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5 steps for evaluating radiology AI applications

Jason Poff, MD, director of innovation deployment for artificial intelligence (AI) at RadPartners, explains the five-step process he uses to evaluate medical imaging AI.

Jason Poff, MD, director of innovation deployment for artificial intelligence at Radiology Partners, explains the process he uses to evaluate medical imaging AI. 
 

  • Read more about 5 steps for evaluating radiology AI applications

Adaptable AI system detects subtle changes in imaging, has potential across multiple clinical settings

AI detects subtle changes in images over time.

The Learning-based Inference of Longitudinal imAge Changes, or LILAC, system harnesses machine learning to review medical images that have been collected over a prolonged period.

  • Read more about Adaptable AI system detects subtle changes in imaging, has potential across multiple clinical settings

Tiny 'water bears' may hold key to reducing radiation-induced side effects

Proteins in tardigrades could help prevent radiation-induced side effects.

These animals are virtually indestructible and have long outlived the dinosaurs due to their ability to withstand extreme cold, heat, natural disasters and even cosmic radiation.

  • Read more about Tiny 'water bears' may hold key to reducing radiation-induced side effects

Newly launched report feature provides patients with a visual aid to their imaging

PocketHealth's Image Readers helps patients understand their radiology report findings.

Courtesy of PocketHealth

The artificial intelligence-enabled feature can be integrated directly into patients’ imaging results.  

  • Read more about Newly launched report feature provides patients with a visual aid to their imaging

Hospital system offers dedicated CT training path to address staffing issues

Technologist scans a patient at Wellstar Kennestone Hospital. Photo by Dave Fornell

Recently the system was struggling to keep some of its CT departments fully staffed, causing delays in care and burdensome workloads for staff. 

  • Read more about Hospital system offers dedicated CT training path to address staffing issues

Detecting coronary inflammation on CT imaging could reshape preventive cardiology

Charalambos Antoniades, MD, the British Heart Foundation Chair of Cardiovascular Medicine at the University of Oxford, is a co-founder of the company Caristo, which has developed technology to image coronary inflammation on coronary computed tomography angiography (CCTA) scans to visualize a key factor of residual cardiovascular risk.

New technology now being considered by the FDA for approval can capture coronary inflammation on CCTA images and provide risk assessments. What could this mean for the future of cardiac care? We spoke to one researcher to learn more.

  • Read more about Detecting coronary inflammation on CT imaging could reshape preventive cardiology

‘A significant milestone’: First US patients receive doses of new PET radiotracer for CAD

The new cardiac PET radiotracer flurpiridaz F-18 is posed to be a major game changer and will likely lead to increased adoption of cardiac PET.

Back in September, the FDA approved GE HealthCare’s new PET radiotracer, flurpiridaz F-18, for patients with known or suspected CAD. It is seen by many in the industry as a major step forward in patient care. 

  • Read more about ‘A significant milestone’: First US patients receive doses of new PET radiotracer for CAD

New algorithm models radiologists' eye movements to interpret chest X-rays

Chest X-ray. Using an explainable artificial intelligence (AI) model, researchers were recently able to accomplish highly accurate labeling on large datasets of publicly available chest radiograph X-rays.. 

The algorithm has an edge over standard black box-style artificial intelligence applications because providers are able to see how it reaches conclusions.

  • Read more about New algorithm models radiologists' eye movements to interpret chest X-rays

Advanced MRI shows decreased lung function in kids with persistent COVID symptoms

Children show signs of post-COVID lung damage on MRI.

Images show regional ventilation, with values of (A) 0.1 mL/mL in the participant with PCC and (B) 0.5 mL/mL in the healthy control participant. Courtesy of Radiology.

New research findings may help explain why children recovering from COVID-19 continue to struggle with lingering fatigue. 

  • Read more about Advanced MRI shows decreased lung function in kids with persistent COVID symptoms

Sectra and Siemens Healthineers partner to improve CT workflows

Siemens Naeotom Alpha.pro photon counting CT RSNA 2024. Photo by Dave Fornell

The partnership will enable radiologists to more seamlessly access and post-process images acquired on Siemens Healthineers’ photon-counting CT scanners.

  • Read more about Sectra and Siemens Healthineers partner to improve CT workflows

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