–mTOR signaling axis are frequently mutated
in cancer, but few mutations have been characterized in MTOR, the gene encoding the …

[PDF][PDF] The reprogramming of tumor stroma by HSF1 is a potent enabler of malignancy

…, ML Mendillo, LM Sholl, I Ben-Aharon, AH Beck… - Cell, 2014 - cell.com
Stromal cells within the tumor microenvironment are essential for tumor progression and
metastasis. Surprisingly little is known about the factors that drive the transcriptional …