公开(公告)号：US11989878B2

公开(公告)日：2024-05-21

申请号：US17948302

申请日：2022-09-20

Applicant: MERATIVE US L.P.

Inventor： Mark D. Bronkalla ,  Grant Covell ,  Amanda Long ,  David Richmond

IPC: G06T7/00 ,  A61B5/00 ,  G06N20/00 ,  G16H30/20 ,  G16H30/40 ,  G06N5/022

CPC classification number: G06T7/0012 ,  A61B5/0013 ,  G06N20/00 ,  G16H30/20 ,  G16H30/40 ,  A61B5/0044 ,  A61B2576/023 ,  G06N5/022 ,  G06T2207/30004

Abstract: Systems and methods for selectively processing image studies with an artificial intelligence system. One system includes an electronic processor configured to select an image study awaiting review and update a workflow status of the image study to a first status indicating that the image study has been claimed for review by the artificial intelligence system. The electronic processor is also configured to apply at least one of the plurality of rules to the image study to determine whether the image study is applicable for processing by the artificial intelligence system, and, in response to determining the image study is not applicable for processing by the artificial intelligence system based on the at least one of the plurality of rules, update the workflow status associated with the image study to a second status to make the image study available for claiming by a manual reviewer or another artificial intelligence system.

公开(公告)号：US11734819B2

公开(公告)日：2023-08-22

申请号：US16934538

申请日：2020-07-21

Applicant: Merative US L.P.

Inventor： Aly Mohamed ,  Maria Victoria Sainz de Cea ,  David Richmond

IPC: G06T7/00 ,  G16H50/20 ,  G16H50/30 ,  G06F18/214

CPC classification number: G06T7/0012 ,  G06F18/214 ,  G16H50/20 ,  G16H50/30 ,  G06T2207/10116 ,  G06T2207/20081 ,  G06T2207/20084 ,  G06T2207/30068

Abstract: An AI system may receive an image. The AI system may include a first AI model trained using labeled training images including images from prior mammograms to predict cancer and a second AI model trained using labeled training images including images from current mammograms to classify mammogram images. The second AI model may be initialized using the weights of the first AI model using transfer learning. The AI system may receive a classification output indicating a likely current breast cancer diagnosis or a likelihood of the user to develop breast cancer in the future.

公开(公告)号：US11830183B2

公开(公告)日：2023-11-28

申请号：US17011556

申请日：2020-09-03

Applicant: Merative US L.P.

Inventor： David Richmond ,  Amin Katouzian ,  Maria Victoria Sainz de Cea ,  Sun Young Park

IPC: G06F17/00 ,  G06F7/00 ,  G06T7/00 ,  G06N20/00 ,  G06F16/583 ,  G06V10/40

CPC classification number: G06T7/0012 ,  G06F16/583 ,  G06N20/00 ,  G06V10/40 ,  G06T2207/20081

Abstract: A system, method, and computer program product for treatment planning are disclosed. The system includes at least one processing component, at least one memory component, a training module, a retrieval module, and a plan generator. The training module generates hash codes by hashing features from data sources with data source-specific hash functions, and generates superclass hash codes by hashing the generated hash codes with at least one superclass hash function. The retrieval module extracts features from case data, and locates features from the data sources that are similar to the extracted features. The plan generator calculates outcome probabilities for the case data based on known outcomes associated with the located features.

公开(公告)号：US20230186465A1

公开(公告)日：2023-06-15

申请号：US17948302

申请日：2022-09-20

Applicant: MERATIVE US L.P.

Inventor： Mark D. Bronkalla ,  Grant Covell ,  Amanda Long ,  David Richmond

IPC: G06T7/00 ,  A61B5/00 ,  G16H30/20 ,  G16H30/40 ,  G06N20/00

CPC classification number: G06T7/0012 ,  A61B5/0013 ,  G16H30/20 ,  G16H30/40 ,  G06N20/00 ,  G06N5/022

Abstract: Systems and methods for selectively processing image studies with an artificial intelligence system. One system includes an electronic processor configured to select an image study awaiting review and update a workflow status of the image study to a first status indicating that the image study has been claimed for review by the artificial intelligence system. The electronic processor is also configured to apply at least one of the plurality of rules to the image study to determine whether the image study is applicable for processing by the artificial intelligence system, and, in response to determining the image study is not applicable for processing by the artificial intelligence system based on the at least one of the plurality of rules, update the workflow status associated with the image study to a second status to make the image study available for claiming by a manual reviewer or another artificial intelligence system.