Page 2 of 20 – Recent Articles

410 posts
AI Orchestration in PACS: Moving Beyond "Buzzwords" to Real Workflowai orchestration in pacs 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 ThemThe Unified Worklist: How to Connect Disparate PACS Without Replacing Them 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-Native vs. Cloud-Enabled PACS: Why the Difference Matters for 2026cloud based vs cloud enabled pacs 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
Does AI Really Deliver Economic Value in Radiology? What the Evidence SaysDoes AI Really Deliver Economic Value in Radiology? What the Evidence Says Does AI Really Deliver Economic Value in Radiology? What the Evidence Says Economic value from radiology AI is not guaranteed. A January 2026 systematic review found that only 21 studies out of 1,879 screened records (about 1%) actually quantified economic outcomes, and the results depended on task complexity, examination volume, and the... By Mircea Popa Jan 5, 2026
The Teleradiology Tech Stack: Building a High-Performance Remote Reading Workflowpacs teleradiology The Teleradiology Tech Stack: Building a High-Performance Remote Reading Workflow For decades, the word “Teleradiology” meant one specific thing: outsourcing your night shifts to a third-party “Nighthawk” group to cover the 2:00 AM trauma cases. It was a service you bought, not a technology you owned. In 2026, the definition... By Alexandru Artimon Jan 1, 2026
PMS Imaging vs. Dedicated PACS: Why Your Practice Management Software Isn't Enoughpms vs dedicated dental pacs 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
Taming the CBCT Beast: Cloud Strategies for Implantology and Orthodonticsdental pacs solution for CBCT files management 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
How VNA Technology Unifies Dexis, Schick, and Carestreamvna for dental digital imaging How VNA Technology Unifies Dexis, Schick, and Carestream For many dental practice owners and IT managers, buying a new digital sensor is not just a hardware purchase—it’s a software sentence. If you buy a dental digital imaging system like Schick sensor, you are often forced to use Schick’s imaging... By Andrei Blaj Dec 23, 2025
Why Cloud Dental PACS is Critical for Multi-Site Centralization: The DSO Tech Stackcloud dental pacs Why Cloud Dental PACS is Critical for Multi-Site Centralization: The DSO Tech Stack Dental Service Organizations (DSOs) often hit a technological wall in the race to scale. It happens somewhere between the 5th and the 50th location. You acquire a new practice, and along with the patient list, you inherit a server closet... By Mircea Popa Dec 18, 2025
How Integrated RIS PACS Synchronization Drives Revenueintegrated ris pacs How Integrated RIS PACS Synchronization Drives Revenue Radiology Information Systems (RIS) and Picture Archiving and Communication Systems (PACS) are treated as line items on expense reports in most boardrooms. The integrated RIS PACS are viewed as necessary overhead—”the cost of doing business.” This is a fundamental misunderstanding... By Mircea Popa Dec 16, 2025
RIS-PACS Integration: HL7 Messaging, DICOM Modality Worklist, and Failure Preventionris pacs integration guide RIS-PACS Integration: HL7 Messaging, DICOM Modality Worklist, and Failure Prevention For a Radiology IT Director, there is no headache quite like “Interface Fatigue.” You have a Radiology Information System (RIS) handling the scheduling and billing. You have a PACS handling the images. And sitting between RIS PACS integration is a... By Alexandru Artimon Dec 13, 2025
RIS vs PACS: Key Differences, Workflow, and Integration Explainedris vs pacs RIS vs PACS: Key Differences, Workflow, and Integration Explained The acronyms RIS and PACS often sound like the same thing for a medical student or a new hospital administrator. They both store patient data and deal with radiology. So, why do we need two separate systems and be concerned... By Andrei Blaj Dec 9, 2025
Cloud-Based Medical Imaging Collaboration: Better Access, Faster Insights, Stronger Caremedical imaging collaboration Cloud-Based Medical Imaging Collaboration: Better Access, Faster Insights, Stronger Care Today, collaboration is becoming just as important as interpretation. Online medical imaging collaboration helps clinicians to review, share, and discuss complete DICOM studies from anywhere. It connects radiologists, specialists, primary care providers, and patients in a unified, cloud-based workspace that... By Alexandru Artimon Dec 7, 2025
Why Cloud-Based Medical Image Sharing Matters More Than EverWhy Cloud-Based Medical Image Sharing Matters More Than Ever Why Cloud-Based Medical Image Sharing Matters More Than Ever Waiting days for a CD just to get a doctor to view your scan is indeed frustrating. Cloud-based medical image sharing helps hospitals, clinics, and patients store and share imaging, such as CTs, MRIs, and X-rays, through secure online platforms... By Mircea Popa Nov 30, 2025
Why DICOM Matters in Modern Radiology?dicom radiology Why DICOM Matters in Modern Radiology? At the heart of radiology sits DICOM. DICOM is the universal standard for storing and transferring medical images. It combines the scan and its metadata into one reliable format. In radiology, DICOM keeps images consistent across different machines and viewers,... By Alexandru Artimon Nov 24, 2025
DICOM Format Explained: Understanding Your Medical Imaging Filesdicom format 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
Radiology Second Opinions for Scans: What Patients Should Knowradiology second opinion Radiology Second Opinions for Scans: What Patients Should Know Ever walked out of a scan feeling unsure about what the report really meant? Medical imaging can be confusing, and the results often leave patients with more questions than answers. A radiology second opinion provides a fresh, independent review of... By Andrei Blaj Nov 20, 2025
HL7 FHIR vs. V2 in Imaging: Why Your PACS Needs a Modern APIHL7 FHIR vs. V2 in Imaging: Why Your PACS Needs a Modern API HL7 FHIR vs. V2 in Imaging: Why Your PACS Needs a Modern API For over 30 years, healthcare interoperability has spoken one language: HL7 V2. If you are a PACS Administrator, you know the drill: An order is placed in the EMR, a ORM message fires over a VPN tunnel, the RIS catches... By Andrei Blaj Nov 18, 2025
DICOM Interoperability Failures (And How Hospitals Fix Them)dicom interoperability failures 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
Mammography PACS & Tomosynthesis: Solving the "Heavy Data" Problemmammography pacs and tomosynthesis 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
Orthopedic PACS: Digital Templating, Pre-Operative Planning, and Why Generic Viewers Fall Shortorthopedic pacs and templating Orthopedic PACS: Digital Templating, Pre-Operative Planning, and Why Generic Viewers Fall Short In general radiology, the goal of a PACS is Diagnosis: “Is the bone broken?” In orthopedics, the goal of orthopedic PACS is Reconstruction: “How do I fix it, and what size implant do I need?” This fundamental difference is why... By Alexandru Artimon Nov 11, 2025