# US 10,319,467 B2 · Medical information navigation engine (MINE) system

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- Number: US 10,319,467 B2
- Document ID: US10319467B2
- Status: Granted
- Kind: B2
- Application number: 13/964,031
- Filed: 2013-08-09
- Published: 2014-02-13
- Granted: 2019-06-11
- Earliest claimed: 2010-09-01
- Assignees: Apixio, Inc.
- Applicants: Robert Derward Rogers; Shahram Shawn Dastmalchi; Darren Matthew Schulte; Imran N. Chaudhri; Mary Ellen Campana; Vishnuvyas Sethumadhavan
- Inventors: Robert Derward Rogers; Shahram Shawn Dastmalchi; Darren Matthew Schulte; Imran N. Chaudhri; Mary Ellen Campana; Vishnuvyas Sethumadhavan
- Web page: https://patentgrep.com/patent/US10319467B2

## CPC

- G16H 10/60: for patient-specific data, e.g. for electronic patient records
- G16H 40/20: for the management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
- G16H: HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA

## Abstract

A medical information navigation engine (MINE) for transacting medical information by receiving medical information from a medical sources, identifying, mapping, and consolidating the received medical information by a back-end medical processor, presenting access to specific relevant data, based on a user's security privileges, within the identified, mapped, and consolidated medical information, based on user-specific functions or roles by a front-end medical processor, and generating user-customized processed medical information to a plurality of users, with at least a portion of the user-customize processed medical information being provided to each of the plurality of users based on its relevancy to each user's specific function or role and each user's associated security privileges.

## Claims

### Claim 1

A method for improving reporting of recognized Medicare Accountable Care Organization (ACO) quality measures performed by a medical information navigation engine (MINE), useful in association with at least one electronic health record (EHR) system, the method comprising:
aggregating clinical data and billing data from at least one electronic health record system, wherein the clinical data includes medical records, healthcare device generated information, information entered by a patient, text information entered by a care provider, and scanned documents;
extracting concepts within the clinical data using a database of medical concepts and relationships between the medical concepts;
identifying at least one ACO quality measure using the extracted concepts;
determining a measured quantity of the identified at least one ACO quality measure;
receiving a probability rate of an ACO quality measure being found by a complete manual audit;
determining a number of patients in the at least one electronic health record system;
calculating an expected quantity of ACO quality measure being found by the complete manual audit by multiplying the probability rate by the number of patients;
subtracting the measured quantity from the expected quantity to generate a variable;
solve a confidence level for the variable using the number of patients and Hoeffding's inequality equation;
receiving an acceptable value for the confidence level;
comparing the confidence level to the acceptable value; and
exporting the at least one recognized ACO quality measure identified using the extracted concepts for reporting or for manual validation responsive to the confidence level meeting the acceptable value.

### Claim 2 (depends on 1)

The method of claim 1 further comprising providing a validation tool for users, including clinicians, to search and view clinical data.

### Claim 3 (depends on 1)

The method of claim 1, further comprising applying terminology codes to the extracted concepts.

### Claim 4 (depends on 1)

The method of claim 1, wherein the exporting is through an application interface.

### Claim 5 (depends on 4)

The method of claim 4, wherein the exporting is to a GPRO quality tool.

### Claim 6 (depends on 1)

The method of claim 1, further comprising updating the identified at least one ACO quality measure with validated results.

### Claim 7 (depends on 6)

The method of claim 6, further comprising repeating the calculation of the confidence level using the updated identified at least one ACO quality measure.

### Claim 8 (depends on 1)

The method of claim 1, further comprising receiving a listing of codes associated with the at least one electronic health record system.

### Claim 9 (depends on 8)

The method of claim 8, further comprising identifying which of the extracted concepts are not reflected in the listing of codes associated with the at least one electronic health record system.

### Claim 10 (depends on 9)

The method of claim 9, further comprising recommending the identified extracted concepts that are not reflected as reimbursement opportunities.