Page 3 of 21 – Recent Articles
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HL7 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...

DICOM Interoperability Failures (And How Hospitals Fix Them)
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...

Mammography PACS & Tomosynthesis: Solving the "Heavy Data" Problem
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...

Orthopedic PACS: Digital Templating, Pre-Operative Planning, and Why Generic Viewers Fall Short
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...

What Is a Dangerous PSA Level? Understanding When High PSA Should Lead to MRI
What Is a Dangerous PSA Level? Understanding When High PSA Should Lead to MRI Most men think of PSA (prostate-specific antigen) as a simple blood test that screens for prostate cancer. But a rising PSA level rarely tells the full story on its own. A high PSA does not always equal cancer, and a...

Radiography vs Radiology: Understanding the Difference in Modern Medical Imaging
Radiography vs Radiology: Understanding the Difference in Modern Medical Imaging Medical imaging is changing faster than ever — from AI-powered diagnosis to global teleradiology collaboration. But at the foundation of every imaging scan and report are two critical healthcare professionals: radiographers and radiologists. Although their work overlaps, radiography and radiology...

Hybrid PACS Architecture: The Technical Guide for Radiology IT
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...

PACS Migration: Types, Phases, and the Complete Lifecycle
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...

Agentic Document Processing: The Future of Intelligent Healthcare Workflows
Agentic Document Processing: The Future of Intelligent Healthcare Workflows For years, healthcare automation relied on rules—if-then systems that could only handle predictable inputs. If a referral form matched a known template, it was processed; if not, it was flagged for human review. But the reality of healthcare data is...

How AI Document Extraction Accelerates Clinical Workflows
How AI Document Extraction Accelerates Clinical Workflows Healthcare runs on documents — referrals, reports, authorizations, discharge summaries, and imaging requests. Each plays a critical role in diagnosis and care coordination, yet most are still processed manually.This administrative bottleneck delays treatment, increases clinician burnout, and slows down operational...

AI Data Extraction: Unlocking Hidden Value in Radiology Documents
AI Data Extraction: Unlocking Hidden Value in Radiology Documents Radiology workflows are full of valuable information — yet much of it remains trapped inside scanned documents, PDFs, and unstructured reports. Radiologists, technicians, and administrators spend countless hours manually entering patient data, linking imaging results, and ensuring metadata consistency. Artificial...

From Upload to Insight: How AI Simplifies Patient Document Processing
From Upload to Insight: How AI Simplifies Patient Document Processing In modern healthcare, efficiency isn’t just a nice-to-have — it’s a necessity. Yet one of the biggest time sinks in hospitals and clinics remains patient paperwork. From onboarding forms and consent documents to referral letters and insurance proofs, the process...

Bringing Order to Chaos: The Role of AI in Medical Document Processing
Bringing Order to Chaos: The Role of AI in Medical Document Processing Healthcare runs on information — but much of that information is locked inside unstructured documents: handwritten notes, scanned lab reports, discharge summaries, and referral letters. Every hospital, clinic, and imaging center generates thousands of such documents daily, each essential for...

How AI Document Processing Is Transforming Healthcare Administration
How AI Document Processing Is Transforming Healthcare Administration Healthcare has always been a data-rich industry — but much of that data still lives in silos, trapped in faxes, scanned PDFs, and unstructured reports. Every day, hospitals and clinics juggle thousands of forms: patient consents, referrals, imaging requests, insurance...

HIPAA & GDPR Guide to Secure Medical Image Sharing
HIPAA & GDPR Guide to Secure Medical Image Sharing In a world where data moves fast, security in healthcare must move faster, protecting every medical image, every time, everywhere. To share medical images for second opinions, healthcare providers must adhere to HIPAA and GDPR rules. It includes encrypting files,...

Simplify Imaging: The Power of Online DICOM Viewers
Simplify Imaging: The Power of Online DICOM Viewers Medical images tell powerful stories, and an online DICOM viewer is changing how we access medical images today. These browser-based tools let users view, share, and discuss medical images instantly. You need no downloads, no technical setup, and no privacy...

DICOM Viewer Features That Make Scans Simple
DICOM Viewer Features That Make Scans Simple Ever opened your CT or MRI scans and felt completely lost? Most patients receive their medical images only to find a maze of gray layers, strange labels, and confusing details. An intuitive web DICOM viewer transforms the experience here. A...

DCM Files Explained: The Digital “Folder” Behind Every Medical Scan
DCM Files Explained: The Digital “Folder” Behind Every Medical Scan A DCM file is a DICOM medical imaging file that stores pixel data from a scan and patient and study metadata in a single standardized object. The DCM file format enables hospitals and clinics to transfer CT, MRI, X-ray, and...

Specialty PACS Market: Trends, Growth, and Key Insights
Specialty PACS Market: Trends, Growth, and Key Insights Medical imaging is the heartbeat of modern healthcare, yet managing massive volumes of data across different specialties is a growing challenge. In such cases, the specialty PACS market can be the solution you need. Unlike general PACS, specialty PACS are...

VNA in Radiology: How Vendor-Neutral Archives Fit Into the Radiology Workflow
VNA in Radiology: How Vendor-Neutral Archives Fit Into the Radiology Workflow A vendor-neutral archive (VNA) in radiology is the long-term storage layer that sits beneath the PACS, storing radiology imaging studies in vendor-independent DICOM format so the images outlive any single PACS contract. In a radiology department, the VNA solves three...

Radiology Modalities: From X-ray to Interventional
Radiology Modalities: From X-ray to Interventional Every picture tells a story, but in medicine, the right picture can save a life. That’s the power of radiology, the science of seeing inside the body without a single incision. Radiology modalities are the different imaging techniques doctors use...
