Invention Grant
- Patent Title: Volumetric quantification of cardiovascular structures from medical imaging
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Application No.: US15711193Application Date: 2017-09-21
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Publication No.: US09968257B1Publication Date: 2018-05-15
- Inventor: Jeremy Burt
- Applicant: Hälsa Labs, LLC
- Applicant Address: US FL Windermere
- Assignee: Halsa Labs, LLC
- Current Assignee: Halsa Labs, LLC
- Current Assignee Address: US FL Windermere
- Agency: Fox Rothschild LLP
- Agent Robert J. Sacco; Carol E. Thorstad-Forsyth
- Main IPC: A61B5/00
- IPC: A61B5/00 ; A61B5/055 ; A61B5/02

Abstract:
A computing system accesses complementary image data of a biological tissue structure (BTS), which can include a human cardiovascular structure. The complementary image data is comprised of two-dimensional images which represent different views of the BTS respectively aligned with a plurality of distinct image planes. A plurality of separate convolutional neural networks (CNNs) are used to respectively process each of the plurality of two-dimensional images. Each CNN determines a probability map which is then adaptively fused into a single segmented output. A contouring operation is automatically performed to calculate at least one clinical measurement and/or create at least one 3D volume.
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