US 12,406,753 B2
Diagnostic laboratory systems and methods of imaging tube assemblies
Yao-Jen Chang, Princeton, NJ (US); Vivek Singh, Princeton, NJ (US); Boris Mailhe, Plainsboro, NJ (US); Benjamin S. Pollack, Jersey City, NJ (US); and Ankur Kapoor, Plainsboro, NJ (US)
Assigned to Siemens Healthcare Diagnostics Inc., Tarrytown, NY (US)
Appl. No. 18/834,427
Filed by Siemens Healthcare Diagnostics Inc., Tarrytown, NY (US)
PCT Filed Mar. 2, 2023, PCT No. PCT/US2023/063622
§ 371(c)(1), (2) Date Jul. 30, 2024,
PCT Pub. No. WO2023/168366, PCT Pub. Date Sep. 7, 2023.
Claims priority of provisional application 63/268,846, filed on Mar. 3, 2022.
Prior Publication US 2025/0166748 A1, May 22, 2025
Int. Cl. G16H 10/40 (2018.01)
CPC G16H 10/40 (2018.01) 20 Claims
OG exemplary drawing
 
1. A method of synthesizing an image of a tube assembly, comprising:
capturing an image of a tube assembly, the capturing generating a captured image;
decomposing the captured image into a plurality of features in latent space using a trained image decomposition model;
manipulating one or more of the features in the latent space into manipulated features; and
generating a synthesized tube assembly image with at least one of the manipulated features using a trained image composition model.