Mircea Popa

Expert on innovation in healthcare, use of cloud, AI in medicine, with over 15 years experience. Serial entrepreneur, co-founder of Medicai. Previously founded SkinVision.

Medical Imaging Technology Artificial intelligence, medical imaging and workflow automation What do artificial intelligence, medical imaging, and workflow automation have in common? How the technologies can merge for better patient outcomes? By Mircea Popa Nov 4, 2019

Articles reviewed by Mircea Popa

What is HL7? The messaging standard that connects radiology to the rest of the hospital

Cloud PACS Data Security and Interoperability DICOM Viewer What is HL7? The messaging standard that connects radiology to the rest of the hospital HL7 (Health Level Seven) is the ANSI-accredited messaging standard that defines how clinical systems exchange patient data, orders, and results. In radiology, HL7 V2 messages are the connective layer between the EHR, RIS, PACS, and modality — every imaging order,... By Andrei Blaj Mar 16, 2026

Cloud PACS Data Security and Interoperability DICOM Viewer DICOM Modality Worklist (MWL): How It Works, Why It Fails, and What Happens When It Does DICOM Modality Worklist is a DICOM service that allows an imaging device — a CT scanner, MRI machine, X-ray unit, or any DICOM-compliant modality — to query a server (typically the RIS) for the list of scheduled examinations it is... By Alexandru Artimon Mar 9, 2026

Hospital Information System (HIS): Why It Is the Centre of Every PACS Workflow

Medical Imaging Technology Cloud PACS Data Security and Interoperability Hospital Information System (HIS): Why It Is the Centre of Every PACS Workflow Every radiology order that reaches your PACS starts in your Hospital Information System. Every patient identity mismatch that breaks your PACS workflow traces back to a data problem in your HIS. Understanding HIS is not optional knowledge for imaging informatics... By Andrei Blaj Mar 3, 2026

Cloud PACS Healthcare Trends and Innovations The Economics of Speed: How Server-Side Rendering Reduces TAT and Boosts Revenue In the business of radiology, Time is Inventory. Every minute a radiologist spends waiting for a scan to load, toggling between windows, or struggling with a slow VPN connection is a minute of lost inventory. It is billable time that... By Andrei Blaj Jan 19, 2026

AI in Healthcare Cloud PACS Data Security and Interoperability AI Orchestration in PACS: Moving Beyond "Buzzwords" to Real Workflow AI orchestration in PACS is the workflow control layer that triggers inference, applies routing rules, selects models, and delivers AI results back into PACS worklists and reporting in a way clinicians actually use. This guide explains AI orchestration in PACS,... By Alexandru Artimon Jan 14, 2026

The Unified Worklist: How to Connect Disparate PACS Without Replacing Them

Cloud PACS Healthcare Policy and Equity Healthcare Trends and Innovations The Unified Worklist: How to Connect Disparate PACS Without Replacing Them If you walk into the reading room of a typical private radiology practice or a large hospital network today, you will see a chaotic scene. You will see a radiologist sitting at four monitors, using three keyboards, logging into five... By Andrei Blaj Jan 12, 2026

Cloud PACS DICOM Viewer Healthcare Trends and Innovations Cloud-Native vs. Cloud-Enabled PACS: Why the Difference Matters for 2026 In the 2026 healthcare market, you will struggle to find a PACS vendor that doesn’t use the word “Cloud” in their pitch deck. For a CIO or Radiology IT Director, this ubiquity creates a dangerous illusion. It suggests that all... By Andrei Blaj Jan 7, 2026

Cloud PACS DICOM Viewer Healthcare Trends and Innovations PMS Imaging vs. Dedicated PACS: Why Your Practice Management Software Isn't Enough In the dental industry, there is a concept called the “All-in-One Illusion.” When you buy a Practice Management System (PMS) like Dentrix, Eaglesoft, or Open Dental, it usually comes with a built-in imaging module. It’s convenient. It’s included in the... By Andrei Blaj Dec 29, 2025

dental pacs solution for CBCT files management

Cloud PACS Healthcare Trends and Innovations Taming the CBCT Beast: Cloud Strategies for Implantology and Orthodontics For the modern Oral Surgeon or Orthodontist, the CBCT (Cone Beam Computed Tomography) scan is the gold standard of diagnosis. It offers a window into anatomy that 2D X-rays simply cannot provide. But it also comes with a heavy price tag—and I... By Alexandru Artimon Dec 24, 2025

Cloud PACS Data Security and Interoperability Healthcare Trends and Innovations Hybrid PACS Architecture: The Technical Guide for Radiology IT For the past decade, the debate in radiology IT has been binary: Cloud vs. On-Premise. The Cloud camp promises infinite scalability, disaster recovery, and zero hardware maintenance. The On-Premise camp argues for speed, control, and reliability that doesn’t depend on... By Andrei Blaj Nov 5, 2025

Healthcare Trends and Innovations Cloud PACS DICOM Viewer PACS Migration: Types, Phases, and the Complete Lifecycle What It Is, Four Migration Types, DICOM Data Integrity, and How It Connects HIS, RIS, and VNA PACS migration is the process of transferring accumulated DICOM imaging data, patient identity records, study-order relationships, and associated metadata from a legacy Picture... By Andrei Blaj Nov 4, 2025