Anant Madabhushi

Deep learning for digital pathology image analysis: A comprehensive tutorial with selected use cases

Andrew Janowczyk, Anant Madabhushi · Journal of Pathology Informatics · 2016 · 1.3K citations · Full text

Computing, Pathology, Anatomic Pathology +16

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

Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge

Geert Litjens, Róbert Tóth, Wendy van de Ven et al. · Medical Image Analysis · 2013 · 820 citations · Full text

Medicine, Computer Science, Radiology +11

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