PATENT CLAIM ANALYSIS

Application Number: 16132022
Application Type: Utility
Filing Date: 2018-09
Publication Date: 2019-03
Patent Classification: ["705", "004000"]

Abstract:
An insurance management system receives, from a client device, at least one image of an insurance card associated with the user operating the client device. The insurance management system extracts features from the at least one image and generates a feature vector associated with the at least one image. A machine learning model receives the feature vector as input and outputs a classification comprising an association with an insurance plan. The insurance management system receives historical medical information that is specific to the user and indicates a current medical condition of the user and evaluates the insurance plan of the user in view of their historical medical information. Based on the evaluation, the insurance management system provides a recommendation that comprises one or more alternative insurance plans or one or more alternative pharmacies.

Claim (Index 12):
The method of  claim 1 , wherein the machine learning model is configured to:\n determine, based on the set of features, a template of an insurance card that is similar to the insurance card in the at least one image, wherein the template is a geometrical representation of the insurance card known to the insurance management system and comprises one or more slots in various locations on the template where each slot is associated with a type of information.

Metadata:
- Claim Count in Document: 9.0
- Percentile: 97.0
- Lexical Diversity: 2.13636
- Patent Class: 705.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['13667972', '11264878', '10813968', '13589758', '09812704']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.1160328397472053
- 35 USC 102 Novelty (BERT): 0.4917102349829402
- Combined Prediction Score: 0.1536005792707788
- Mean Citation Score: 174.98211199999997
- Max Citation Score: 192.85268
- Similarity Product: 126.65599060109136

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