John Tomaszewski

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

Mitosis detection in breast cancer pathology images by combining handcrafted and convolutional neural network features

Haibo Wang, Ángel Cruz-Roa, Ajay Basavanhally et al. · Journal of Medical Imaging · 2014 · 349 citations · Full text

Computing, Computer Science, Pathology +17

Automated gland and nuclei segmentation for grading of prostate and breast cancer histopathology

Shivang Naik, Scott Doyle, Shannon C. Agner et al. · 2008 · 308 citations

Computing, Computer Science, Pathology +17

Automated grading of breast cancer histopathology using spectral clusteringwith textural and architectural image features

Scott Doyle, Shannon C. Agner, Anant Madabhushi et al. · 2008 · 278 citations

Computing, Computer Science, Oncology +17