Radiology

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

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Region guided mask R-CNN with Haralick ResNet fusion for accurate coronary artery disease detection in computed tomography angiography images.

Coronary Computed Tomography Angiography (CCTA) is a non-invasive imaging technique used to visualiz...

Apr 2026 41974778
DiSCNet: Directional Split Convolution for compute-efficient brain tumor diagnosis.

Brain tumor classification from magnetic resonance imaging (MRI) remains challenging because tumor a...

Apr 2026 42000653
Comorbidity-aware transfer learning for neuro-developmental disorder diagnosis.

Neurodevelopmental disorders (NDDs) are characterized by impairments in cognition, communication, be...

Apr 2026 42001626
Colorectal liver metastases: imaging strategies for diagnosis, local treatment planning and systemic treatment response.

Colorectal liver metastases (CRLM) remain a major cause of cancer-related mortality, with imaging pl...

Apr 2026 42119162
Digital twin applications in radiology and radiotherapy: Applications, challenges, and future perspectives.

Digital twin technology has emerged as a transformative innovation in healthcare, offering virtual r...

Apr 2026 42000470
Incremental value of deep learning denoising in low-dose coronary CT angiography in predominantly obese patients.

OBJECTIVE: To determine the added value of post-hoc convolutional neural network (CNN)-based denoisi...

Apr 2026 42001841
Foundation models for brain imaging: A systematic review.

Foundation models (FMs), large neural networks pretrained on extensive and diverse datasets, have re...

Apr 2026 41974291
Scalable Quantum Non-Local Neural Network Optimized with Tyrannosaurus Algorithm for Brain tumor Detection using MRI Images.

Early and reliable detection of brain tumors from magnetic resonance imaging (MRI) is essential for ...

(1)
Apr 2026 41967037
Bone Magnetic Resonance Imaging: From Conventional Methods to AI-Driven Solutions.

With global population aging and increased life expectancy, bone diseases affect a substantial propo...

Apr 2026 41968381
[Annual advances in clinical applications of pulmonary function testing 2025].

This review systematically synthesizes and critically appraises domestic and international advances ...

(1)
Apr 2026 41912392
[Annual progress in imaging diagnosis of tuberculosis in 2025].

Tuberculosis (TB) remains a major global public health threat and continues to be one of the leading...

(2)
Apr 2026 41912395
Pathology-Anchored Transcranial Sonography: A Cascaded Super-Resolution Deep Learning System for Early-Stage Parkinson's Disease Grading.

Delayed diagnosis of Parkinson's disease (PD) due to undetectable early pathological changes remains...

Apr 2026 41965365
Multimodal deep feature fusion with transformer for brain tumor classification from magnetic resonance imaging.

Brain tumors (BTs) arise due to abnormal cell growth, which has a high mortality rate globally. Mill...

Apr 2026 41965397
Automated scout-image-based estimation of contrast agent dosing: a deep learning approach.

BACKGROUND: Optimal contrast agent dosing in computed tomography (CT) depends on accurate patient we...

Apr 2026 41965610
Computed tomography in ARDS, from morphological insights to AI-powered multi-modal analysis: a narrative review.

BACKGROUND: Acute respiratory distress syndrome (ARDS) is a critical clinical condition characterize...

(2)
Apr 2026 41965719
Phase-constrained zero-shot self-supervised learning for BLADE liver MRI reconstruction.

INTRODUCTION: Liver MRI plays a critical role in the diagnosis and monitoring of liver disease; howe...

Apr 2026 41963628
Artificial Intelligence Across the PSMA Theranostic Continuum in Prostate Cancer.

Prostate cancer is among the most common male malignancies worldwide, with recent advances in molecu...

Apr 2026 41966892
Automated O-RADS Risk Stratification Using a Large Language Model Analysis of Narrative Ultrasound Reports.

BACKGROUND: The Ovarian-Adnexal Reporting and Data System (O-RADS) is essential for standardizing th...

Apr 2026 41966937
Radiographic evaluation of the psoas and iliopsoas muscle as predictors for spinal cord ischemia after fenestrated and branched endovascular aortic repair.

OBJECTIVE: This study aimed to investigate the association between sarcopenia and spinal cord ischem...

Apr 2026 41967735
Carpal Tunnel Syndrome Diagnosis: A Narrative Review of Complementary Roles of Neuromuscular Ultrasound and Electrodiagnostic Studies.

Carpal tunnel syndrome (CTS), the most prevalent entrapment neuropathy of the upper extremities, pre...

Apr 2026 41957991
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