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Andrew H. Beck · SciRah

Researcher profile · Semantic Scholar

Andrew H. Beck

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Andrew H. Beck — researcher profile on SciRah

h-index: 53
Works: 165
Citations: 25K

Most-cited papers

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer
Babak Ehteshami Bejnordi, M. Veta, Paul Johannes van Diest, B. van Ginneken +65 more
2017Journal of the American Medical Association (JAMA)3,301 citations Open access
Semantic Scholar
Comprehensive molecular portraits of invasive lobular breast cancer
G. Ciriello, M. Gatza, Andrew H. Beck, M. Wilkerson +137 more
2015Cell1,737 citations Open access
Semantic Scholar
Deep Learning for Identifying Metastatic Breast Cancer
Dayong Wang, A. Khosla, Rishab Gargeya, Humayun Irshad +1 more
2016arXiv.org1,014 citations
Semantic Scholar
Computational pathology definitions, best practices, and recommendations for regulatory guidance: a white paper from the Digital Pathology Association
Esther Abels, L. Pantanowitz, F. Aeffner, M. Zarella +8 more
2019Journal of Pathology421 citations Open access
Semantic Scholar
Predicting breast tumor proliferation from whole‐slide images: The TUPAC16 challenge
M. Veta, Y. Heng, N. Stathonikos, B. Bejnordi +29 more
2018Medical Image Anal.318 citations Open access
Semantic Scholar
Prostate cancer-associated SPOP mutations confer resistance to BET inhibitors through stabilization of BRD4
Xiangpeng Dai, Wenjian Gan, Xiaoning Li, Shang-Qian Wang +28 more
2017Nature Medicine299 citations Open access
Semantic Scholar
Human-interpretable image features derived from densely mapped cancer pathology slides predict diverse molecular phenotypes
James A. Diao, Jason K. Wang, Wan Fung Chui, V. Mountain +18 more
2021Nature Communications271 citations Open access
Semantic Scholar
PharmacoGx: an R package for analysis of large pharmacogenomic datasets
P. Smirnov, Z. Safikhani, N. El-Hachem, Dong Wang +11 more
2015Bioinform.252 citations Open access
Semantic Scholar
Nanoscale imaging of clinical specimens using pathology-optimized expansion microscopy
Yongxin Zhao, O. Bucur, Humayun Irshad, Fei Chen +10 more
2017Nature Biotechnology206 citations Open access
Semantic Scholar
Using deep convolutional neural networks to identify and classify tumor-associated stroma in diagnostic breast biopsies
B. Bejnordi, M. Mullooly, R. Pfeiffer, Shao-Qi Fan +10 more
2018Modern Pathology188 citations Open access
Semantic Scholar
Pitfalls in assessing stromal tumor infiltrating lymphocytes (sTILs) in breast cancer
Z. Kos, Elvire Roblin, Rim S. Kim, S. Michiels +89 more
2020npj Breast Cancer185 citations Open access
Semantic Scholar
Report on computational assessment of Tumor Infiltrating Lymphocytes from the International Immuno-Oncology Biomarker Working Group
M. Amgad, E. Stovgaard, E. Balslev, J. Thagaard +64 more
2020npj Breast Cancer157 citations Open access
Semantic Scholar
CROWDSOURCING IMAGE ANNOTATION FOR NUCLEUS DETECTION AND SEGMENTATION IN COMPUTATIONAL PATHOLOGY: EVALUATING EXPERTS, AUTOMATED METHODS, AND THE CROWD
Humayun Irshad, L. Montaser-Kouhsari, G. Waltz, O. Bucur +4 more
2014Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing142 citations Open access
Semantic Scholar
The Combined Effect of FGFR Inhibition and PD-1 Blockade Promotes Tumor-Intrinsic Induction of Antitumor Immunity
Sangeetha Palakurthi, M. Kuraguchi, S. Zacharek, E. Zudaire +24 more
2019Cancer immunology research139 citations Open access
Semantic Scholar
Clinically relevant molecular subtypes in leiomyosarcoma
Xiangqian Guo, V. Jo, A. Mills, Shirley X. Zhu +12 more
2015Clinical Cancer Research138 citations Open access
Semantic Scholar
Computational Pathology to Discriminate Benign from Malignant Intraductal Proliferations of the Breast
Fei Dong, Humayun Irshad, Eun-Yeong Oh, M. Lerwill +10 more
2014PLoS ONE124 citations Open access
Semantic Scholar
Aspirin suppresses growth in PI3K-mutant breast cancer by activating AMPK and inhibiting mTORC1 signaling
Whitney S. Henry, Tyler Laszewski, T. Tsang, F. Beca +3 more
2016Cancer Research117 citations Open access
Semantic Scholar
The SIRT2 deacetylase stabilizes Slug to control malignancy of basal-like breast cancer
Wenhui Zhou, Thomas K. Ni, A. Wronski, B. Glass +3 more
2016Cell Reports99 citations Open access
Semantic Scholar
Revisiting inconsistency in large pharmacogenomic studies
Z. Safikhani, P. Smirnov, M. Freeman, N. El-Hachem +10 more
2015bioRxiv99 citations Open access
Semantic Scholar
The molecular basis of breast cancer pathological phenotypes
Y. Heng, S. Lester, Gary M. K. Tse, R. Factor +25 more
2016Journal of Pathology97 citations Open access
Semantic Scholar
DEEP LEARNING-BASED ASSESSMENT OF TUMOR-ASSOCIATED STROMA FOR DIAGNOSING BREAST CANCER IN HISTOPATHOLOGY IMAGES
B. Bejnordi, Jimmy Lin, B. Glass, M. Mullooly +5 more
2017IEEE International Symposium on Biomedical Imaging79 citations Open access
Semantic Scholar
The Novel Marker GATA3 is Significantly More Sensitive Than Traditional Markers Mammaglobin and GCDFP15 for Identifying Breast Cancer in Surgical and Cytology Specimens of Metastatic and Matched Primary Tumors
Ankur R. Sangoi, Bijayee Shrestha, George Yang, Ourhay Mego +1 more
2016Applied immunohistochemistry & molecular morphology (Print)71 citations Open access
Semantic Scholar
EMDomics: a robust and powerful method for the identification of genes differentially expressed between heterogeneous classes
S. Nabavi, Daniel Schmolze, M. Maitituoheti, Sadhika Malladi +1 more
2015Bioinform.71 citations Open access
Semantic Scholar
Antibody Therapy Targeting CD47 and CD271 Effectively Suppresses Melanoma Metastasis in Patient-Derived Xenografts.
Michael Ngo, A. Han, A. Lakatos, D. Sahoo +5 more
2016Cell Reports67 citations Open access
Semantic Scholar
TNF-α expression, risk factors, and inflammatory exposures in ovarian cancer: evidence for an inflammatory pathway of ovarian carcinogenesis?
Mamta Gupta, A. Babic, Andrew H. Beck, K. Terry
2016Human Pathology63 citations Open access
Semantic Scholar
EN1 is a transcriptional dependency in triple-negative breast cancer associated with brain metastasis
Guillermo Peluffo, Ashim Subedee, Nicholas W. Harper, Natalie L. Kingston +16 more
2019Cancer Research58 citations Open access
Semantic Scholar
Healthy dietary patterns and risk of breast cancer by molecular subtype
K. Hirko, W. Willett, S. Hankinson, B. Rosner +3 more
2016Breast Cancer Research and Treatment58 citations Open access
Semantic Scholar
Extensive rewiring of epithelial-stromal co-expression networks in breast cancer
Eun-Yeong Oh, Stephen M Christensen, Sindhu Ghanta, J. Jeong +9 more
2015Genome Biology56 citations Open access
Semantic Scholar
Dense and Non-dense Mammographic Area and Risk of Breast Cancer by Age and Tumor Characteristics
Kimberly A. Bertrand, Christopher G. Scott, R. Tamimi, M. Jensen +13 more
2015Cancer Epidemiology, Biomarkers and Prevention52 citations Open access
Semantic Scholar
LINC00520 is induced by Src, STAT3, and PI3K and plays a functional role in breast cancer
Whitney S. Henry, David G. Hendrickson, F. Beca, B. Glass +7 more
2016OncoTarget46 citations Open access
Semantic Scholar
DNA defects, epigenetics, and gene expression in cancer-adjacent breast: a study from The Cancer Genome Atlas
M. Troester, K. Hoadley, Monica E. D'Arcy, A. Cherniack +18 more
2016npj Breast Cancer45 citations Open access
Semantic Scholar
MERIT40 is an Akt Substrate that Promotes Resolution of DNA Damage Induced by Chemotherapy
Kristin K. Brown, L. Montaser-Kouhsari, Andrew H. Beck, A. Toker
2015Cell Reports43 citations Open access
Semantic Scholar
Deep learning assessment of tumor proliferation in breast cancer histological images
Manan A. Shah, Dayong Wang, Christopher A. Rubadue, D. Suster +1 more
2016IEEE International Conference on Bioinformatics and Biomedicine42 citations Open access
Semantic Scholar
Proceedings of the Third International Molecular Pathological Epidemiology (MPE) Meeting
P. Campbell, T. Rebbeck, R. Nishihara, Andrew H. Beck +27 more
2017Cancer Causes and Control40 citations Open access
Semantic Scholar
Plasma 25-hydroxyvitamin D and risk of breast cancer in women followed over 20 years
A. Eliassen, E. Warner, B. Rosner, L. Collins +4 more
2016Cancer Research40 citations Open access
Semantic Scholar
Crowdsourcing scoring of immunohistochemistry images: Evaluating Performance of the Crowd and an Automated Computational Method
Humayun Irshad, Eun-Yeong Oh, Daniel Schmolze, L. Quintana +3 more
2016Scientific Reports39 citations Open access
Semantic Scholar
Alcohol consumption and risk of breast cancer by molecular subtype: prospective analysis of the Nurses’ Health Study after 26 years of follow-up
K. Hirko, Wendy Y. Chen, W. Willett, B. Rosner +4 more
2015International Journal of Cancer36 citations Open access
Semantic Scholar
Height and Body Size in Childhood, Adolescence and Young Adulthood and Breast Cancer Risk According to Molecular Subtype in the Nurses’ Health Studies
E. Warner, R. Hu, L. Collins, Andrew H. Beck +6 more
2016Cancer Prevention Research35 citations Open access
Semantic Scholar
Noninvasive imaging of tumor burden and molecular pathways in mouse models of cancer.
Yu-Chuan Wang, Jen-Chieh Tseng, Yan-Ping Sun, Andrew H. Beck +1 more
2015Cold Spring Harbor Protocols35 citations Open access
Semantic Scholar
EZH2 protein expression in normal breast epithelium and risk of breast cancer: results from the Nurses’ Health Studies
F. Beca, K. Kensler, B. Glass, S. Schnitt +2 more
2017Breast Cancer Research34 citations Open access
Semantic Scholar
Alcohol Consumption and Risk of Breast Cancer by Tumor Receptor Expression
Jun Wang, Xuehong Zhang, Andrew H. Beck, L. Collins +6 more
2015Hormones & cancer33 citations Open access
Semantic Scholar
Automated Classification of Benign and Malignant Proliferative Breast Lesions
Evani Radiya-Dixit, David Zhu, Andrew H. Beck
2017Scientific Reports26 citations Open access
Semantic Scholar
Region of Interest Identification and Diagnostic Agreement in Breast Pathology
Dilip B Nagarkar, E. Mercan, D. Weaver, Tad T. Brunyé +6 more
2016Modern Pathology26 citations Open access
Semantic Scholar
Androgen receptor expression in normal breast tissue and subsequent breast cancer risk
K. Kensler, F. Beca, G. Baker, Y. Heng +8 more
2018npj Breast Cancer25 citations Open access
Semantic Scholar
Chromosomal copy number alterations for associations of ductal carcinoma in situ with invasive breast cancer
A. Afghahi, Erna Forgó, Aya A. Mitani, M. Desai +10 more
2015Breast Cancer Research24 citations Open access
Semantic Scholar
URINARY MELATONIN IN RELATION TO POSTMENOPAUSAL BREAST CANCER RISK ACCORDING TO MELATONIN 1 RECEPTOR STATUS
E. Devore, E. Warner, A. H. Eliassen, Susan B. Brown +3 more
2016Cancer Epidemiology, Biomarkers and Prevention22 citations Open access
Semantic Scholar
Systematic Analysis of Sex-Linked Molecular Alterations and Therapies in Cancer
Jonathan Ma, Sadhika Malladi, Andrew H. Beck
2016Scientific Reports22 citations Open access
Semantic Scholar
Postmenopausal mammographic breast density and subsequent breast cancer risk according to selected tissue markers
L. Yaghjyan, A. Pettersson, Graham A Colditz, L. Collins +5 more
2015British Journal of Cancer22 citations Open access
Semantic Scholar
Adult body size and physical activity in relation to risk of breast cancer according to tumor androgen receptor status
Xuehong Zhang, A. Eliassen, R. Tamimi, A. Hazra +5 more
2015Cancer Epidemiology, Biomarkers and Prevention20 citations Open access
Semantic Scholar
A BRCA1/2 Mutational Signature and Survival in Ovarian High-Grade Serous Carcinoma
Fei Dong, Phani K. Davineni, B. Howitt, Andrew H. Beck
2016Cancer Epidemiology, Biomarkers and Prevention18 citations
Semantic Scholar

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