Radiology

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

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Showing 10228-10248 of 14,672 articles
Global Maxwell Tomography Using the Volume-Surface Integral Equation for Improved Estimation of Electrical Properties

Objective: Global Maxwell Tomography (GMT) is a noninvasive inverse optimization method for the es...

End-to-end Cortical Surface Reconstruction from Clinical Magnetic Resonance Images

Surface-based cortical analysis is valuable for a variety of neuroimaging tasks, such as spatial n...

Blind Restoration of High-Resolution Ultrasound Video

Ultrasound imaging is widely applied in clinical practice, yet ultrasound videos often suffer from...

XDementNET: An Explainable Attention Based Deep Convolutional Network to Detect Alzheimer Progression from MRI data

A common neurodegenerative disease, Alzheimer's disease requires a precise diagnosis and efficient...

What makes a 'good' decision with artificial intelligence? A grounded theory study in paediatric care.

OBJECTIVE: To develop a framework for good clinical decision-making using machine learning (ML) mode...

May 2025 39939160
An explainable AI-driven deep neural network for accurate breast cancer detection from histopathological and ultrasound images.

Breast cancer represents a significant global health challenge, which makes it essential to detect b...

May 2025 40394112
Discretion in the Loop: Human Expertise in Algorithm-Assisted College Advising

In higher education, many institutions use algorithmic alerts to flag at-risk students and deliver...

A Skull-Adaptive Framework for AI-Based 3D Transcranial Focused Ultrasound Simulation

Transcranial focused ultrasound (tFUS) is an emerging modality for non-invasive brain stimulation ...

Multiple deep learning models based on MRI images in discriminating glioblastoma from solitary brain metastases: a multicentre study.

OBJECTIVE: Development of a deep learning model for accurate preoperative identification of glioblas...

May 2025 40389875
Current trends and emerging themes in utilizing artificial intelligence to enhance anatomical diagnostic accuracy and efficiency in radiotherapy.

Artificial intelligence (AI) incorporation into healthcare has proven revolutionary, especially in r...

May 2025 40174629
OpenPros: A Large-Scale Dataset for Limited View Prostate Ultrasound Computed Tomography

Prostate cancer is one of the most common and lethal cancers among men, making its early detection...

From Low Field to High Value: Robust Cortical Mapping from Low-Field MRI

Three-dimensional reconstruction of cortical surfaces from MRI for morphometric analysis is fundam...

PRS-Med: Position Reasoning Segmentation with Vision-Language Model in Medical Imaging

Recent advancements in prompt-based medical image segmentation have enabled clinicians to identify...

Breast Arterial Calcifications on Mammography: A Review of the Literature.

Identifying systemic disease with medical imaging studies may improve population health outcomes. Al...

May 2025 40163666
A self-supervised multimodal deep learning approach to differentiate post-radiotherapy progression from pseudoprogression in glioblastoma.

Accurate differentiation of pseudoprogression (PsP) from True Progression (TP) following radiotherap...

May 2025 40382400
An integrated deep learning model for early and multi-class diagnosis of Alzheimer's disease from MRI scans.

Alzheimer's disease (AD) is a progressive neurodegenerative disorder that severely affects memory, b...

May 2025 40382404
Patient-Specific Dynamic Digital-Physical Twin for Coronary Intervention Training: An Integrated Mixed Reality Approach

Background and Objective: Precise preoperative planning and effective physician training for coron...

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