PATENT CLAIM ANALYSIS

Application Number: 15997408
Application Type: Utility
Filing Date: 2018-06
Publication Date: 2018-12
Patent Classification: ["382", "159000"]

Abstract:
A set of virtual images can be generated based on one or more real images and target rendering specifications, such that the set of virtual images correspond to (for example) different rendering specifications (or combinations thereof) than do the real images. A machine-learning model can be trained using the set of virtual images. Another real image can then be processed using the trained machine-learning model. The processing can include segmenting the other real image to detect whether and/or which objects are represented (and/or a state of the object). The object data can then be used to identify (for example) a state of a procedure.

Claim (Index 18):
The computer-program product of  claim 15 , wherein the one or more objects includes a set of surgical tools.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 94.0
- Lexical Diversity: 1.93443
- Patent Class: 382.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15917331', '15893864', '15090984', '15715604', '15906141']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3244662113529697
- 35 USC 102 Novelty (BERT): 0.491040442040149
- Combined Prediction Score: 0.3411236344216877
- Mean Citation Score: 143.54653000000005
- Max Citation Score: 153.23228
- Similarity Product: 94.52184622090816

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