Radiology

Latest AI and machine learning research in radiology for healthcare professionals.

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Artificial intelligence-assisted triage of screening mammograms following breast-conserving therapy: a comparative simulation study.

PURPOSE: To evaluate the diagnostic performance and potential of artificial intelligence (AI)-based ...

(1)
Sep 2026 42726463
Development and validation of an AI framework for automated vertebral bone quality assessment of lumbar MRI.

OBJECTIVE: This study aimed to develop and validate a fully automated vertebral bone quality (VBQ) p...

(3)
Sep 2026 42727099
Microwave-Based Breast Density Assessment Using the SAFE Device.

BACKGROUND: Breast density is a critical factor in both breast cancer risk and the effectiveness of ...

(2)
Sep 2026 42728183
Artificial Intelligence Enables Nonexperts to Automatically Capture Lung Ultrasound Clips Containing B-Lines.

B-line artifacts on lung ultrasound (LUS) are the sonographic sign of partial deaeration of the lung...

(1)
Sep 2026 42728197
Autopsy Confirmed Normal Pressure Hydrocephalus (NPH) Presenting With Corticobasal Syndrome.

Diagnostic large-volume CSF drainage should be considered in patients with progressive cognitive/beh...

(1)
Sep 2026 42732224
A pilot study to implement artificial intelligence-enabled, point-of-care obstetric ultrasound for gestational age estimation in Zambia: An evaluation protocol.

BACKGROUND: Ultrasound is essential for accurate pregnancy dating, but its implementation in low- an...

(2)
Sep 2026 42726706
Pretherapeutic radiological sarcopenia in pancreatic ductal adenocarcinoma: a narrative review.

Pancreatic ductal adenocarcinoma (PDAC) remains one of the deadliest solid malignancies despite adva...

(2)
Sep 2026 42720063
An LLM-enhanced AI agent for rapid diagnosis of acute aortic dissection in multi-center settings.

Acute aortic dissection (AAD) is a high-mortality cardiovascular emergency, yet early diagnosis befo...

(2)
Sep 2026 42757002
Integrating radiomic and perfusion kinetics from DCE-MRI for accurate prediction of pathological response to neoadjuvant chemotherapy.

BACKGROUND AND OBJECTIVES: The prediction of pathological response outcome following neoadjuvant che...

(4)
Sep 2026 42731310
Abdominal landmark detection and classification of fetal growth conditions on obstetric ultrasound: a gestational age-conditioned multi-task network.

OBJECTIVE: This study presents GA-MTNet (Gestational-Age-Conditioned Multi-Task Network), a deep lea...

(2)
Sep 2026 42720764
Evaluation of deep-learning iterative reconstruction combined with high-frequency kernels in CT: a task-based image quality study.

OBJECTIVE: To evaluate the image quality of a novel deep-learning iterative reconstruction (DLIR) al...

(2)
Sep 2026 42720870
Artificial intelligence in reproductive medicine and education: current evidence, challenges, and future directions.

OBJECTIVE: To review the current evidence on artificial intelligence (AI) in reproductive medicine, ...

(2)
Sep 2026 42720906
AI-Based Approaches for the Identification and Quantification of Traumatic Brain Injury in Computed Tomography Imaging: Systematic Review.

BACKGROUND: Traumatic brain injury (TBI) is a leading cause of global disability and mortality, requ...

(1)
Sep 2026 42721356
Linking MRI radiomics to transcriptomics-based radiosensitivity in lower-grade glioma: A radiogenomic framework.

BACKGROUND: RSI is a transcriptomics-based biomarker associated with radiotherapy outcomes, but its ...

(1)
Sep 2026 42721499
Evaluation of U-Net Based Architectures for Synthetic CT Generation from Dual-Contrast MRI.

Deep learning, especially U-Net-based models, has become the dominant approach for synthetic CT (sCT...

(2)
Sep 2026 42722001
Cross-modal interactive fusion framework for preoperative histological grading of hepatocellular carcinoma.

Purpose : Deep learning has shown great promise in medical image analysis, yet challenges remain in ...

(4)
Sep 2026 42722028
Fundamentals of Osteoarthritis 2026: Imaging.

OBJECTIVE: Osteoarthritis (OA) is the most frequent form of arthritis with major implications on bot...

(1)
Sep 2026 42722058
Spatiotemporal Atrophy Subtypes in Alzheimer's Disease: Neurodegenerative-Vascular Associations and Potential Prognostic Value.

OBJECTIVE: To characterize spatiotemporal atrophy subtypes in biomarker-confirmed Alzheimer's diseas...

(1)
Sep 2026 42722309
Ultrasound Molecular Imaging and Visualization of Immune Biomarkers: A New Paradigm for Tumor Immunotherapy Response Assessment.

Cancer immunotherapy has revolutionized the treatment landscape, yet its clinical efficacy is limite...

(2)
Sep 2026 42722534
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