Usama Jamil
12 min read
DICOM vs FHIR for Healthcare AI Teams: What to Use When
Two healthcare data standards, two different jobs. Here's when AI teams should use DICOM, when to use FHIR, and why real-world systems usually need both.
Insights
Ideas at the intersection of AI and Healthcare
Explore our comprehensive collection of insights and expertise in AI-driven healthcare solutions, including practical notes, research context, and product updates from the Orydex team. Search the library or browse at your own pace.
Usama Jamil
14 min read
AI in Radiology: Why It's Becoming Part of Everyday Practice
As imaging volumes rise and radiologists face growing workload pressure, AI in radiology is becoming a practical part of everyday clinical workflows, helping with triage, detection, reporting, and routine tasks while keeping clinical judgment in human hands.
Usama Jamil
7 min read
The Real Role of LLMs in Medical AI
LLMs are becoming a major force in healthcare, but their biggest impact is not in replacing clinicians. It is in reducing documentation burden, improving communication, and supporting safer, more efficient clinical workflows.