Systems and methods for automated detection of visual objects in medical images
US11776243B2 · kind B2 · utility
Assignee
Inventor
Key dates
| Filing date | Jun 27, 2019 |
| Grant date | Oct 3, 2023 |
| Priority date | — |
| Expiry date | Feb 14, 2040 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06V2201/032
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
There is provided a computer implemented method for identification of an indication of visual object(s) in anatomical image(s) of a target individual, comprising: providing anatomical image(s) of a body portion of a target individual, inputting the anatomical image(s) into a classification component of a neural network (NN) and into a segmentation component of the NN, feeding a size feature into the classification component of the NN, wherein the size feature comprises an indication of a respective size of each segmented visual object identified in the anatomical image(s), the size feature computed according to segmentation data outputted by the segmentation component for each pixel element of the anatomical image(s), and computing, by the classification component of the NN, an indication of visual object(s) in the anatomical image(s).
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.