Concepedia

Deep learning shows the capability of high-level computer-aided diagnosis in malignant lymphoma

Hiroaki Miyoshi, Kensaku Sato, Yoshinori Kabeya, Sho Yonezawa, Hiroki Nakano, Yusuke Takeuchi, Issei Ozawa, Shoichi Higo, Eriko Yanagida, Kyohei Yamada,

Laboratory Investigation · 2020 · 88 citations · 13 references

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ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

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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

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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

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Impact of Deep Learning Assistance on the Histopathologic Review of Lymph Nodes for Metastatic Breast Cancer

David F. Steiner, Robert MacDonald, Yun Liu et al. · The American Journal of Surgical Pathology · 2018 · 483 citations · Full text

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Molecular Profiling Improves Classification and Prognostication of Nodal Peripheral T-Cell Lymphomas: Results of a Phase III Diagnostic Accuracy Study

Pier Paolo Piccaluga, Fabio Fuligni, Antonio De Leo et al. · Journal of Clinical Oncology · 2013 · 132 citations · Full text

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