Abstract: The invention relates generally to medication therapy and more particularly to a system and methods for medication therapy management to support improved adherence and alert clinicians of changes in behavior or symptoms. The system may facilitate interactions between various data sources (e.g., medical health records, genomics databases, and other connected third-party devices) to manage workflow, execute rules, interface with knowledge bases, codify information, schedule events, provide notification, and more. In addition, the system may include a conversational or actionable artificial intelligence persona tailored to each user and configured to, for example, converse, instruct, and/or coach a user according to one or more features of the system.

Abstract: This invention relates to the field of medical informatics, and more particularly to a system and methods for generating and displaying a user interface of a patient medical record such that a user can annotate, augment, and overall interact with clinically more accurate and detailed medical information. In addition, the system may be configured to collect, display, and model an individual's genomic makeup, physiological characteristics, healthcare history, and lifestyle to enable personalized medicine, better understand the transition from health to disease, and identify additional risk factors for disease. Advantageously, the system is configured to collect, display, and model an individual's genomic makeup, health status, health history, and social determinants of health to enable personalized medicine, better understand the transition from health to disease, and identify additional risk factors for disease.

Abstract: A system and method for extracting data from an electronic health record to provide provider and patient data similarity scoring includes: encoding a problem list for a plurality of patients with concepts from a common electronic health record ontology. In one aspect, the patients have electronic health records maintained by a plurality of providers. The system and method then may parse the concepts into a plurality of clusters or categories and determining, for each of the providers, a total number of patients that have at least one problem in a cluster or category or determining, for each patient, which of the plurality of clusters or categories correspond to at least one concept encoded in the patient's problem list. The system and method then may calculate for each pair of providers or patients, a distance between the providers or patients.

Abstract: A system and process for tagging electronic documents or other electronic content with concepts mentioned, contained, or otherwise described in that content. Once tagged, the content may be searchable, indexable, and retrievable in order to provide that content to an end user or another recipient. The system may be configured to handle a considerable number of asset files and a large number of users, workflows, and access applications simultaneously. The system may auto-tag the content and also may include a user interface for confirming and updating those tags and for manually creating new or additional tags. Content may include documents such as medical documents relating to procedures, diagnoses, medications or other domains. Alternatively, the content may include information about various care providers, in order to allow a user to locate a physician meeting one or more desired criteria.

Abstract: A method for generating a user interface for analyzing a patient-specific electronic medical or health record that includes a problem list includes the steps of grouping related potential problems into problem list categories, grouping a subset of the problems into clusters within the categories, mapping, using a computer, entries in the problem list with a respective description in an interface terminology, associating one or more of other medical data, e.g., medication, lab results, procedures, imaging results, past medical history or surgeries, notes, vital signs, or allergy data in the record with at least one problem, receiving a request corresponding to a problem or problem list category or to other medical data, identifying non-problem data in the record grouped in a cluster with the requested data, and modifying a user interface to display the identified data separate from other similar medical data included in the electronic medical or health record.

Abstract: The present invention relates to a system and methods for displaying genomic and clinical information. More specifically, the invention is directed to a system for collecting, displaying, and modeling an individual's genomic makeup, physiological characteristics, healthcare history, and lifestyle to enable personalized medicine, better understand the transition from health to disease, and identify additional risk factors for disease. Certain embodiments of the system facilitate generating and displaying a patient record on a graphical user interface. Additionally, embodiments of the invention allow users through the use of user interface to annotate, augment, and overall interact with the clinically more accurate and detailed user interface.

Abstract: A method for generating a user interface for analyzing a patient-specific electronic medical or health record that includes a problem list includes the steps of grouping related potential problems into problem list categories, grouping a subset of the problems into clusters within the categories, mapping, using a computer, entries in the problem list with a respective description in an interface terminology, associating one or more of other medical data, e.g., medication, lab results, procedures, imaging results, past medical history or surgeries, notes, vital signs, or allergy data in the record withdf at least one problem, receiving a request corresponding to a problem or problem list category or to other medical data, identifying non-problem data in the record grouped in a cluster with the requested data, and modifying a user interface to display the identified data separate from other similar medical data included in the electronic medical or health record.

Abstract: A system and method for problem list categorization and management in an electronic health or medical record includes matching each entry in the list with an interface terminology concept, grouping related concepts together into one or more categories, and grouping entries into one or more nested sets of problems. Groupings are accomplished by analyzing semantic distances between concept elements to determine which entries are duplicates according to the interface terminology and which are different but related to sufficiently similar concepts. Certain elements will be sufficiently related that they are nested or clustered within a single problem list element. Others are different enough to merit different elements but classification within a common category of problems.

Abstract: A system and method for receiving and processing patient medical information for integration into third party applications, including patient medical records, billing systems, and reporting systems. The method may be implemented as a software as a service application separate from the middle tier application server or other computer system implementing the third party application. In addition, the system may operate in a stateless environment in which the computer system running the SaaS application may not retain the patient medical information or data relating to a patient history interview state.

Abstract: A system and method for facilitating dictionary migration or dictionary mapping from a first vocabulary or a first dictionary of terms to a second vocabulary includes one or more computers configured to carry out the steps of mapping a subset of the first set of terms to respective terms in an interface terminology and flagging another subset as not mapped to respective terms in the interface terminology. The system then may provide suggested mappings for the non-mapped terms, relying on user-supplied indications in order to map those terms. The system and method also may map the first dictionary terms to a reference terminology, an administrative terminology, or a clinical terminology or, conversely, may use those external terminologies to assist in mapping to the interface terminology.

Abstract: A medical classification code modeling system and method that generates visual maps in response to user queries, where the visual maps represent combinations of modifiers of an interface terminology that, taken together, map to medical classification code elements. The system and method may present multiple visual maps on the same display to permit visual analysis of multiple mapping revisions or versions. The system and method further may integrate into an electronic health record such that the user's ultimate selection of a mapping results in the corresponding medical classification code being inserted into the record of a patient at an appropriate location, such as on the patient's problem list.

Abstract: A method for generating a user interface for analyzing a patient-specific electronic medical or health record that includes a problem list includes the steps of grouping related potential problems into problem list categories, grouping a subset of the problems into clusters within the categories, mapping, using a computer, entries in the problem list with a respective description in an interface terminology, associating one or more of other medical data, e.g., medication, lab results, procedures, imaging results, past medical history or surgeries, notes, vital signs, or allergy data in the record with at least one problem, receiving a request corresponding to a problem or problem list category or to other medical data, identifying non-problem data in the record grouped in a cluster with the requested data, and modifying a user interface to display the identified data separate from other similar medical data included in the electronic medical or health record.

Abstract: A method of implementing a controlled vocabulary may include the steps of generating the controlled vocabulary by forming a list of medical terms and associated descriptions; creating a list of codes internal to the controlled vocabulary; and storing the codes, the medical terms, and the descriptions in a format suitable for use in the patient longitudinal electronic medical record environment. In addition, a sound wave may be captured as an electronic file, translated into text, and stored as a patient medical record event. The patient medical record event may be parsed for context and may be tagged with one or more source vocabularies, and a code internal to the source vocabulary may be provided. Event context and source vocabulary findings may then be used as discrete elements to add to the longitudinal patient electronic medical record environment.

Abstract: A system and method for extracting data from an electronic health record to provide provider and patient data similarity scoring includes: encoding a problem list for a plurality of patients with concepts from a common electronic health record ontology. In one aspect, the patients have electronic health records maintained by a plurality of providers. The system and method then may parse the concepts into a plurality of clusters or categories and determining, for each of the providers, a total number of patients that have at least one problem in a cluster or category or determining, for each patient, which of the plurality of clusters or categories correspond to at least one concept encoded in the patient's problem list. The system and method then may calculate for each pair of providers or patients, a distance between the providers or patients.

Abstract: A method for generating orders for a care plan through a problem list in an electronic medical record or an electronic health record includes the steps of mapping, using a computer, entries in a problem list with a respective concept in an interface terminology, analyzing, by a computer, each mapped entry to determine related problem list entries, grouping related entries into one or more categories, and aggregating a plurality of care plans relevant to one of the categories. Care plans may include medications and labs, and each care plan entry also may be coded with an external terminology, such as RxNorm or LOINC.

Abstract: A method for implementing an interface terminology is described, the interface terminology comprising concepts and descriptions, a description being an alternative way to express a concept. The interface terminology also may include a plurality of domains, wherein each concept is unique within a domain. The method may include the steps of: storing a plurality of concepts in a database; storing a plurality of descriptions in a database; linking each description to a respective concept; storing an external code set in a database, the external code set comprising a plurality of external codes; and mapping an external code to a concept. The steps may occur via database table mapping. The method also may include deploying a front-end file, the front-end file comprises a link between the descriptions and the external code set.

Abstract: A system and process for tagging electronic documents or other electronic content with concepts mentioned, contained, or otherwise described in that content. Once tagged, the content may be searchable, indexable, and retrievable in order to provide that content to an end user or another recipient. The system may be configured to handle a considerable number of asset files and a large number of users, workflows, and access applications simultaneously. The system may auto-tag the content and also may include a user interface for confirming and updating those tags and for manually creating new or additional tags. Content may include documents such as medical documents relating to procedures, diagnoses, medications or other domains. Alternatively, the content may include information about various care providers, in order to allow a user to locate a physician meeting one or more desired criteria.

Abstract: A system and method for including a medical classification code in a computer application such as an electronic health record includes a web service configured to render as an interactive object in a portion of an application user interface. In response to a query, the web service returns an output including data, user interface components, and behavioral logic in order to update an interactive object.

Abstract: A medical classification code modeling system and method that generates visual maps in response to user queries, where the visual maps represent combinations of modifiers of an interface terminology that, taken together, map to medical classification code elements. The system and method may present multiple visual maps on the same display to permit visual analysis of multiple mapping revisions or versions. The system and method further may integrate into an electronic health record such that the user's ultimate selection of a mapping results in the corresponding medical classification code being inserted into the record of a patient at an appropriate location, such as on the patient's problem list.

Abstract: A system and process for tagging electronic documents or other electronic content with concepts mentioned, contained, or otherwise described in that content. Once tagged, the content may be searchable, indexable, and retrievable in order to provide that content to an end user or another recipient. The system may be configured to handle a considerable number of asset files and a large number of users, workflows, and access applications simultaneously. The system may auto-tag the content and also may include a user interface for confirming and updating those tags and for manually creating new or additional tags. Content may include documents such as medical documents relating to procedures, diagnoses, medications or other domains. Alternatively, the content may include information about various care providers, in order to allow a user to locate a physician meeting one or more desired criteria.