Concepedia

A fully integrated computer-aided diagnosis system for digital X-ray mammograms via deep learning detection, segmentation, and classification

Mugahed A. Al–antari, Mohammed A. Al‐masni, Mun‐Taek Choi, Seung‐Moo Han, Tae‐Seong Kim

International Journal of Medical Informatics · 2018 · 410 citations · 48 references

Concepts

MedicineBiomedical EngineeringRadiologyComputer VisionDiagnostic ImagingDiagnostic RadiologyCancer DetectionComputer-aided DiagnosisDeep LearningMedical Image AnalysisMedical ImagingTumor DetectionConvolutional Neural Network DetectionDeep Learning DetectionDeep Learning In RadiologyDeep Learning-based DetectionDeep Learning-based DiagnosisMammographyMammography Imaging

References

48

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

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

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

Computing, Computer Science, Artificial Intelligence +12

Pattern Recognition and Machine Learning

Journal of Electronic Imaging · 2007 · 22.1K citations

Computing, Computer Engineering, Computer Science +14