PATENT CLAIM ANALYSIS

Application Number: 16008826
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2019-12
Patent Classification: ["348", "169000"]

Abstract:
Implementations generally relate to detecting dominant tools in surgical videos. In some implementations, a method includes receiving at least one image frame. The method further includes detecting one or more objects in the at least one image frame. The method further includes classifying the one or more objects into one or more tool classifications, where the one or more objects are tools. The method further includes determining a handedness of the one or more tools. The method further includes determining a dominant tool from the one or more tools based at least in part on the one or more classifications of the one or more tools and based at least in part on the handedness of the one or more tools.

Claim (Index 20):
The method of  claim 15 , further comprising performing the determining of the dominant tool in real-time.

Metadata:
- Claim Count in Document: 35.0
- Percentile: 94.0
- Lexical Diversity: 2.93182
- Patent Class: 348.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14808208', '14438692', '14706766', '14076199', '13895742']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5974045960446407
- 35 USC 102 Novelty (BERT): 0.4864859783510291
- Combined Prediction Score: 0.5863127342752795
- Mean Citation Score: 157.09141200000005
- Max Citation Score: 168.45755
- Similarity Product: 109.20639949860572

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

Dataset: test