Lesion detection artificial intelligence pipeline computing system

GJJ Palma, PLE Fernandez, P Dufort, T Binder… - US Patent …, 2022 - Google Patents
A lesion detection and classification artificial intelligence (AI) pipeline comprising a plurality
of trained machine learning (ML) computer models is provided. First ML model (s) process …

Seed relabeling for seed-based segmentation of a medical image

YQ Wang, GJJ Palma - US Patent 11,749,401, 2023 - Google Patents
A mechanism is provided for seed relabeling for seed-based slice-wise lesion segmentation.
The mechanism receives a lesion mask for a three-dimensional medical image volume. The …

Inference process visualization system for medical scans

K Lyman, A Upton, J Francis, V Li - US Patent 12,061,994, 2024 - Google Patents
An inference process visualization system is configured to generate inference process
visualization data for a medical scan indicating an inference process flow of plurality of sub …

Identification of a contrast phase depicted in a medical image

R Muhamedrahimov, BAR Amir - US Patent 11,727,087, 2023 - Google Patents
There is provided a method, comprising: accessing medical images of subjects, depicting
contrast phases of contrast administered to the respective subject, accessing for a first …

Lesion detection artificial intelligence pipeline computing system

GJJ Palma, PLE Fernandez, P Dufort, T Binder… - US Patent …, 2023 - Google Patents
A lesion detection and classification artificial intelligence (AI) pipeline comprising a plurality
of trained machine learning (ML) computer models is provided. First ML model (s) process …

Multiple operating point false positive removal for lesion identification

T Binder, GJJ Palma - US Patent 11,688,517, 2023 - Google Patents
A false positive removal engine is provided. The false positive removal engine receives
detected objects in one or more images. A machine learning classifier computer model …

Ensemble machine learning model architecture for lesion detection

OB Sakhi, PLE Fernandez, GJJ Palma… - US Patent …, 2023 - Google Patents
A lesion detection ensemble machine learning model architecture comprising a plurality of
trained machine learning (ML) computer models is provided. A first decoder of a lesion …

Refining lesion contours with combined active contour and inpainting

GJJ Palma, YQ Wang - US Patent 11,587,236, 2023 - Google Patents
(57) ABSTRACT A mechanism is provided in a data processing system for refining lesion
contours with combined active contour and inpainting. The mechanism receives an initial …

Logistic model to determine 3D z-wise lesion connectivity

YQ Wang, GJJ Palma - US Patent 11,694,329, 2023 - Google Patents
A mechanism is provided to implement a trained machine learning computer model for
determining z-wise lesion connectivity. The mechanism identifies, for a given slice in a three …