Concepedia

High-accuracy prostate cancer pathology using deep learning

Yuri Tolkach, Tilmann Dohmgörgen, Marieta Toma, Glen Kristiansen

Nature Machine Intelligence · 2020 · 194 citations · 32 references

DOI

Concepts

References

32

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

, , +17

Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning

Nicolas Coudray, Paolo Ocampo, Theodore Sakellaropoulos et al. · Nature Medicine · 2018 · 2.9K citations · Full text

, , +14

Clinical-grade computational pathology using weakly supervised deep learning on whole slide images

Gabriele Campanella, Matthew G. Hanna, Luke Geneslaw et al. · Nature Medicine · 2019 · 2.6K citations · Full text

, , +16

Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer

Jakob Nikolas Kather, Alexander T. Pearson, Niels Halama et al. · Nature Medicine · 2019 · 1.4K citations · Full text

, , +16

A method for normalizing histology slides for quantitative analysis

Marc Macenko, Marc Niethammer, J. S. Marron et al. · 2009 · 1.3K citations

, , +13