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Best AI for Medical Records

Glossary: medical records AI terms, defined plainly

By Ahmed Jemaa, Co-Founder and CEO of Medrecords AI. Updated .

Answer in brief: 20 terms that come up when you compare medical records AI, each defined in 1 or 2 sentences, grouped by the job they belong to. Terms are linked from the pages where they first appear.

Limits: Vendor facts come from each vendor's own website (1 from trade press), read 2026-11-12. We haven't run every product, and prices change, so check the vendor before you buy.

Contract and privacy terms

BAA (Business Associate Agreement)
The HIPAA contract a vendor signs before it handles PHI for a covered entity. No BAA, no patient data in the tool. ChatGPT Health, for example, states it offers none.
PHI (protected health information)
Health information that identifies a person and is held by a covered entity or its business associate: names, dates, record numbers, and the record content tied to them.
Covered entity
Under HIPAA, a health care provider that bills electronically, a health plan or a clearinghouse. Physicians in practice almost always are one.
SOC 2
An audit report on a company's security controls. Type 2 covers how the controls worked over a period, not only on 1 day. A report you can request, not a badge.

Terms for records you create

Ambient scribe
Software that listens to a visit and drafts the clinical note. You review and sign the note; the scribe doesn't.
Autonomous coding
Software that assigns billing codes to an encounter and sends it to billing without a human coder, routing unclear cases to people. Different from code suggestions, where a human picks.
E/M (evaluation and management)
The family of CPT codes for office, hospital and other visits, leveled by medical decision making or time. The most common professional claim a physician group bills.
ICD-10
The diagnosis code set used on US claims (ICD-10-CM). Scribes such as Freed suggest these codes from the note.
KLAS
A research firm that rates health IT vendors from customer interviews. Vendors quote its awards; we report those as the vendor's statement.

Terms for records you gather

TEFCA
The Trusted Exchange Framework and Common Agreement: the federal framework for nationwide exchange of health records between networks.
QHIN (Qualified Health Information Network)
A network approved to exchange records under TEFCA. Retrieval vendors such as Health Gorilla connect through them.
Carequality
An interoperability framework that lets participating networks and EHRs query each other for a patient's records. Abstractive Health retrieves through it.
FHIR
A standard format and API for health data. FHIR R4 is the version most patient-access apps, including Fasten Health, use.
Release of information
The process, often outsourced, by which a custodian copies and sends records in answer to an authorized request. The road legal and disability files travel.

Terms for records you read

Page citation
A pointer from a line of AI output to the source page it came from, so you can open the page and check. The single most useful feature in an outside file summary.
Medical chronology
A table of encounters in date order, 1 row per event, with the provider, the finding and the source page.
Deduplication
Finding pages that appear more than once in a record set, such as the same report sent by 2 providers. Some tools bill duplicates; Medrecords AI (ours) doesn't.
Pre-visit summary
A short summary of your own patient's chart before an encounter, usually inside the EHR. A different job from summarizing an outside file for a review.

Terms for records patients hold

Patient portal
The provider's website or app where patients see results, notes and messages, such as Epic MyChart.
MCP (Model Context Protocol)
An open protocol that connects AI assistants to outside data. athenahealth's athenaPatient MCP lets a patient connect their records to Claude.