Case Studies
Real Imaging, Real Outcomes.
How clinicians and partners deploy EBM technology in the field — from smart mammography buses and remote-island endoscopy to FDA Breakthrough Device AI and rural mobile clinics.
Smart Mammo Bus
Streamlining breast screening with an AI-implemented workflow.
The Challenge
Patients waited 2–3 weeks for test results, reducing their willingness to return to the hospital and causing treatment delays.
The Solution
Breast X-ray images are transmitted to UDE via DICOM, then sent to radiologists by QR code. Radiologists review the images with AI results on UDE and complete reports on AgileRIS — returning results within an hour, with abnormal cases promptly scheduled for further examination.
Highlights
- Remote transmission with 5G
- Mammography AI integration
- Edge computing assists diagnosis verification
- Real-time diagnosis results
Remote Outlying Island Gastrointestinal Endoscopy
Applying AI to gastric endoscopy images across distance.
The Challenge
For patients with gastric cancer risks, pathological samples were air-shipped to the medical center for lab testing — a 1–2 week process that delayed treatment.
The Solution
Physicians on the outlying island upload patients’ endoscopy images to the AI server at the medical center via UDE. The AI processes the images within seconds and returns results to UDE, so physicians can immediately provide recommendations and treatment plans.
Highlights
- Streamlined deployment with minimal resources
- Telemedicine with cloud computing
- Significantly reduced image-review time
- Work without workspace or network limits
PANCREASaver® on the EBM AI Platform
A seamless, AI-integrated workflow for pancreatic cancer detection.
The Challenge
Even after an AI model is developed, understanding physician usage habits and providing a well-integrated process is a high barrier to entry.
The Solution
PANCREASaver® integrates with the EBM AI platform for an automated process spanning image communication, AI inference, and result conversion for archival and management. Physicians access AI results through the EBM PACS Viewer and UDE App — or their existing hospital PACS viewer — with critical-notification capabilities, reaching 3,500+ potential customers.
Highlights
- FDA Breakthrough Device AI
- Risk-ranking notification
- Prioritize diagnosis of high-risk patients
- Reduce overlooked details
Secure Medical Imaging Processing & Transmission
Privacy-first image handling that bridges hospitals and third-party vendors.
The Challenge
Hospitals faced time-consuming manual data collection and privacy concerns, even with cloud uploads. Integration with third-party services was complex, requiring staff to learn multiple systems.
The Solution
The UDE App batch-processes data to remove patient information, ensuring privacy and eliminating manual effort. With a DMZ network setup separating internal and external networks, it enhances security and bridges hospitals and third-party providers with intuitive, secure image management on iPad®.
Highlights
- Automatic removal of patient information
- Enhanced data security via DMZ architecture
- Simplified third-party integration
- Multi-format display (OBJ, MTL, STL) on iPad®
Rural Mobile Clinic Imaging Solution
A seamless mobile-to-clinic imaging workflow with remote consultation.
The Challenge
With no portable PACS during mobile visits, images couldn’t be archived on-site, and transferring data to urban hospitals for specialist referrals caused significant delays.
The Solution
UDE receives modality images on-site via DICOM. After returning, images sync from UDE to EPS Pi for archiving. For complex cases, physicians share the patient’s full image history with urban specialists via QR code for immediate teleconsultation.
Highlights
- On-site mobile PACS on iPad®
- Clinic archive sync to EPS Pi
- QR-code teleconsultation
- Care delivery in the most remote settings
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