PATENT CLAIM ANALYSIS

Application Number: 16121335
Application Type: Utility
Filing Date: 2018-09
Publication Date: 2018-12
Patent Classification: ["706", "023000"]

Abstract:
The present disclosure pertains to autonomous control of an imaging system. In some embodiments, training information including at least a plurality of images and action information are received. The plurality of images and action information are provided to a prediction model to train the prediction model. Further, an image capturing device is controlled to capture an image of a portion of a living organism, the image is processed, via the prediction model, to determine an action to be taken with respect to the image, and the determined action is taken with respect to the image.

Claim (Index 20):
A method for facilitating autonomous control of an imaging system, the method comprising:\n receiving training information, the training information including at least (i) a plurality of images that each correspond to a portion of a living organism, and (ii) for each image of the plurality of images, action information indicating one or more actions taken with respect to the image, the one or more actions including acceptance of the image, discarding of the image, or retaking a subsequent image of the portion of the living organism to which the image corresponds to replace the image; providing, as input to a prediction model, the plurality of images and the action information for the plurality of images to train the prediction model regarding an action to take with respect to a new image corresponding to the portion of the living organism; controlling, using the prediction model, an image capturing device to capture a first image of a first portion of a first living organism; processing, via the prediction model, the first image to determine a first action to be taken with respect to the first image, the determination of the first action being based on the training of the prediction model; and causing the first action to be taken with respect to the first image.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 97.0
- Lexical Diversity: 2.05882
- Patent Class: 706.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15397638', '15689411', '16047944', '15830549', '15814125']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3465107645111661
- 35 USC 102 Novelty (BERT): 0.4836525441564357
- Combined Prediction Score: 0.3602249424756931
- Mean Citation Score: 156.18854199999996
- Max Citation Score: 158.39757
- Similarity Product: 101.13816628977298

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