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Title:
MACHINE FOR DETECTING A FOCAL CORTICAL DYSPLASIA LESION IN A BRAIN MAGNETIC RESONANCE IMAGING (MRI) IMAGE
Document Type and Number:
WIPO Patent Application WO/2023/044009
Kind Code:
A3
Abstract:
A machine for detecting a focal cortical dysplasia lesion in a brain magnetic resonance imaging (MRI) image is disclosed. The machine includes a convolutional neural network in communication with a processor. The neural network includes an outer encoding layer, at least one inner encoding layer, at least one inner decoding layer, and an outer decoding layer. A method for training a convolutional neural network to detect focal cortical dysplasia lesions in brain MRI images and a method for detecting a focal cortical dysplasia lesion in an image are also disclosed.

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Inventors:
MCMANIS MARK (US)
PERKINS FREEDOM (US)
Application Number:
PCT/US2022/043811
Publication Date:
May 19, 2023
Filing Date:
September 16, 2022
Export Citation:
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Assignee:
BIOVENTURES LLC (US)
ARKANSAS CHILDRENS RES INSTITUTE (US)
International Classes:
A61B5/00; A61B5/055; G06T7/00
Domestic Patent References:
WO2020219915A12020-10-29
Foreign References:
US20150289779A12015-10-15
Attorney, Agent or Firm:
GLASGOW, Richard, Blakely (US)
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