Concepedia

Breast cancer masses classification using deep convolutional neural networks and transfer learning

Shayma’a A. Hassan, Mohammed S. Sayed, Mahmoud I. Abdalla, Mohsen Rashwan

Multimedia Tools and Applications · 2020 · 85 citations · 27 references

Concepts

ComputingComputer ScienceOncologyComputer VisionDiagnostic ImagingMachine LearningCancer DetectionDeep LearningRepresentation LearningTransfer LearningTumor ClassificationTumor DetectionBreast Mass ClassificationBreast Tumor ClassificationConvolutional Neural NetworksDeep Learning-based ClassificationDeep Learning-based Lesion Classification

References

27

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

Going deeper with convolutions

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

Computing, Computer Science, Artificial Intelligence +15

On the momentum term in gradient descent learning algorithms

Ning Qian · Neural Networks · 1999 · 2.3K citations · Full text

Natural Sciences, Mathematics, Dynamical Systems +13

A survey on deep learning techniques for image and video semantic segmentation

Alberto García-García, Sergio Orts‐Escolano, Sergiu Oprea et al. · Applied Soft Computing · 2018 · 1.5K citations

Computing, Computer Science, Computer Vision +13

INbreast

Inês Moreira, Igor Amaral, Inês Domingues et al. · Academic Radiology · 2011 · 1.1K citations · Full text