Hannah Gilmore

Stacked Sparse Autoencoder (SSAE) for Nuclei Detection on Breast Cancer Histopathology Images

Jun Xu, Lei Xiang, Qingshan Liu et al. · IEEE Transactions on Medical Imaging · 2015 · 867 citations

Computing, Computer Science, Pathology +17

Intratumoral and peritumoral radiomics for the pretreatment prediction of pathological complete response to neoadjuvant chemotherapy based on breast DCE-MRI

Nathaniel Braman, Maryam Etesami, Prateek Prasanna et al. · Breast Cancer Research · 2017 · 632 citations · Full text

Medicine, Oncology, Radiology +17

Automatic detection of invasive ductal carcinoma in whole slide images with convolutional neural networks

Ángel Cruz-Roa, Ajay Basavanhally, Fabio A. González et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2014 · 588 citations

Computing, Computer Science, Pathology +17

Accurate and reproducible invasive breast cancer detection in whole-slide images: A Deep Learning approach for quantifying tumor extent

Ángel Cruz-Roa, Hannah Gilmore, Ajay Basavanhally et al. · Scientific Reports · 2017 · 542 citations · Full text

Computing, Computer Science, Pathology +17

A Deep Convolutional Neural Network for segmenting and classifying epithelial and stromal regions in histopathological images

Jun Xu, Xiaofei Luo, Guanhao Wang et al. · Neurocomputing · 2016 · 460 citations · Full text

Medicine, Pathology, Anatomic Pathology +14