Mobile Architecture Using Cloud for Hashimoto's Thyroiditis Disease Classification
First Claim
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1. A computer-implemented method comprising:
- receiving image data on a mobile presentation device, such as hand-held device having a display screen, from a current image of a patient record stored in a network cloud;
using a data processor in data communication with a business layer (tier 2) containing a data mining application in the cloud;
using the data processor in data communication with the business layer (tier 2) containing an automated data mining application in the cloud with several configurations for creating multiple business layers or fusion of business layers;
using the data processor in data communication with a persistence layer (tier 3) containing an automated data mining application in network communication with the business layer;
displaying the processed results on the presentation layer computed by the automated data mining application and computed using a combination of business layer and a persistence layer;
using the data processor in data communication with a presentation layer (tier-1) displaying the processed results computed by the automated data mining application and computed using a combination of business (tier-2) layer and a persistence layers (tier-3), and able to communicate between presentation layer, business layer and persistence layer of the three tier architecture;
using the combination of three tiers, where the business layer in combination of persistence layers uses a combination of training classifier and testing classifiers; and
using a testing classifier as an online system for computing a binary diagnostic index for Hashimoto'"'"'s Thyroiditis (HT) Disease.
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Abstract
Hashimoto'"'"'s Thyroiditis (HT) is the most common type of inflammation of the thyroid gland and accurate diagnosis of HT would be advantageous in predicting thyroid failure. The application presents three tier architecture for image-based diagnosis and monitoring application using Cloud is described. The presentation layer is run on the tablet (mobile device), while the business and persistence layer runs on a single cloud or distributed on different Clouds in a multi-tenancy and multi-user application. Such architecture is used for automated data mining application for diagnosis of Hashimoto'"'"'s Thyroiditis (HT) Disease using ultrasound.
14 Citations
20 Claims
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1. A computer-implemented method comprising:
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receiving image data on a mobile presentation device, such as hand-held device having a display screen, from a current image of a patient record stored in a network cloud; using a data processor in data communication with a business layer (tier 2) containing a data mining application in the cloud; using the data processor in data communication with the business layer (tier 2) containing an automated data mining application in the cloud with several configurations for creating multiple business layers or fusion of business layers; using the data processor in data communication with a persistence layer (tier 3) containing an automated data mining application in network communication with the business layer; displaying the processed results on the presentation layer computed by the automated data mining application and computed using a combination of business layer and a persistence layer; using the data processor in data communication with a presentation layer (tier-1) displaying the processed results computed by the automated data mining application and computed using a combination of business (tier-2) layer and a persistence layers (tier-3), and able to communicate between presentation layer, business layer and persistence layer of the three tier architecture; using the combination of three tiers, where the business layer in combination of persistence layers uses a combination of training classifier and testing classifiers; and using a testing classifier as an online system for computing a binary diagnostic index for Hashimoto'"'"'s Thyroiditis (HT) Disease. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20)
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Specification