PATENT CLAIM ANALYSIS

Application Number: 15965374
Application Type: Utility
Filing Date: 2018-04
Publication Date: 2019-10
Patent Classification: ["606", "08600R"]

Abstract:
Disclosed is a navigation system. The navigation system may be used to at least assist in a procedure. The system may assist in delineating objects and/or determining physical boundaries of image elements. The system may assist in planning and/or a workflow of the procedure.

Claim (Index 30):
A method of performing a surgical procedure with a surgical navigation system, comprising:\n accessing a trained model from a memory system; accessing an image data of a subject, wherein the image data includes a cone beam computed tomography; analyzing the accessed image data with a convolutional neural network (CNN) configured for analyzing an image data with the trained model; outputting a three-dimensional (3D) image data of a segmentation based on the analysis of the image data with the CNN; and automatically outputting a workflow procedure portion for a surgical procedure based on the output 3D image data of the segmentation; wherein the CNN includes at least one of a limited number of parameters or selected weights on parameters to increase a probability of correct segmentation.

Metadata:
- Claim Count in Document: 32.0
- Percentile: 91.0
- Lexical Diversity: 1.71429
- Patent Class: 606.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['12730714', '10619216', '13242195', '10794716', '12509868']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.7990413720192308
- 35 USC 102 Novelty (BERT): 0.4541009520637196
- Combined Prediction Score: 0.7645473300236797
- Mean Citation Score: 152.25143
- Max Citation Score: 162.14603
- Similarity Product: 112.50254565527736

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test