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Foundation models in radiology: what, how, when, why and why not

December 6, 2024

NICE READ

Foundation models in radiology: what, how, when, why and why not

Foundational models for radiology are gaining significant traction. Companies like Harrison (Annalise) and Aidoc have recently introduced the first versions of their foundational AI models for...

#Foundational Models
Assessing real-world AI implementation for chest X-ray classification in high-volume screening environments

December 6, 2024

SCIENTIFIC EVIDENCE

Assessing real-world AI implementation for chest X-ray classification in high-volume screening environments

A retrospective study conducted in the United Arab Emirates evaluated the post-deployment performance of qXR (Qure.ai) for classifying chest X-rays (CXRs) as normal or abnormal in a high-volume visa...

#Chest
#Qure.ai
#Qxr

+2 more

Updates to Health AI Register November 2024

December 6, 2024

UPDATES TO HEALTH AI REGISTER

Updates to Health AI Register November 2024

Nicolab has achieved compliance with both the EU Medical Device Regulation (EU MDR) and the UK Medical Device Regulation (UK MDR) for its StrokeViewer application.Aidoc adds the Brainscan CT...

#Aidoc
#Brainscan
#Brainscan Ct

+20 more

Reliability and accuracy of three AI products for bone age estimation compared to human experts

December 5, 2024

SCIENTIFIC EVIDENCE

Reliability and accuracy of three AI products for bone age estimation compared to human experts

A retrospective study from Germany evaluated the performance of three AI products: BoneXpert (Visiana), IB Lab PANDA (ImageBiopsy Lab), and BoneView (Gleamer) for determining bone age (BA) using...

#Boneage
#Boneview
#Bonexpert

+5 more

AI achieves high accuracy in intracranial hemorrhage detection, but radiologist oversight remains crucial

December 5, 2024

SCIENTIFIC EVIDENCE

AI achieves high accuracy in intracranial hemorrhage detection, but radiologist oversight remains crucial

Company: Qure.ai Product: qERA retrospective audit of an artificial intelligence software for the detection of intracranial haemorrhage used by a teleradiology company in the United KingdomBJR|Open,...

#Ct
#Intracranial Hemorrhage
#Neuro

+2 more

Real-world evaluation of AI's role in pneumothorax diagnosis and workflow optimization

December 5, 2024

SCIENTIFIC EVIDENCE

Real-world evaluation of AI's role in pneumothorax diagnosis and workflow optimization

Company: GE Healthcare Product: Critical Care SuiteReal-world performance of pneumothorax-detecting artificial intelligence algorithm and its impact on radiologist reporting timesAcademic Radiology,...

#Chest
#Critical Care Suite
#Ge Healthcare

+2 more

Frequent AI use associated with an increased risk of radiologist burnout

December 5, 2024

NICE READ

Frequent AI use associated with an increased risk of radiologist burnout

In this cross-sectional study of radiologist burnout, frequent AI use was associated with an increased risk of radiologist burnout, particularly among those with high workload or lower AI acceptance....

#Adoption
#Burnout
#Impact

+1 more

Exploring the practicality of AI for incidental pulmonary embolism detection in routine oncology practice

October 29, 2024

SCIENTIFIC EVIDENCE

Exploring the practicality of AI for incidental pulmonary embolism detection in routine oncology practice

Company: Avicenna.AI Product: CINA-iPEContribution of an artificial intelligence tool in the detection of incidental pulmonary embolism on oncology assessment scansLife, 2024AbstractIntroductionThe...

#Avicenna.ai
#Chest
#Cina Ipe

+2 more

AI shows potential for enhancing accuracy and reducing costs in after-hours emergency department fracture detection

October 29, 2024

SCIENTIFIC EVIDENCE

AI shows potential for enhancing accuracy and reducing costs in after-hours emergency department fracture detection

Company: Radiobotics Product: RBfractureDeploying artificial intelligence in the detection of adult appendicular and pelvic fractures in the Singapore emergency department after hours: efficacy, cost...

#Appendicular Fractures
#Msk
#Pelvic Fractures

+3 more

October 29, 2024

SCIENTIFIC EVIDENCE

Intracranial aneurysm detection in TOF-MRA: AI support may improve detection outcomes and reduce reading times

Company: mediaire Product: mdbrainArtificial intelligence can help detecting incidental intracranial aneurysm on routine brain MRI using TOF MRA data sets and improve the time required for analysis...

#Incidental Intracranial Aneurysm
#Mdbrain
#Mediaire

+2 more

Reliability of AI-powered brain segmentation across varying MRI field strengths

October 29, 2024

SCIENTIFIC EVIDENCE

Reliability of AI-powered brain segmentation across varying MRI field strengths

Company: Neurophet Product: Neurophet AQUAEvaluating brain volume segmentation accuracy and reliability of FreeSurfer and Neurophet AQUA at variations in MRI magnetic field strengthsScientific...

#Brain Region Segmentation
#Mri
#Neuro

+3 more

Clinical utility of fully automated prostate MRI AI: comparison with PI-RADS v2.1 standards

October 29, 2024

SCIENTIFIC EVIDENCE

Clinical utility of fully automated prostate MRI AI: comparison with PI-RADS v2.1 standards

Company: mediaire Product: mdprostateAssessment of a fully-automated diagnostic AI software in prostate MRI: clinical evaluation and histopathological correlationEuropean Journal of Radiology,...

#Abdomen
#Mdprostate
#Mediaire

+2 more