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Hannah Gilmore

Breast Cancer Research, IEEE Transactions on Medical Imaging, Medical Imaging, Neurocomputing, Scientific Reports, Cell Stem Cell, Journal of Medical Imaging, Cancer Discovery, JAMA Network Open, JCO Clinical Cancer Informatics, Proceedings of the National Academy of Sciences of the United States of America Show more
12
Role
Title
Level Year L/R
🐜 Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images
7 auth. Jun Xu, L. Xiang, Qingshan Liu, Hannah Gilmore, Jianzhong Wu, Jinghai Tang, ... A. Madabhushi 		9 2016
9
🐜
🐜 Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks
9 auth. Angel Cruz-Roa, A. Basavanhally, F. González, Hannah Gilmore, M. Feldman, S. Ganesan, ... N. Shih, John Tomaszewski, A. Madabhushi 		9 2014
9
🐜
🐜 Intratumoral and peritumoral radiomics for the pretreatment prediction of pathological complete response to neoadjuvant chemotherapy based on breast DCE-MRI
8 auth. Nathaniel Braman, M. Etesami, P. Prasanna, Christina Dubchuk, Hannah Gilmore, P. Tiwari, ... Donna Pletcha, A. Madabhushi 		8 2017
8
🐜
🐬 A Deep Convolutional Neural Network for segmenting and classifying epithelial and stromal regions in histopathological images
Jun Xu, X. Luo, Guanhao Wang, Hannah Gilmore, A. Madabhushi 		8 2016
8
🐬
🐜 Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent
9 auth. Angel Cruz-Roa, Hannah Gilmore, A. Basavanhally, M. Feldman, S. Ganesan, N. Shih, ... J. Tomaszewski, F. González, A. Madabhushi 		8 2017
8
🐜
🐜 Genetic predisposition directs breast cancer phenotype by dictating progenitor cell fate.
12 auth. Theresa A. Proia, Patricia J. Keller, Piyush B. Gupta, I. Klebba, A. D. Jones, Maja Sedic, ... Hannah Gilmore, N. Tung, S. Naber, S. Schnitt, E. Lander, C. Kuperwasser 		8 2011
8
🐜
🐜 Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features
9 auth. Haibo Wang, Angel Cruz-Roa, A. Basavanhally, Hannah Gilmore, N. Shih, M. Feldman, ... J. Tomaszewski, F. González, A. Madabhushi 		8 2014
8
🐜
🐜 Homophilic CD44 Interactions Mediate Tumor Cell Aggregation and Polyclonal Metastasis in Patient-Derived Breast Cancer Models.
25 auth. Xia Liu, Rokana Taftaf, Madoka Kawaguchi, Ya-Fang Chang, Wenjing Chen, D. Entenberg, Youbin Zhang, L. Gerratana, Simo Huang, Dhwani Patel, E. Tsui, Valery Adorno-Cruz, S. Chirieleison, Yue Cao, A. S. Harney, ... Shivani H. Patel, A. Patsialou, Yang Shen, S. Avril, Hannah Gilmore, J. Lathia, Derek W. Abbott, M. Cristofanilli, J. Condeelis, Huiping Liu 		7 2018
7
🐜
🐜 Association of Peritumoral Radiomics With Tumor Biology and Pathologic Response to Preoperative Targeted Therapy for HER2 (ERBB2)–Positive Breast Cancer
20 auth. Nathaniel Braman, P. Prasanna, Jon Whitney, Salendra Singh, Niha G. Beig, M. Etesami, D. Bates, Katherine M Gallagher, B. Bloch, M. Vulchi, ... P. Turk, K. Bera, J. Abraham, W. Sikov, G. Somlo, L. Harris, Hannah Gilmore, D. Plecha, V. Varadan, A. Madabhushi 		7 2019
7
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🐬 HistoQC: An Open-Source Quality Control Tool for Digital Pathology Slides.
A. Janowczyk, Ren Zuo, Hannah Gilmore, M. Feldman, A. Madabhushi 		7 2019
7
🐬
🐜 Defining the cellular precursors to human breast cancer
14 auth. Patricia J. Keller, Lisa M. Arendt, Adam Skibinski, T. Logvinenko, I. Klebba, Shumin Dong, Avi E Smith, A. Prat, C. Perou, Hannah Gilmore, ... S. Schnitt, S. Naber, J. Garlick, C. Kuperwasser 		7 2011
7
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🐜 Mapping the cellular and molecular heterogeneity of normal and malignant breast tissues and cultured cell lines
13 auth. Patricia J. Keller, Amy F. Lin, Lisa M. Arendt, I. Klebba, A. D. Jones, J. Rudnick, Theresa A. DiMeo, Hannah Gilmore, D. Jefferson, R. Graham, ... S. Naber, S. Schnitt, C. Kuperwasser 		7 2010
7
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