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AI-assisted MRI in multiple sclerosis follow-up: high sensitivity but limited specificity in longitudinal lesion detection

February 2, 2025

SCIENTIFIC EVIDENCE

AI-assisted MRI in multiple sclerosis follow-up: high sensitivity but limited specificity in longitudinal lesion detection

Company: mediaire Product: mdbrainAI-based assessment of longitudinal multiple sclerosis MRI: Strengths and weaknesses in clinical practiceEuropean Journal of Radiology, 2025AbstractObjectivesIn...

#Mdbrain
#Mediaire
#Mri

+2 more

AI surpasses traditional techniques for intracranial hemorrhage volume measurement in clinical settings

February 2, 2025

SCIENTIFIC EVIDENCE

AI surpasses traditional techniques for intracranial hemorrhage volume measurement in clinical settings

A USA retrospective study evaluated Viz ICH (Viz.AI), an AI tool for intracranial hemorrhage (ICH) volume calculation, using non-contrast head CT scans from 139 patients with spontaneous ICH greater...

#Ct
#Ich
#Intracranial Hemorrhage

+3 more

Automated brain volumetry is highly scanner-dependent: implications for longitudinal and multicenter MRI studies

February 2, 2025

SCIENTIFIC EVIDENCE

Automated brain volumetry is highly scanner-dependent: implications for longitudinal and multicenter MRI studies

Company: mediaire Product: mdbrainVolumetry of selected brain regions - Can we compare MRI examinations of different manufacturers and field strengths?Clinical Neuroradiology,...

#Brain
#Mdbrain
#Mediaire

+2 more

Deep learning for coronary stenosis classification matches expert performance and identifies all severe cases

February 2, 2025

SCIENTIFIC EVIDENCE

Deep learning for coronary stenosis classification matches expert performance and identifies all severe cases

Company: Spimed-AI Product: CorExAutomated classification of coronary LEsions fRom coronary computed Tomography angiography scans with an updated deep learning model: ALERT studyEuropean Radiology,...

#Cardiac
#Corex
#Coronary Artery Disease

+2 more

Deep learning-driven MRI reconstruction: enhancing image quality while reducing scan time and preserving diagnostic accuracy

February 2, 2025

SCIENTIFIC EVIDENCE

Deep learning-driven MRI reconstruction: enhancing image quality while reducing scan time and preserving diagnostic accuracy

Company: AIRS Medical Product: SwiftMRProspective evaluation of accelerated brain MRI using deep learning-based reconstruction: simultaneous application to 2D spin-echo and 3D gradient-echo...

#Airs Medical
#Mri
#Mri Image Enhancement

+2 more

A leadership perspective on implementation and impact

January 30, 2025

NICE READ

A leadership perspective on implementation and impact

The adoption of AI in clinical practice is steadily growing, but how do radiology department heads perceive this technology? What are their key concerns and expectations for the future?A recent...

#Leadership
#Survey
Data bias and transparency: a consensus recommendation

January 30, 2025

NICE READ

Data bias and transparency: a consensus recommendation

Ensuring transparency in health datasets is a critical issue, gaining even more attention with the upcoming EU AI Act. A recent review article in The Lancet Digital Health takes a deep dive into this...

#Bias
#Data Management
#Guideline

+1 more

Updated regulation of AI-enabled devices in the United States

January 10, 2025

NICE READ

Updated regulation of AI-enabled devices in the United States

AI-based medical devices are different from other (hardware) medical devices. The power of AI software is that it can change over time with updates as more data becomes available. Current regulatory...

#Fda
#Regulation
Real-world application of AI in mammography screening: higher detection rates without increased recalls

January 9, 2025

SCIENTIFIC EVIDENCE

Real-world application of AI in mammography screening: higher detection rates without increased recalls

A German prospective, multicenter, real-world study called PRAIM evaluated Vara (MX Healthcare GmbH), an AI tool for breast cancer detection in a population-based mammography screening program. This...

#Breast
#Breast Cancer
#Mammography

+2 more

Enhancing tumor visibility and diagnostic confidence through deep learning-based CT reconstruction

January 9, 2025

SCIENTIFIC EVIDENCE

Enhancing tumor visibility and diagnostic confidence through deep learning-based CT reconstruction

Company: AlgoMedica Product: PixelshineImpact of deep learning-based image reconstruction on tumor visibility and diagnostic confidence in computed tomographyBioengineering, 2024AbstractDeep learning...

#Algomedica
#Ct
#Image Reconstruction

+1 more

AI-based hip morphology assessment as a reliable alternative to manual measurements

January 9, 2025

SCIENTIFIC EVIDENCE

AI-based hip morphology assessment as a reliable alternative to manual measurements

Company: Gleamer Product: BoneMetricsValidation of AI-driven measurements for hip morphology assessmentEuropean Journal of Radiology, 2024AbstractRationale and objectivesAccurate assessment of hip...

#Bonemetrics
#Gleamer
#Hip Measurements

+3 more

AI as a first reader in lung cancer screening: potential to enhance efficiency without compromising accuracy

January 9, 2025

SCIENTIFIC EVIDENCE

AI as a first reader in lung cancer screening: potential to enhance efficiency without compromising accuracy

Company: Coreline Soft Product: AVIEW LCS+Feasibility of AI as first reader in the 4-IN-THE-LUNG-RUN lung cancer screening trial: impact on negative-misclassifications and clinical referral...

#Aview Lcs+
#Chest
#Coreline Soft

+2 more