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 2):
The system of  claim 1 , wherein the training information includes, for each image of the 1,000 images, parameter information indicating one or more parameters used to control the image capturing device to capture the image, and wherein the one or more processors are configured to:\n provide, as input to the neural network, the parameter information for the 1,000 images to train the neural network regarding a parameter to use to control the image capture device to capture the new image corresponding to the portion of the living organism; and determine, via the neural network, a first parameter to be used to control the image capturing device to capture the first image, the determination of the first parameter being based on the training of the neural network, wherein the image capturing device is controlled based on the first parameter to capture the first image.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 97.0
- Lexical Diversity: 2.05882
- Patent Class: 706.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15397638', '15689411', '16047944', '15830549', '15814125']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3771549132054407
- 35 USC 102 Novelty (BERT): 0.4728853725189607
- Combined Prediction Score: 0.3867279591367927
- Mean Citation Score: 156.18854199999996
- Max Citation Score: 158.39757
- Similarity Product: 113.63378643653157

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