Author name: ravi

Radiologist reviewing PACS medical imaging scans on a computer screen in a modern healthcare facility
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Transforming Patient Care: The Definitive Guide to the Top Benefits of a PACS System in Radiology Departments

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Today’s radiology departments function under extreme and increasing pressure. Growing volumes of imaging, spurred by an aging population and the growth of diagnostic capabilities, have established an environment in which efficiency is not only desirable, but necessary for survival.1 In this high-stakes environment, the Picture Archiving and Communication System (PACS) has matured from a cutting-edge […]

Radiologists reviewing chest X-ray images on computer screens together
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Will AI Replace Radiologists? What the Data Shows

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Artificial Intelligence (AI) is evolving at a very fast rate in the medical world, with the global market estimated to hit $17billion by 2034. Will it replace the Radiologists.  In 2025, AI implementation is not only increasing in diagnostics but also in admin work, patient safety, and clinician training.  With such a tech boom, there

Dual-monitor PACS workstation displaying radiology scans and diagnostic imaging results.
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Cloud PACS Risks: Are CIOs Neglecting Security?

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In the current healthcare environment, the Picture Archiving and Communication System (PACS) is an indispensable tool for handling medical images and diagnostic workflows.  As diagnostic centers and hospitals transition their PACS to cloud environments increasingly, the advantages of greater accessibility, scalability, and cost-effectiveness are more than obvious.  Cloud-based PACS Radiology solutions such as RadEze allow

Female radiologist in surgical scrubs and face mask operating medical imaging equipment in hospital radiology department Caption
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Diagnostic vs Interventional Radiology: Important Differences

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Radiology is an important medicine specialty that applies imaging technology for the diagnosis and treatment of illness.  IT propels health care by delivering timely, precise information regarding a patient’s condition status, frequently leading to life-saving treatments.  IT is here on this blog that the distinction between diagnostic and interventional radiology is stipulated to educate patients

Illustration of two people interacting with large digital data and graph displays, highlighting the concept of data annotation.
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How Data Annotation Improves AI Accuracy in CT and MRI

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The use of Data Annotation with Artificial Intelligence (AI) has revolutionized medical imaging, enabling faster diagnosis, greater accuracy, and making it reliable for patients. With the capability of processing many images in a single sitting, AI systems are all based on a single universal ingredient to function optimally: data annotation. For the case of CT

Radiology technician examining diagnostic medical images on dual computer monitors.
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Training Radiology Residents on AI Tools

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The future of radiology is being reshaped by artificial intelligence speed of light innovation in diagnostic accuracy, workflow optimization, and patient care.  Ezewok Healthcare is convinced of empowering future generations of radiology leaders with the ability to leverage such technologies.  This blog examines how AI is transforming radiology education and best practices of top-performing organizations

Radiologist in medical scrubs examines a brain MRI scan in a modern imaging facility.
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Radiologist Shortage—Can Foreign Reads Fill the Gap?

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The Increased demand for radiologist services is being witnessed in healthcare systems worldwide.  With more advanced medical imaging equipment and their critical dependency on it for diagnosis and treatment, radiologists are more important than ever.  Despite this, a persistent shortage of radiologists has turned out to be an enormous challenge, leading to longer waiting periods,

Radiology team operating a CT scanner with a patient, doctors reviewing scans in a modern hospital setting.
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Should Radiology Billing Be Subscription-Only?

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Radiology billing has long been an intricate area of healthcare administration.  Historically, medical imaging and interventional radiography services have employed a fee-for-service model for billing, with a multitude of codes and payment systems that may be confusing to patients and providers alike.  Currently, as the health landscape shifts and new billing options emerge, there is

Data annotation illustration of an isometric medical imaging workflow with MRI scanner, patient, and professionals analyzing scans.
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 Design a Data Annotation QC Loop: Strategies for Reliable AI at Scale

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Data annotation is marking raw health data—images, text, and sound—to make it readable and learnable by artificial intelligence (AI) models.  In healthcare, annotation is particularly crucial because annotated data fuels AI systems that assist diagnosis, treatment, and clinical studies. But without effective quality control (QC) loops, even small inaccuracies in dataset annotation can propagate into

Radiologist reviewing PACS medical imaging scans on a computer screen in a modern healthcare facility
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Migrate to Legacy PACS to Cloud PACS: A Step-by-Step Guide

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Upgrades in PACS infrastructure are the need of the hour in the rapidly changing healthcare environment today to enhance patient care and operational efficiencies. The Picture Archiving and Communication Systems have been at the forefront of handling medical images, and an upgrade from legacy PACS to cloud PACS is a major leap. The Cloud PACS

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