article Open AccessTop 1% cited

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

Nature Medicine · 2018 · Vol. 24(10) · pp. 1559–1567

Nicolas Coudray(New York University)Paolo Ocampo(New York University)Theodore Sakellaropoulos(National Technical University of Athens)Navneet Narula(New York University)Matija Snuderl(New York University)David Fenyö(New York University)André L. Moreira(New York University)Narges Razavian✉(New York University)Aristotelis Tsirigos(Telio (Norway))

View via DOI Publisher page

AI in cancer detection Cancer Genomics and Diagnostics Cancer-related molecular mechanisms researchHistopathologyLung cancerAdenocarcinomaConvolutional neural networkKRASArtificial intelligencePathologyDeep learningPopulationCancer

MeSH terms

Deep LearningAdenocarcinomaCarcinoma, Non-Small-Cell LungCarcinoma, Squamous CellHumansMutationNeoplasm ProteinsGene Expression Regulation, NeoplasticNeural Networks, Computer

Funding

School of Medicine, New York University

Citations

2,777

FWCI

168.72

field-weighted impact

References

Percentile

100%

vs. same field & year

Citations per year

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Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

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Dermatologist-level classification of skin cancer with deep neural networks

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