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DICOM in Veterinary Imaging | What Vets Actually Need to Know

Reading Time: 3 minutesVeterinary Imaging DICOM in Veterinary Imaging: What Vets Actually Need to Know Built for radiologists, specialists, and practice owners who…

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Published On October 28, 2025
Reading Time: 3 minutes
Veterinary Imaging

DICOM in Veterinary Imaging: What Vets Actually Need to Know

Built for radiologists, specialists, and practice owners who already speak DICOM. This is about how the protocol behaves in real clinics, how vendors cut corners, and what a veterinary PACS must do to keep your workflow tight.

PACS
Interoperability
Teleradiology

DICOM in practice

DICOM is not just a file container. It is a communication protocol that governs how modalities, PACS, viewers, and reporting systems exchange images and preserve context. When it is implemented correctly, studies route automatically, metadata remains intact, and every modality from DR to MRI reads correctly without manual reshuffling.

Routing that sticks. Automatic send and receive with storage commitment so you know the study arrived.

Metadata you can trust. Correct patient, accession, and study descriptors without post hoc cleanup.

Decoding that behaves. Lossless, JPEG, and JPEG2000 handled natively with the expected transfer syntax.

The veterinary twist

Human hospitals operate inside relatively standardized ecosystems. Most veterinary clinics do not. You likely run a mix of DR panels, ultrasound carts, cloud teleradiology, and a PMS that was never designed to arbitrate DICOM tags. Vendors claim compliance, then interpret it differently. That is where friction starts.

Header mismatches. Patient ID and accession fields drift between modalities and PACS. Mapping is inconsistent and reconciliation is manual.

Transfer syntax surprises. A device exports JPEG2000 or unusual encapsulation that your viewer does not decode without extra components.

Partial storage commitment. The send appears successful, but there is no verified receipt. You only notice when the radiologist cannot find the study.

Security as an afterthought. TLS is bolted on and breaks with every upgrade. VPN reliance slows everything down.

Note: these are not DICOM problems. These are vendor implementation problems. In veterinary imaging this is still common, and it costs teams time and accuracy.

What true interoperability looks like

Set the bar higher and make it the default requirement for any PACS you evaluate.

  • Native support for relevant DICOM SOP Classes across modalities and species specific workflows
  • Consistent tag mapping and normalization with minimal human intervention
  • Query and retrieve from any authorized workstation with low latency and predictable behavior
  • TLS secured transfer that is part of the core architecture, not a separate tunnel
  • Simple device onboarding that does not require a dedicated IT day

Asteris approach

At Asteris, DICOM is the foundation, not a feature.
Keystone PACS was designed by veterinarians who were done wrestling with repurposed systems that ignore veterinary nuance.

  • Automatic routing between modalities, local specialists, and remote readers
  • Full DICOM send and receive, query and retrieve, and storage commitment across modalities
  • Direct integrations with Vet’s Choice Teleradiology and VetLinkPro
  • Reporting that stays tied to image context through Keystone Omni voice dictation

Access from any device, anywhere, anytime. No VPN gymnastics. No custom ports that break after updates. The best PACS is the one that disappears into your workflow and lets the medicine lead.

Failure modes are workflow problems

Most breakdowns are not about bandwidth. They are about translation between systems and the reality of veterinary teams that juggle multiple species and devices with limited IT support. A mismatched header should not stall a case review.
Keystone normalizes and reconciles data quietly so the radiologist reads without chasing files.

Beyond compatibility

DICOM is a strategic asset when the data is structured and trustworthy.

  • Track modality utilization and case volume trends for staffing and capital planning
  • Benchmark acquisition settings by species or technician for quality assurance
  • Feed anonymized datasets to AI tools for triage or model training with proper governance

Bottom line

Veterinary imaging is only as strong as the data that connects it. If your workflow still depends on manual exports, removable media, or folder spelunking, your DICOM implementation is working against you.
Keystone PACS makes DICOM invisible. The technology should not interrupt the work. It should accelerate it.

Expert FAQ

What is the fastest way to validate a vendor’s DICOM implementation

Ask for a live send and receive with storage commitment and query and retrieve using your own modality. Verify header integrity for patient, accession, and study. Confirm TLS in transit. This should take minutes, not hours.

How should I think about transfer syntax support

Your PACS should natively handle common transfer syntaxes including lossless JPEG and JPEG2000. Decoding should be predictable and should not require a separate build per device.

What about remote reading and mobile access

Access should be device agnostic with role based permissions, audit logging, and consistent performance. A VPN should not be required for routine use.

© Asteris. Smarter imaging, faster answers, less stress. Visit asteris.com.

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