US 12,087,454 B2
Systems and methods for the detection and classification of biological structures
Maximilian Alber, Berlin (DE); Roman Schulte-Sasse, Berlin (DE); Viktor Matyas, Frankfurt am Main (DE); Sharon Ruane, Berlin (DE); and Cornelius Böhm, Berlin (DE)
Assigned to Aignostics GmbH, Berlin (DE)
Filed by Aignostics GmbH, Berlin (DE)
Filed on Nov. 17, 2023, as Appl. No. 18/513,122.
Claims priority of provisional application 63/426,272, filed on Nov. 17, 2022.
Prior Publication US 2024/0170165 A1, May 23, 2024
Int. Cl. G16B 15/00 (2019.01); G06T 7/00 (2017.01); G16H 70/60 (2018.01)
CPC G16H 70/60 (2018.01) [G06T 7/0012 (2013.01); G16B 15/00 (2019.02); G06T 2207/20084 (2013.01); G06T 2207/30024 (2013.01)] 30 Claims
OG exemplary drawing
 
1. A system comprising:
at least one processor; and
at least one computer-readable medium containing instructions that, when executed by the at least one processor, cause the system to perform operations comprising:
obtaining a first image stained using a first stain;
generating an indication of a biological structure identified or classified in the first image by applying the first image to a classification model, the classification model trained to accept as input a second image stained using the first stain and produce as output the indication when the biological structure is identified or classified in the input second image, the classification model trained using a label generation model configured to accept as input a set of third images and produce as output label data, the set of the third images including a third image stained with the first stain and a third image stained with a second stain; and
providing the indication.