Using Autoencoders for Mammogram Compression

Image quality assessment: from error visibility to structural similarity

Zhou Wang, Alan C. Bovik, Hamid R. Sheikh et al. · IEEE Transactions on Image Processing · 2004 · 56K citations

Arts, Vision Science, Computer Vision +14

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton, Ruslan Salakhutdinov · Science · 2006 · 21K citations

Computing, Computer Science, Artificial Intelligence +14

Restricted Boltzmann machines for collaborative filtering

Ruslan Salakhutdinov, Andriy Mnih, Geoffrey E. Hinton · 2007 · 1.9K citations

Computing, Computer Science, Data Science +14

THE DIGITAL DATABASE FOR SCREENING MAMMOGRAPHY

Michael D. Heath, Kevin W. Bowyer, D B Kopans et al. · 2007 · 1K citations

Medicine, Health Informatics, Radiology +12

An empirical evaluation of deep architectures on problems with many factors of variation

Hugo Larochelle, Dumitru Erhan, Aaron Courville et al. · 2007 · 1K citations

Computing, Computer Science, Algorithms +10