David Tellez

Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer

Babak Ehteshami Bejnordi, Mitko Veta, Paul Johannes van Diest et al. · JAMA · 2017 · 3.3K citations · Full text

Medicine, Computer Science, Pathology +17

Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology

David Tellez, Geert Litjens, Péter Bándi et al. · Medical Image Analysis · 2019 · 586 citations · Full text

Computing, Biomedical Engineering, Pathology +17

Predicting breast tumor proliferation from whole-slide images: The TUPAC16 challenge

Mitko Veta, Yujing J. Heng, Nikolas Stathonikos et al. · Medical Image Analysis · 2019 · 319 citations · Full text

Medicine, Oncology, Pathology +15

Neural Image Compression for Gigapixel Histopathology Image Analysis

David Tellez, Geert Litjens, Jeroen van der Laak et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 247 citations · Full text

Computing, Biomedical Engineering, Computer Science +16

Deep learning assisted mitotic counting for breast cancer

Maschenka Balkenhol, David Tellez, Willem Vreuls et al. · Laboratory Investigation · 2019 · 126 citations · Full text

Medicine, Cell Biology, Oncology +10