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.

Data Security and Interoperability DICOM Viewer DICOM Format Explained: Understanding Your Medical Imaging Files Medical images can feel confusing, especially when the files look nothing like the scans on your phone. The DICOM format is a specialized medical imaging file format used by hospitals. The format is designed to store images with the clinical... By Mircea Popa Nov 21, 2025

Cloud PACS Data Security and Interoperability DICOM Viewer Medical Imaging Technology DICOM Interoperability Failures (And How Hospitals Fix Them) Why images still fail to open across systems — and how modern cloud PACS like Medicai solve the DICOM interoperability failures. Healthcare assumes medical imaging should be universally compatible, aka interoperability. A CT scan produced in one hospital should load... By Mircea Popa Nov 15, 2025

Cloud PACS DICOM Viewer Healthcare Trends and Innovations Mammography PACS & Tomosynthesis: Solving the "Heavy Data" Problem In the last decade, breast imaging has undergone a massive technological leap. We moved from 2D Digital Mammography (FFDM) to Digital Breast Tomosynthesis (DBT). Clinically, this is a victory—detection rates are up, and recalls are down. IT-wise, it is a... By Mircea Popa Nov 12, 2025

Data Security and Interoperability Teleradiology and Telemedicine Teleradiology Solutions: Swift, Smart, and Smooth Radiology Services Have you ever dreamed of getting expert diagnoses from radiologists thousands of miles away? Well, with teleradiology solutions, your dream can come true. Teleradiology solutions connect healthcare providers with radiologists remotely. They provide secure data sharing and real-time interpretations of... By Mircea Popa Dec 4, 2024

Healthcare Trends and Innovations Teleradiology and Telemedicine Telehealth vs. Telemedicine: 5 Difference and Why It’s Important? The digital wheel is magically changing healthcare, and telehealth and telemedicine are two significant magical creations of this revolution. These two streams make healthcare services more accessible, efficient, and patient-centered. However, what are the differences between telehealth and telemedicine? Telehealth... By Mircea Popa Dec 2, 2024

Medical Imaging Technology Cloud PACS Cloud PACS vs On-Premise PACS: Architecture, Cost, and Performance Compared Cloud PACS is a medical imaging platform that stores, retrieves, and distributes DICOM studies on remote cloud infrastructure; on-premises PACS performs the same functions on servers physically located within the healthcare facility — the choice between them determines the cost... By Mircea Popa Jul 15, 2024

Healthcare Trends and Innovations Are Physical Exams Obsolete? Not with Hybrid Healthcare! While the physical exam will never be entirely obsolete, telehealth and hybrid healthcare are changing the way that physicians care for their patients. By Mircea Popa Jun 29, 2022

Patient Experience and Retention How to Help Patients Adapt to Hybrid Healthcare As a provider, offering your patients an all-in-one and easy-to-use telehealth platform is a crucial aspect of helping them adapt to hybrid healthcare. By Mircea Popa Jun 22, 2022

Value-Based Care and Healthcare Models Why Medical Practices Need a Hybrid Healthcare Strategy With a hybrid healthcare strategy, practices can offer their patients the best of remote and in-person care. By Mircea Popa Jun 15, 2022

Teleradiology and Telemedicine Challenges in Hybrid Healthcare Medicai provides physicians the tools needed to offer a seamless patient experience and embrace hybrid healthcare with open arms. By Mircea Popa May 25, 2022

Patient Experience and Retention What It Means to be Digital-First in Medicine For providers looking to be digital-first in medicine and future-proof their practice, telehealth is the first step. By Mircea Popa May 18, 2022

Patient Experience and Retention How to Make Data-Driven Improvements to the Patient Experience Data-driven improvements are the key to improving the patient experience, but they aren’t possible without the right platform. By Mircea Popa Apr 13, 2022

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