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AI Echocardiography in the ED: How Well Does Us2.ai Match Expert Review?

October 12, 2026

SCIENTIFIC EVIDENCE

AI Echocardiography in the ED: How Well Does Us2.ai Match Expert Review?

A multicentre Australian study tests Us2.ai's echocardiographic interpretation against expert ED sonologists, revealing agreement rates, yield gaps, and scope limits relevant to clinical deployment.

#Cardiac
#Heart Disease
#Ultrasound

+2 more

AI Boosts Junior Radiologists' Sensitivity in Chest X-Ray Reporting

October 12, 2026

SCIENTIFIC EVIDENCE

AI Boosts Junior Radiologists' Sensitivity in Chest X-Ray Reporting

Lunit INSIGHT CXR raises detection sensitivity for less-experienced radiologists reading chest X-rays, though radiology directors should note a trade-off in specificity.

#Chest
#Consolidation
#Lunit

+2 more

AI Echo Measurements Match Expert Readers in Monitoring ATTR Cardiomyopathy

October 8, 2026

SCIENTIFIC EVIDENCE

AI Echo Measurements Match Expert Readers in Monitoring ATTR Cardiomyopathy

Us2.ai's automated echocardiography shows repeatability comparable to experienced cardiologists in ATTR-CM, though expert oversight remains essential for advanced disease monitoring.

#Cardiac
#Heart Disease
#Ultrasound

+2 more

AI Outperforms Routine Radiology in Thoracic Lymph Node Detection for Lung Cancer

October 8, 2026

SCIENTIFIC EVIDENCE

AI Outperforms Routine Radiology in Thoracic Lymph Node Detection for Lung Cancer

AI detected far more pathologically sampled lymph node stations than routine radiology reports, signalling a major efficiency gain for systematic nodal assessment in lung cancer CT workups.

#Chest
#Ct
#Lung Nodule

+2 more

AI Detection vs. Risk Models in Mammography Screening: How Does Transpara Perform?

October 8, 2026

SCIENTIFIC EVIDENCE

AI Detection vs. Risk Models in Mammography Screening: How Does Transpara Perform?

New research in Radiology: Imaging Cancer compares Transpara AI detection against short-term breast cancer risk models, both within and beyond intended screening use.

#Breast
#Breast Cancer
#Mammography

+2 more

AI Flags Single-View Mammography Asymmetries to Aid Recall Decisions

October 8, 2026

SCIENTIFIC EVIDENCE

AI Flags Single-View Mammography Asymmetries to Aid Recall Decisions

Transpara AI shows potential to support risk stratification of single-view asymmetries in screening mammography, with low malignancy yield among non-AI-flagged cases.

#Breast
#Breast Cancer
#Mammography

+2 more

AI Fracture Detection in Paediatric ED: Impact on Recall Rates Assessed

October 8, 2026

SCIENTIFIC EVIDENCE

AI Fracture Detection in Paediatric ED: Impact on Recall Rates Assessed

A prospective study examines whether AI-assisted fracture detection during out-of-hours paediatric emergency care reduces diagnostic revisions and patient recall rates.

#Chest
#Milvue
#Techcare Kids

+1 more

Deep-Learning MRI Reconstruction Evaluated for Knee Pain Imaging

October 8, 2026

SCIENTIFIC EVIDENCE

Deep-Learning MRI Reconstruction Evaluated for Knee Pain Imaging

A study in Diagnostics compares SubtleMR deep-learning MRI reconstruction against conventional knee MRI sequences in patients presenting with knee pain.

#Mr
#Msk
#R/o Acl Tear

+2 more

iCAD's Dual AI Scores Not Interchangeable in Breast Tomosynthesis Workup

October 8, 2026

SCIENTIFIC EVIDENCE

iCAD's Dual AI Scores Not Interchangeable in Breast Tomosynthesis Workup

Study finds ProFound AI's tomosynthesis and synthesized-2D scores differ within individual breasts, warning against using a low AI score alone to downgrade suspicious findings.

#Breast
#Breast Cancer
#Icad

+2 more

AI Mammography Risk Model Assessed for Breast Cancer Survivors

October 8, 2026

SCIENTIFIC EVIDENCE

AI Mammography Risk Model Assessed for Breast Cancer Survivors

New research in J. Clinical Medicine evaluates iCAD's ProFound AI Risk for predicting subsequent breast cancer in women with a prior breast cancer history.

#Breast
#Breast Cancer
#Icad

+2 more

Health AI Register update September 2026

October 2, 2026

UPDATES TO HEALTH AI REGISTER

Health AI Register update September 2026

New on Health AI Register: Vara Tomosynthesis by Vara (MX Healthcare GmbH) an application that analyses digital breast tomosynthesis examinations in breast cancer screening.New on Health AI Register:...