PATENT CLAIM ANALYSIS

Application Number: 16288077
Application Type: Utility
Filing Date: 2019-02
Publication Date: 2019-08
Patent Classification: ["382", "128000"]

Abstract:
This invention is a system and method for utilizing artificial intelligence to operate a surgical robot (e.g., to perform a laminectomy), including a surgical robot, an artificial intelligence guidance system, an image recognition system, an image recognition database, and a database of past procedures with sensor data, electronic medical records, and imaging data. The image recognition system may identify the tissue type present in the patient and if it is the desired tissue type, the AI guidance system may remove a layer of that tissue with the end effector on the surgical robot, and have the surgeon define the tissue type if the image recognition system identified the tissue as anything other than the desired tissue type.

Claim (Index 11):
A non-transitory computer-readable storage medium storing content that, when executed by one or more processors, causes the one or more processors to perform actions including:\n obtaining a first image of a region of interest associated with a surgery subject; identifying a type of tissue shown in the first image based, at least in part, on a neural network model; in response to determining that the identified type of tissue belongs to a set of targeted types, causing a robotic surgical apparatus to perform a first surgical action with respect to the region of interest in accordance with a surgical plan; and obtaining a second image of the region of interest after completion of the first surgical action; in response to a failure to identify a type of tissue shown in the second image based, at least in part, on the neural network model:\n presenting the second image to a user; and \n receiving an input from the user indicating a type of tissue shown in the second image.

Metadata:
- Claim Count in Document: 5.0
- Percentile: 99.0
- Lexical Diversity: 2.01538
- Patent Class: 382.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['14266769', '12485503', '14172502', '15706532', '12847269']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3507554321613675
- 35 USC 102 Novelty (BERT): 0.4754750230792863
- Combined Prediction Score: 0.3632273912531594
- Mean Citation Score: 198.586442
- Max Citation Score: 209.5501
- Similarity Product: 173.1623940879464

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

Dataset: test