The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Feb. 05, 2019
Filed:
Jun. 28, 2018
Deepmind Technologies Limited, London, GB;
Jeffrey De Fauw, London, GB;
Joseph R. Ledsam, London, GB;
Bernardino Romera-Paredes, London, GB;
Stanislav Nikolov, London, GB;
Nenad Tomasev, London, GB;
Samuel Blackwell, London, GB;
Harry Askham, London, GB;
Xavier Glorot, Montreal, CA;
Balaji Lakshminarayanan, London, GB;
Trevor Back, Saffron Walden, GB;
Mustafa Suleyman, London, GB;
Pearse A. Keane, London, GB;
Olaf Ronneberger, London, GB;
Julien Robert Michel Cornebise, London, GB;
Abstract
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating a final classification output for an image of eye tissue. The image is provided as input to each of one or more segmentation neural networks to obtain one or more segmentation maps of the eye tissue in the image. A respective classification input is generated from each of the segmentation maps. For each of the segmentation maps, the classification input for the segmentation map is provided as input to each of one or more classification neural networks to obtain, for each segmentation map, a respective classification output from each classification neural network. A final classification output for the image is generated from the respective classification outputs for each of the segmentation maps.