Concepedia

Large scale deep learning for computer aided detection of mammographic lesions

Thijs Kooi, Geert Litjens, Bram van Ginneken, Albert Gubern‐Mérida, Clara I. Sá‎nchez, Ritse M. Mann, Ard den Heeten, Nico Karssemeijer

Medical Image Analysis · 2016 · 972 citations · 52 references

Open access

Concepts

ComputingComputer ScienceRadiologyComputer VisionDiagnostic ImagingMachine LearningCancer DetectionDeep LearningMedical Image AnalysisMedical ImagingRepresentation LearningTumor DetectionBreast Mass ClassificationConvolutional Neural Network DetectionDeep Learning-based DetectionDeep Learning-based Lesion ClassificationTumor Detection In Mammography

References

52

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

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

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.5K citations · Full text

Computing, Computer Science, Computer Vision +11

Gradient-based learning applied to document recognition

Yann LeCun, Léon Bottou, Yoshua Bengio et al. · Proceedings of the IEEE · 1998 · 58.2K citations · Full text

Computing, Computer Science, Computer Vision +14

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15