Reference Guide
Veterinary AI Glossary
Over 40 terms covering AI technology, clinical documentation, practice management, and education in veterinary medicine. Bookmark this page as your go-to reference.
A
- AI Scribe
- Software that uses artificial intelligence to convert clinical observations (voice or text) into structured medical notes. Unlike dictation, an AI scribe generates formatted SOAP notes automatically. Learn more →
- Ambient Listening
- AI technology that passively records the clinical conversation and extracts medically relevant information without the clinician actively dictating. VetGeni supports both ambient and active recording modes.
- API Integration
- The technical connection between software systems. VetGeni integrates with IDEXX Cornerstone via API for seamless record syncing. IDEXX integration guide →
- Assessment Section
- The third section of a SOAP note containing the clinician's interpretation: problem list, differential diagnoses ranked by likelihood, and working diagnosis.
C
- Charge Capture
- The process of recording billable services during a patient visit. AI-assisted documentation can improve charge capture by ensuring all performed services are documented.
- Client Communication
- Written or verbal communication between the veterinary team and pet owners, including discharge instructions, follow-up reminders, and educational materials.
- Clinical Decision Support
- Technology that assists clinicians in making diagnostic and treatment decisions. VetGeni's drug database, differential diagnosis generator, and toxicology tools are forms of clinical decision support.
- Cloud-Based Software
- Software hosted on remote servers accessed via internet, as opposed to installed locally. VetGeni is fully cloud-based, accessible from any device with a browser.
- Continuing Education (CE)
- Ongoing professional development required to maintain veterinary licensure. AI tools can support CE by providing current clinical references and learning opportunities.
- CSU Pain Scale
- The Colorado State University pain scale, a validated 0–4 scoring system used in veterinary medicine to assess pain in dogs and cats based on behavioral and physiological indicators.
D
- Data Export
- The process of transferring documentation from one system to another. VetGeni supports export to IDEXX Cornerstone, PDF, text, and copy-paste formats.
- Differential Diagnosis
- A list of possible diagnoses ranked by likelihood based on clinical signs, history, and exam findings. VetGeni generates ranked differentials with supporting evidence. Differential diagnosis tool →
- Discharge Instructions
- Written instructions given to pet owners after a veterinary visit, including diagnosis summary, medications, follow-up care, activity restrictions, and warning signs. Discharge instructions feature →
E
- E-E-A-T
- Experience, Expertise, Authoritativeness, Trustworthiness. Google's framework for evaluating content quality, particularly important for medical and health content (YMYL).
- EMR/EHR
- Electronic Medical Record / Electronic Health Record. The digital version of a patient's medical chart, stored in the practice management system.
- Evidence-Based Veterinary Medicine (EBVM)
- Clinical practice informed by the best available research evidence, clinical expertise, and patient circumstances. Wiley-licensed references support EBVM in VetGeni.
G
- Graph RAG (Retrieval-Augmented Generation)
- A technique that combines vector search with graph-structured knowledge to retrieve relevant information. VetGeni uses Graph RAG with 739+ drug nodes and 60,000+ Q&A vectors for drug knowledge.
I
- IDEXX Cornerstone
- The most widely installed veterinary practice management system in North America. VetGeni integrates directly with Cornerstone for seamless record syncing. IDEXX integration guide →
- Interoperability
- The ability of different software systems to exchange and use data. PMS integration enables interoperability between VetGeni and practice management systems.
L
- Large Language Model (LLM)
- An AI model trained on vast amounts of text data that can generate, summarize, and structure text. VetGeni uses LLMs to extract clinical information and format it into SOAP notes.
M
- Machine Learning
- AI systems that improve performance through exposure to data. VetGeni's transcription and extraction models are trained on veterinary-specific language and clinical workflows.
- Medical Record
- The complete documentation of a patient's veterinary care, including SOAP notes, lab results, imaging, treatment history, and client communications.
N
- Natural Language Processing (NLP)
- The branch of AI that enables computers to understand and interpret human language. In veterinary AI, NLP powers the conversion of spoken clinical observations into structured documentation.
O
- Objective Section
- The second section of a SOAP note containing measurable clinical findings: physical exam, vital signs, body condition score, pain assessment, and diagnostic results.
- OSCE (Objective Structured Clinical Examination)
- A standardized exam format used in veterinary education where students rotate through clinical stations demonstrating specific competencies. VetGeni offers AI-graded OSCE training. OSCE training tool →
P
- Pain Scale Derivation
- Automated calculation of pain scores from clinical observations. VetGeni derives CSU pain scale scores (0–4) with species-specific adjustments for dogs and cats.
- Pet Parent Portal
- A secure online platform where pet owners can access visit summaries, discharge instructions, and educational materials. VetGeni's Pet Parent Portal gives clients 24/7 access to their pet's records.
- Physical Exam Extraction
- AI technology that identifies physical exam findings from voice or text and organizes them by organ system. VetGeni extracts findings across 14 organ systems automatically.
- Plan Section
- The fourth section of a SOAP note containing the action items: diagnostics ordered, treatments prescribed (with dose, route, frequency, duration), client education, and follow-up timeline.
- Practice Management System (PMS)
- Software used to manage veterinary clinic operations: scheduling, billing, medical records, inventory, and client communication. Examples: IDEXX Cornerstone, Neo, ezyVet.
Q
- Quality Assurance (QA)
- Systematic processes to ensure documentation meets clinical and legal standards. AI-generated notes should always be reviewed by the clinician before finalizing.
S
- SOAP Notes
- The standard format for veterinary medical records: Subjective (owner history), Objective (exam findings), Assessment (diagnosis), Plan (treatment). Complete SOAP notes guide →
- Structured Output
- AI-generated content organized into predefined sections (like SOAP format) rather than free-form text. This is what differentiates AI scribes from basic dictation.
- Subjective Section
- The first section of a SOAP note containing the patient's history as reported by the owner: chief complaint, duration, progression, and relevant medical history.
T
- Treatment Plan
- A structured clinical document outlining the recommended treatment approach: medications with dosing, monitoring parameters, diagnostic schedule, and expected outcomes. Treatment plans feature →
V
- Vector Search
- A search method that finds information based on semantic meaning rather than exact keyword matches. VetGeni uses Pinecone vector search for drug queries and clinical references.
- Veterinary Toxicology
- The study of harmful substances and their effects on animals. VetGeni includes built-in toxicology guidance with toxic dose calculations, symptoms, and treatment protocols. Toxicology reference →
- Voice-to-Text Transcription
- Converting spoken words into written text. VetGeni uses OpenAI Whisper for files under 3.5 MB and AWS Transcribe for larger recordings, both optimized for veterinary terminology.
W
- Wiley-Licensed References
- Peer-reviewed veterinary reference content licensed from Wiley Publishing. VetGeni is the only AI scribe backed by a publisher-licensed clinical knowledge base, improving accuracy and providing medicolegal confidence.
Y
- YMYL (Your Money or Your Life)
- Google's classification for content that could impact health, safety, or financial well-being. Veterinary medical content falls under YMYL, requiring high E-E-A-T signals.
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About this glossary
Author
VetGeni Clinical Content Team
Veterinary Content Team
VetGeni
Reviewed by
VetGeni Clinical Review Team
Medical Review Board
VetGeni
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