Glossary
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Clarify HIPAA, PHI, BAA, EHR, RCM, clinical documentation, validation, and diagnostic AI language before comparing vendors.
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HealthAIdir glossary definitions help healthcare buyers understand AI, HIPAA, PHI, BAA, EHR, RCM, validation, diagnostics, and procurement language. Definitions are for technology research and vendor evaluation, not medical, legal, billing, coding, compliance, privacy, security, or clinical advice.
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Confirm HIPAA, PHI, BAA, security, pricing, implementation, and clinical fit with vendors and qualified internal reviewers before use.
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AI Clinical Documentation
AI clinical documentation tools draft, summarize, structure, or review clinical notes and encounter information.
AI Medical Scribe
An AI medical scribe drafts clinical documentation from encounter context for clinician review.
API-First Healthcare Platform
An API-first healthcare platform exposes core workflows and data through documented APIs for integration and automation.
Algorithmic Bias
Algorithmic bias occurs when a system produces uneven or harmful performance across groups, settings, or workflows.
Ambient Clinical Documentation
Ambient clinical documentation drafts notes from encounter context with minimal manual input.
Ambient Listening
Ambient listening captures conversation or room audio to support documentation, summaries, or workflow assistance.
Ambient Scribe
An ambient scribe captures clinical conversation context and drafts documentation with limited manual entry.
Appointment Reminders
Appointment reminders notify patients about upcoming visits, preparation steps, cancellations, or rescheduling options.
Audit Log
An audit log records system activity such as access, changes, user actions, and workflow events.
Authorization Appeal
An authorization appeal challenges a payer denial or adverse decision for a prior authorization request.
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C
CDSS
A clinical decision support system helps surface clinical guidance, alerts, or recommendations during care workflows.
Call Center Automation
Call center automation helps route, summarize, answer, or resolve patient and administrative calls.
Care Gap Closure
Care gap closure identifies and addresses missing recommended services, screenings, follow-ups, or documentation.
Care Management
Care management coordinates support for patients with ongoing needs across care teams, outreach, follow-up, and resources.
Charge Capture
Charge capture records billable services so they can flow into coding, claims, and revenue cycle workflows.
Chart Abstraction
Chart abstraction extracts relevant facts from clinical records for coding, quality, research, or operational workflows.
Claim Status Automation
Claim status automation checks claim progress, payer responses, and follow-up queues without fully manual lookup.
Claims Scrubbing
Claims scrubbing checks claims for errors, missing data, or rule issues before submission.
Clinical Data Registry
A clinical data registry collects structured clinical data for quality, research, reporting, or population health workflows.
Clinical Decision Support
Clinical decision support surfaces information, alerts, or recommendations to support healthcare decisions.
Clinical Documentation
Clinical documentation is the record of patient encounters, findings, assessments, plans, and care-related notes.
Clinical NLP
Clinical NLP applies natural language processing to clinical text such as notes, reports, messages, and documents.
Clinical Triage
Clinical triage prioritizes patient needs, urgency, and routing based on symptoms, context, or clinical risk.
Clinical Validation
Clinical validation evaluates whether a healthcare AI tool performs safely and usefully in the intended clinical workflow.
Clinical Workflow Integration
Clinical workflow integration means a tool fits into how clinicians document, review, communicate, and act during care.
Coding Audit
A coding audit reviews whether medical codes are supported by documentation and policy requirements.
Cohort Identification
Cohort identification finds groups of patients who match defined criteria for outreach, quality, research, or operations.
Computer-Assisted Coding
Computer-assisted coding recommends or generates medical codes from clinical documentation for coder review.
Consent Management
Consent management records, applies, and audits patient or user permissions for data use, communication, recording, or sharing.
D
Data Minimization
Data minimization limits collection, use, retention, and sharing to the data needed for a specific purpose.
Data Normalization
Data normalization converts inconsistent healthcare data into consistent formats, fields, and meanings.
Data Provenance
Data provenance records where data came from, how it changed, and whether it can be trusted for a workflow.
Data Retention
Data retention defines how long information is stored before deletion, archival, or other handling.
Denial Management
Denial management tracks, analyzes, appeals, and helps prevent payer claim denials.
Denial Prevention
Denial prevention identifies correctable claim, authorization, documentation, or eligibility issues before a payer denies a claim.
Digital Front Door
A digital front door is the patient-facing entry point for finding care, scheduling, intake, communication, and access workflows.
Drift Monitoring
Drift monitoring checks whether data, workflows, or model behavior change enough to affect AI performance over time.
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EHR
An electronic health record is a digital record designed to share patient information across care settings.
EHR Integration
EHR integration connects software to electronic health record workflows, data, or documentation entry points.
EMR
An electronic medical record is a digital chart often centered on one practice or care organization.
Eligibility Verification
Eligibility verification checks insurance coverage and benefit information before or during care workflows.
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H
HCC Coding
HCC coding groups diagnoses for risk adjustment and value-based care payment models.
HIPAA
HIPAA is a U.S. law and rule framework for health information privacy, security, and administrative transactions.
HIPAA-Compliant AI
HIPAA-compliant AI is a vendor claim that must be verified against role, contracts, safeguards, and PHI workflows.
HITECH
HITECH is a U.S. law that expanded health IT adoption and strengthened parts of HIPAA enforcement.
HL7
HL7 is a family of healthcare interoperability standards used to exchange clinical and administrative data.
HL7 v2
HL7 v2 is a widely used healthcare messaging standard for exchanging events such as admissions, orders, and results.
Health Equity
Health equity means people have a fair opportunity to reach their best possible health outcomes.
Healthcare Automation
Healthcare automation uses software to reduce manual work across clinical, administrative, and operational workflows.
Healthcare Compliance
Healthcare compliance is the set of policies and controls used to meet healthcare legal, privacy, billing, and safety obligations.
Human-in-the-Loop
Human-in-the-loop means a qualified person reviews, approves, edits, or supervises AI-assisted workflow output.
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M
Medical Billing Software
Medical billing software supports charge capture, claims, payment posting, denials, and reimbursement workflows.
Medical Coding
Medical coding translates clinical documentation into standardized codes used for billing, reporting, and analytics.
Medical Imaging AI
Medical imaging AI analyzes imaging data to support detection, triage, measurement, workflow, or reporting tasks.
Medical NLP
Medical NLP applies language processing methods to clinical notes, claims, codes, messages, and other health text.
Model Training Exclusion
A model training exclusion says customer data or PHI will not be used to train or improve models.
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P
PHI
Protected health information is identifiable health information handled by HIPAA covered entities or business associates.
PHI De-Identification
PHI de-identification removes or transforms identifiers so data is no longer treated as identifiable health information under a defined method.
Patient Access
Patient access covers scheduling, registration, eligibility, intake, and front-door workflows before care delivery.
Patient Engagement
Patient engagement describes communication and workflows that help patients participate in care and access services.
Patient Estimation
Patient estimation estimates patient financial responsibility before or after care based on coverage, benefits, contracts, and expected services.
Patient Intake
Patient intake collects demographic, insurance, consent, history, and visit-context information before or during care.
Patient Matching
Patient matching links records that belong to the same person across systems, organizations, or data sources.
Patient Scheduling
Patient scheduling manages appointment availability, booking, reminders, changes, and access workflows.
Patient Self-Scheduling
Patient self-scheduling lets patients book appointments through digital workflows with defined rules and availability.
Payer Contracting
Payer contracting defines reimbursement terms, rates, rules, and obligations between providers and payers.
Payer Policy Management
Payer policy management tracks payer rules that affect authorization, coding, documentation, eligibility, and reimbursement workflows.
Payer-Provider Workflow
Payer-provider workflow covers transactions and communication between health plans and provider organizations.
Payment Posting Automation
Payment posting automation matches remittance and payment information to patient accounts and claim balances.
Performance Monitoring
Performance monitoring tracks whether a healthcare AI tool continues to work as expected after deployment.
Population Health Management
Population health management uses data and workflows to improve outcomes, risk, access, and quality across patient groups.
Practice Management Software
Practice management software supports administrative workflows such as scheduling, billing, and clinic operations.
Prior Authorization
Prior authorization is payer review of whether a service, medication, or procedure is approved before it is provided or paid.
Prior Authorization Status Check
A prior authorization status check confirms whether a payer has received, reviewed, approved, denied, or requested more information for an authorization.
Provider Credentialing
Provider credentialing verifies a clinician or organization before they can participate in care delivery, payer contracts, or billing workflows.
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R
RPA in Healthcare
Robotic process automation uses software bots to perform repetitive healthcare administrative tasks.
Real-World Validation
Real-world validation tests whether a healthcare AI tool performs reliably in live or representative operational settings.
Referral Management
Referral management coordinates patient referrals, documentation, authorization needs, scheduling, and follow-up between providers.
Remittance Advice
Remittance advice explains how a payer processed a healthcare claim and what was paid, denied, adjusted, or owed.
Remote Patient Monitoring
Remote patient monitoring uses patient-generated or device data to support care outside traditional in-person visits.
Revenue Cycle Management
Revenue cycle management covers the administrative and financial workflow from patient access to payment.
Revenue Integrity
Revenue integrity connects documentation, coding, charge capture, claims, denials, and compliance controls to reduce revenue leakage.
Risk Adjustment
Risk adjustment accounts for patient complexity when comparing costs, outcomes, quality, or payment models.
Role-Based Access Control
Role-based access control limits system access according to a user's role, permissions, and responsibilities.
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SOAP Note
A SOAP note organizes clinical documentation into subjective, objective, assessment, and plan sections.
Single Sign-On
Single sign-on lets users access applications through a centralized identity provider instead of separate passwords.
Software as a Medical Device
Software as a Medical Device is software intended for a medical purpose without being part of a hardware medical device.
Structured Data Capture
Structured data capture turns clinical or administrative information into consistent fields that can be searched, routed, measured, or reused.
Synthetic Health Data
Synthetic health data is artificially generated data designed to resemble real health data without directly copying real patient records.
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Telehealth
Telehealth uses digital communication to support healthcare access, visits, monitoring, documentation, or follow-up at a distance.
Terminology Mapping
Terminology mapping links equivalent or related healthcare codes and terms across systems.
Tokenization
Tokenization replaces sensitive data with substitute values that can be used in workflows without exposing the original data directly.