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Billing Terms Glossary
AI Healthcare Automation Terms: Definitions for Therapists and Psychiatrists
In this section
- 9 terms defined
- Written for psychotherapists and psychiatrists
- Source organization linked on every entry
AI Coding Assistant
General (all payers)Also called: computer-assisted coding; CAC; autocoding
- Definition
- Software that suggests billing codes from documentation for human review.
- Why it matters
- May speed coding but errors can create compliance risk if unreviewed.
- Illustrative example
- A tool proposes a CPT code that the coder verifies.
Verify: human review remains the safer standard.
Related terms DocumentationAuditMedical Record Audit
Reference source AHIMA
Categories AI & Healthcare Automation TermsClaims Processing
AI Scribe
General (all payers)Also called: ambient AI documentation; AI clinical documentation
- Definition
- Software that uses AI to draft clinical notes from recorded or transcribed sessions.
- Why it matters
- Notes still require clinician review, patient consent, and privacy safeguards, and documentation must support billed time and codes.
- Illustrative example
- A clinician reviews and edits an AI-drafted note before signing.
Verify: check privacy, consent, and payer rules.
Related terms DocumentationHIPAA Privacy RuleProtected Health Information (PHI)
Reference source AHIMA
Categories AI & Healthcare Automation TermsEHR & Healthcare Technology Terms
Algorithmic Bias
General (all payers)Also called: AI bias; model bias
- Definition
- Systematic errors in AI outputs that can disadvantage certain groups.
- Why it matters
- Regulators and payers are attentive to fairness in AI use.
- Illustrative example
- A model performs worse for a patient group.
Related terms Generative AICompliance Program
Reference source HHS (U.S. Department of Health and Human Services)
Categories AI & Healthcare Automation TermsAudits & Compliance
Audit Trail
General (all payers)Also called: audit log; access log
- Definition
- A record of who accessed or changed data and when, used for security and compliance.
- Why it matters
- Required for security and helps investigate issues.
- Illustrative example
- An EHR logs who viewed a chart.
Related terms HIPAA Security RuleCompliance Program
Reference source HHS (U.S. Department of Health and Human Services) · HHS Office for Civil Rights (OCR)
Categories AI & Healthcare Automation TermsAudits & Compliance
Automation
General (all payers)Also called: healthcare automation; workflow automation
- Definition
- Using software to perform routine tasks with little manual effort.
- Why it matters
- Frees staff for exceptions.
- Illustrative example
- A system auto-posts ERAs.
Related terms Robotic Process Automation (RPA)Payment Posting
Reference source HFMA
Categories AI & Healthcare Automation TermsRevenue Cycle Metrics
Generative AI
General (all payers)Also called: GenAI; large language model; LLM
- Definition
- AI that produces new text or other content from prompts, used in areas such as appeal letters and documentation support.
- Why it matters
- Outputs require review for accuracy and privacy.
- Illustrative example
- A team drafts an appeal letter with AI and reviews every fact.
Verify: never enter PHI into tools without a BAA and safeguards.
Reference source HHS (U.S. Department of Health and Human Services)
Categories AI & Healthcare Automation Terms
Human in the Loop
General (all payers)Also called: human review; human oversight
- Definition
- A design where a person reviews or approves AI outputs before they are used.
- Why it matters
- A common safeguard in billing and clinical uses.
- Illustrative example
- A coder approves suggested codes.
Related terms AI Coding AssistantAI Scribe
Reference source HHS (U.S. Department of Health and Human Services)
Categories AI & Healthcare Automation Terms
Machine Learning in Revenue Cycle
General (all payers)Also called: predictive denial modeling; AI denial prediction
- Definition
- Using statistical models to predict outcomes such as denials, and prioritize work.
- Why it matters
- Can highlight risky claims before submission.
- Illustrative example
- A model flags claims likely to deny.
Related terms Denial ManagementAutomation
Reference source HFMA
Categories AI & Healthcare Automation TermsRevenue Cycle Metrics
Robotic Process Automation (RPA)
General (all payers)Also called: RPA; billing bots; automation bots
- Definition
- Software bots that automate repetitive tasks such as portal checks or posting.
- Why it matters
- Speeds routine work but breaks when portals change.
- Illustrative example
- A bot checks claim status on a payer portal.
Related terms AutomationPayer Portal
Reference source HFMA
Categories AI & Healthcare Automation TermsRevenue Cycle Metrics
More billing terms
- Credentialing & Enrollment 58
- Contracting & Network Management 22
- Claims Processing 172
- Eligibility & Benefits 75
- Payment & Reimbursement 61
- Denials & Appeals 46
- Audits & Compliance 115
- Behavioral Health Specific Terms 148
- CPT, E/M & HCPCS Code Entries 54
- Telehealth Terms 23
- Revenue Cycle Metrics 44
- EDI & Clearinghouse Terms 63
- BCBS, UHC & Commercial Payer Terms 54
- Medicare & Medicaid Terms 145
- Value-Based Care Terminology 23
- Prior Authorization Terminology 22
- Quality & Risk Adjustment Terms 34
- EHR & Healthcare Technology Terms 54
- Provider Data Management Terms 26
- Patient Financial Responsibility Terms 35
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