POPULATION HEALTH MANAGEMENT SYSTEM UTILIZING NATURAL LANGUAGE PROCESSING ENHANCED STRATIFICATION

摘要

Methods, systems, computer storage media, and graphical user interfaces for population health management are disclosed. The population health management system may allow for cross-continuum tracking and subsequent interactions with transactional systems, providers, and/or patients. The population health management system may include utilizing clinically relevant algorithms to populate registries to enable healthcare providers to better facilitate care for a population of patients. The population health management system may consolidate and provide comprehensive condition-specific and/or patient situation specific information that is accessible and updatable across venues. The population health management system may create cross venue antibiograms based on medications information and susceptibility results which can be filtered for selected demographics. The population health management system may be utilized to provide multiple medication options including dosing, generic alternatives, cost, availability, and susceptibility information. Inappropriate trends may be flagged and monitored and medication stewards may be alerted or notified to intervene.

主权项

1. One or more computer storage media storing computer-executable instructions that, when executed by one or more computing devices, cause the one or more computing devices to perform a method for stratifying one or more patients into one or more groups, the method comprising:
receiving, at a population health server, healthcare data, wherein the healthcare data comprises clinical impressions and/or clinical narratives from one or more healthcare providers; utilizing the population health server for natural language processing to extract one or more clinical indicators from the healthcare data; utilizing the population health server to stratify one or more patients into one or more groups based on at least a portion of the one or more clinical indicators; and utilizing the population health server to create at least one registry comprising the one or more groups, wherein the at least one registry accounts for one or more of: resources available to a patient; lifestyle and prognostic assets that can be used for prediction; and assets necessary for attribution, allocation, or measurement.