Patent · US Active

Biological image transformation using machine-learning models

US12332970B2 · kind B2 · utility

0Cited by
2References
30Claims
0Family size

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Key dates

Filing dateJul 18, 2022
Grant dateJun 17, 2025
Priority date
Expiry dateSep 22, 2043

Classification

  • Technology area (CPC G)Physics
  • CPC primaryG06T2207/30024
  • WIPO fieldComputer technology
  • WIPO sectorElectrical engineering

Abstract

Described are systems and methods for training a machine-learning model to generate image of biological samples, and systems and methods for generating enhanced images of biological samples. The method for training a machine-learning model to generate images of biological samples may include obtaining a plurality of training images comprising a training image of a first type, and a training image of a second type. The method may also include generating, based on the training image of the first type, a plurality of wavelet coefficients using the machine-learning model; generating, based on the plurality of wavelet coefficients, a synthetic image of the second type; comparing the synthetic image of the second type with the training image of the second type; and updating the machine-learning model based on the comparison.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.