US 12,131,469 B2
Systems and methods to process electronic images to provide image-based cell group targeting
Rodrigo Ceballos Lentini, Flemington, NJ (US); Christopher Kanan, Pittsford, NY (US); and Belma Dogdas, Ridgewood, NJ (US)
Assigned to Paige.AI, Inc., New York, NY (US)
Filed by PAIGE.AI, Inc., New York, NY (US)
Filed on Jun. 27, 2023, as Appl. No. 18/342,032.
Application 18/342,032 is a continuation of application No. 17/815,671, filed on Jul. 28, 2022, granted, now 11,727,564.
Application 17/815,671 is a continuation of application No. 17/406,002, filed on Aug. 18, 2021, granted, now 11,436,727, issued on Sep. 6, 2022.
Application 17/406,002 is a continuation of application No. 17/391,997, filed on Aug. 2, 2021, granted, now 11,308,616, issued on Apr. 19, 2022.
Claims priority of provisional application 63/061,056, filed on Aug. 4, 2020.
Prior Publication US 2023/0342931 A1, Oct. 26, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. G06T 7/00 (2017.01); G06F 18/23213 (2023.01); G06N 20/00 (2019.01); G06T 7/11 (2017.01); G06V 10/762 (2022.01); G06V 30/19 (2022.01); G16B 40/00 (2019.01); G16H 50/20 (2018.01)
CPC G06T 7/0012 (2013.01) [G06F 18/23213 (2023.01); G06N 20/00 (2019.01); G06T 7/11 (2017.01); G06V 10/763 (2022.01); G06V 30/19107 (2022.01); G16B 40/00 (2019.02); G16H 50/20 (2018.01); G06T 2207/20081 (2013.01); G06T 2207/30024 (2013.01); G06T 2207/30096 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A method of targeted sampling, comprising:
receiving one or more patient-specific medical images of a tissue sample of a patient;
determining, by providing the patient-specific medical images to a machine learning system, one or more target regions in the tissue sample, the target region corresponding to target antigens;
determining, using the machine learning system, one or more optimal tissue sampling locations within each determined target region of the tissue sample; and
providing the target region and the one or more optimal tissue sampling locations for output to a display.