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 12):
The system of  claim 1 , wherein the one or more processors are configured to:\n 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; determine, via the neural network, a second parameter to be used to control the image capturing device to retake a subsequent first image of the first portion of the first living organism to which the first image corresponds, the determination of the second parameter being based on the training of the neural network; assign weights to the first parameter and the second parameter based on a time of capture of each of the first image and the subsequent first image; and provide, as an input to the neural network, the assigned weights to train the neural network.

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): 0.3813190327608818
- 35 USC 102 Novelty (BERT): 0.4563034283807142
- Combined Prediction Score: 0.388817472322865
- Mean Citation Score: 156.18854199999996
- Max Citation Score: 158.39757
- Similarity Product: 129.5491903549397

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