US 11,710,235 B2
Systems and methods for processing electronic images of slides for a digital pathology workflow
Danielle Gorton, Beacon, NY (US); Patricia Raciti, New York, NY (US); Jillian Sue, New York, NY (US); and Razik Yousfi, Brooklyn, NY (US)
Assigned to Paige.AI, Inc., New York, NY (US)
Filed by PAIGE.AI, Inc., New York, NY (US)
Filed on Dec. 16, 2021, as Appl. No. 17/552,438.
Claims priority of provisional application 63/127,846, filed on Dec. 18, 2020.
Prior Publication US 2022/0198666 A1, Jun. 23, 2022
Int. Cl. G06K 9/00 (2022.01); G06T 7/00 (2017.01); G06V 10/25 (2022.01); G06V 10/12 (2022.01); G06V 10/77 (2022.01); G16H 10/40 (2018.01); G16H 15/00 (2018.01); G16H 50/20 (2018.01); G16H 30/40 (2018.01); G16H 80/00 (2018.01); G06T 11/60 (2006.01)
CPC G06T 7/0014 (2013.01) [G06T 11/60 (2013.01); G06V 10/12 (2022.01); G06V 10/25 (2022.01); G06V 10/7715 (2022.01); G16H 10/40 (2018.01); G16H 15/00 (2018.01); G16H 30/40 (2018.01); G16H 50/20 (2018.01); G16H 80/00 (2018.01); G06T 2207/10004 (2013.01); G06T 2207/30004 (2013.01); G06T 2207/30024 (2013.01); G06V 2201/03 (2022.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method of using at least one machine learning model to categorize a sample in digital pathology, comprising:
receiving one or more cases, each associated with digital images of a pathology specimen, at a digital storage device;
identifying, using the machine learning model, a case of the one or more cases as ready to view;
receiving a selection of the case, the case comprising a plurality of parts;
determining, using the machine learning model, a plurality of features based on the digital images associated with the case;
automatically aggregating, using the machine learning model, a plurality of portions of the pathology specimen into a part index;
determining a diagnosis based on the determined plurality of features, the diagnosis including the part index;
determining, using the machine learning model, a plurality of partial reports using the plurality of features; and
aggregating, the plurality of partial reports into a report, the report including the diagnosis.