Concepedia

Classification of mice hepatic granuloma microscopic images based on a deep convolutional neural network

Yu Wang, Yating Chen, Ningning Yang, Longfei Zheng, Nilanjan Dey, Amira S. Ashour, V. Rajinikanth, João Manuel R. S. Tavares, Fuqian Shi

Applied Soft Computing · 2018 · 65 citations · 32 references

Open access

Concepts

MedicineBiomedical SciencesPathologyComputer VisionHepatologyHistopathologyGranulomatous InflammationHepatic PathologyHepatobiliary PathologyLiver CytologyMedical Image AnalysisRodent PathologyConvolutional Neural NetworksDeep Learning-based ClassificationHistopathological Image AnalysisHistopathology Image AnalysisPathology Image Analysis

References

32

ImageNet classification with deep convolutional neural networks

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

Computing, Computer Science, Computer Vision +12

Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

Timo Ojala, Matti Pietikäinen, Topi Mäenpää · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 15.3K citations

Computing, Computer Science, Computer Vision +16

Dermatologist-level classification of skin cancer with deep neural networks

Andre Esteva, Brett Kuprel, Roberto A. Novoa et al. · Nature · 2017 · 13.8K citations · Full text

Computing, Computer Science, Dermatology +16

Yangqing Jia, Evan Shelhamer, Jeff Donahue et al. · 2014 · 11.2K citations

Computing, Cloud Computing, Computer Science +16

Working Set Selection Using Second Order Information for Training Support Vector Machines

Rong-En Fan, Pai-Hsuen Chen, Chih‐Jen Lin · Journal of Machine Learning Research · 2005 · 1.4K citations

Computing, Computer Science, Data Mining +15