Invention Grant
- Patent Title: System, method and apparatus for obtaining sensitive and specific predictions from deep neural networks
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Application No.: US17684002Application Date: 2022-03-01
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Publication No.: US12243298B2Publication Date: 2025-03-04
- Inventor: Matthew Toews , James Lee
- Applicant: LITTLE ANGEL MEDICAL INC.
- Applicant Address: CA Pointe-Claire
- Assignee: LITTLE ANGEL MEDICAL INC.
- Current Assignee: LITTLE ANGEL MEDICAL INC.
- Current Assignee Address: CA Pointe-Claire
- Agency: Foley & Lardner LLP
- Main IPC: G06V10/82
- IPC: G06V10/82

Abstract:
Described herein are computer-implemented systems, methods, and apparatuses for predicting classifications for image data, the system comprising a processor, memory and storage, and configured to: receive at least one image data sample; generate, using a deep neural network, for each image data sample, an activation layer comprising a set of activation vectors; perform activation vector correspondence for at least one of the activation vectors based on activation vector distance and conditioned by non-image data; and predict at least one classification for each image data sample based on the activation vector correspondence.
Public/Granted literature
- US20220301297A1 SYSTEM, METHOD AND APPARATUS FOR OBTAINING SENSITIVE AND SPECIFIC PREDICTIONS FROM DEEP NEURAL NETWORKS Public/Granted day:2022-09-22
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