Sources
All references cited across this wiki, organized by topic. Covers all four research streams used to build this knowledge base.
Imaging AI — Vendor Sites and Press Releases
- signalpet.com — SignalPET platform overview
- vetology.net/ai — Vetology AI radiology
- pattersonvet.com — Vetology distribution via Patterson Veterinary
- antechdiagnostics.com/imaging-services — Antech RapidRead
- radimal.ai — Radimal imaging AI + teleradiology
- prnewswire.com — Cornell names Radimal preferred imaging provider
- prnewswire.com — ScribbleVet/Vetology radiology workflow partnership
- businesswire.com — Antech VMX 2026 announcements
Imaging AI — Validation and Academic Sources
- frontiersin.org — SignalPET methodology commentary (Frontiers in Vet Science 2025)
- avmajournals.avma.org — ACVR/ECVDI joint position statement JAVMA Vol. 263 Issue 6
- avmajournals.avma.org — External validation of commercial vet radiology AI (JAVMA 2025)
- veterinaryteleradiology.com — AI primary reads and the vet regulatory gap
- onlinelibrary.wiley.com — CNN dermatology AI research (Vet Dermatology 2025)
- ieeexplore.ieee.org — IEEE multimodal veterinary AI review 2026
Lab AI — Vendor Sites
- idexx.com — IDEXX SediVue Dx urine sediment analyzer
- idexx.com — IDEXX inVue Dx Cellular Analyzer
- ir.idexx.com — IDEXX Q4 2025 and full-year 2025 earnings release
- zoetisdiagnostics.com — Zoetis Vetscan Imagyst full platform
- zoetisdiagnostics.com — Imagyst AI Dermatology module
- news.zoetis.com — Zoetis AI Masses launch June 2025
Documentation AI — Vendor Sites and Announcements
- vetrec.io — VetRec AI scribe
- vetrec.io — Cornell University CVM VetRec partnership September 2024
- talkatoo.com/ai-scribe — Talkatoo AI Scribe
- provet.com/product/clinical-ai — Provet Cloud Clinical AI
- provet.com — Why Provet Cloud AI is different (ISO 27001 native integration)
- co.vet — CoVet AI copilot
- scribenote.com — Scribenote AI notes
- prnewswire.com — Instinct Science acquires ScribbleVet January 2026
- prnewswire.com — UC Davis ScribbleVet adoption November 2025
- vetmed.ucdavis.edu — UC Davis ScribbleVet news release
- prnewswire.com — Vetspire AI launch May 2025
- ezyvet.com — ezyVet integrations 2025
- shepherd.vet — AI-powered vet PIMS comparison guide 2026
- happydoc.ai — 2026 AI scribe accuracy and ROI guide
- vetsoftwarehub.com — Vet AI scribe pricing comparison 2026
- vetgeni.com — Best veterinary AI scribe roundup
Operational AI — Vendor Sites
- airvet.com — Airvet 24/7 virtual vet care
- petdesk.com — PetDesk client engagement
- petriage.com — Petriage AI symptom checker
- lifelearn.com — LifeLearn Triage AI best practices
- otto.vet — Otto AI front-desk layer
- viggo.vet — viggoVet AI triage
- veterinary-practice.com — Vet-AI/Joii triage accuracy test
- cloud.google.com — Vet-AI Joii Google Cloud case study
- akveo.com — Vet telehealth market sizing
Regulatory Sources
- aavsb.org — AAVSB AI in Veterinary Medicine guidance white paper March 2025
- fda.gov — FDA CVM guidances under development
- avma.org — AVMA framework for responsible AI
- avma.org — AI ethical and legal implications in vet medicine
- rcvs.org.uk — RCVS standards and advice Spring 2026 (AI guidance)
- reedsmith.com — EU AI Act and medical devices high-risk compliance
- avmajournals.avma.org — FDA CVM SaMD for veterinary applications (AJVR 2025)
- theimagingwire.com — FDA cleared AI imaging tools overview
Liability, Ethics, and Adoption Sources
- avmaplit.com — AVMA PLIT professional liability 2026
- digitail.com — Digitail/AAHA AI adoption survey (n=3,968, February 2024)
- digitail.com — Why clinics need a dedicated AI role
- nectarvet.com — Cloud-based vet software prices and reviews
- boehringer-ingelheim.com — 2025 pet owner trust survey (94% appreciate vet profession)
- news.gallup.com — 52% of pet owners skipped vet care in 2024 (Gallup)
- provet.com — 8 risks of AI in veterinary medicine
- lifelearn.com — More practices adopting veterinary AI (2025)
- veterinarybusinessadvisors.com — AI scribe in veterinary medicine ROI analysis
Near-Term and Genomics Sources
- ekico.fr — Tendiboots Canine gait analysis AI
- news.cornell.edu — Cornell/Embark dog owner genomics study April 2025
- vet.cornell.edu — Cornell AI in vet medicine research
- dvm360.com — Texas A&M VetRec adoption
- dvm360.com — PetPace V3.0 vet data sharing
- businesswire.com — PetPace V3.0 launch September 2025
- petpace.com/veterinary-info — PetPace veterinary information
- petfoodprocessing.net — Mars Biobank SLAMF1 atopic dermatitis discovery
- globenewswire.com — Mars Veterinary Health 2025 Science Impact Report
- prnewswire.com — Embark/Innovative Pet Lab canine health study
- frontiersin.org — Frontiers in Vet Science AI research 2025
Long-Term and Foundational Research Sources
- frontiersin.org — LLM performance on vet licensing exam MCQs (Frontiers 2025)
- psb.stanford.edu — Stanford VetLLM (Pacific Symposium on Biocomputing 2024)
- mars.com — Mars Petcare Biobank launch announcement
- mars.com — Mars Petcare Biobank: the future of pet science
- pmc.ncbi.nlm.nih.gov — Dog Aging Project cohort design (GeroScience 2025)
- pubmed.ncbi.nlm.nih.gov — Dog Aging Project aging biomarkers (Aging Cell 2025)
- surgicalroboticstechnology.com — R2 Surgical Cornell collaboration
- developer.nvidia.com — NVIDIA autonomous robotic surgery research
- pubmed.ncbi.nlm.nih.gov — Small animal robotic surgery anatomical barriers review
- marketintelo.com — Pet symptom checker market sizing 2024–2033
- onlinelibrary.wiley.com — Corporate vet practice consolidation 2017–2025
- pmc.ncbi.nlm.nih.gov — Additional vet AI research
- microsoft.com — Mars Azure Machine Learning case study
- newyork.vetshow.com — From generative to agentic AI in vet practice
- diginomica.com — Vet-AI deployment case study