Radiology

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

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Imaging error reduction in radial cine-MRI with deep learning-based intra-frame motion compensation.

Radial cine-MRI allows for sliding window reconstruction at nearly arbitrary frame rate, promising h...

Nov 2024 39419112
Evaluating the effectiveness of AI-powered UrologiQ's in accurately measuring kidney stone volume in urolithiasis patients.

Kidney stones and urolithiasis are kidney diseases that have a significant impact on health and well...

Nov 2024 39527261
Predicting malignancy in breast lesions: enhancing accuracy with fine-tuned convolutional neural network models.

BACKGROUND: This study aims to explore the accuracy of Convolutional Neural Network (CNN) models in ...

Nov 2024 39529003
Grade prediction of lesions in cerebral white matter using a convolutional neural network.

We established a diagnostic method for cerebral white matter lesions using MRI images and examined t...

Nov 2024 39527563
An open codebase for enhancing transparency in deep learning-based breast cancer diagnosis utilizing CBIS-DDSM data.

Accessible mammography datasets and innovative machine learning techniques are at the forefront of c...

Nov 2024 39516557
Performance of Multimodal Large Language Models in Japanese Diagnostic Radiology Board Examinations (2021-2023).

RATIONALE AND OBJECTIVES: To evaluate the performance of various multimodal large language models (L...

Nov 2024 39521632
Optimization of percutaneous intervention robotic system for skin insertion force.

PURPOSE: Percutaneous puncture is a common interventional procedure, and its effectiveness is influe...

Nov 2024 39514174
Deep learning based apparent diffusion coefficient map generation from multi-parametric MR images for patients with diffuse gliomas.

PURPOSE: Apparent diffusion coefficient (ADC) maps derived from diffusion weighted magnetic resonanc...

Nov 2024 39514841
Deep learning segmentation-based bone removal from computed tomography of the brain improves subdural hematoma detection.

PURPOSE: Timely identification of intracranial blood products is clinically impactful, however the d...

Nov 2024 39521273
Comparison of machine learning algorithms for automatic prediction of Alzheimer disease.

BACKGROUND: Alzheimer disease is a progressive neurological disorder marked by irreversible memory l...

Nov 2024 39965789
Large-scale multi-center CT and MRI segmentation of pancreas with deep learning.

Automated volumetric segmentation of the pancreas on cross-sectional imaging is needed for diagnosis...

Nov 2024 39541706
Automated assessment of brain MRIs in multiple sclerosis patients significantly reduces reading time.

INTRODUCTION: Assessment of multiple sclerosis (MS) lesions on magnetic resonance imaging (MRI) is t...

Nov 2024 39514032
Deep learning for 3D vascular segmentation in hierarchical phase contrast tomography: a case study on kidney.

Automated blood vessel segmentation is critical for biomedical image analysis, as vessel morphology ...

Nov 2024 39516256
Deep learning automatically distinguishes myocarditis patients from normal subjects based on MRI.

Myocarditis, characterized by inflammation of the myocardial tissue, presents substantial risks to c...

Nov 2024 39509018
Artificial intelligence-based prediction of neurocardiovascular risk score from retinal swept-source optical coherence tomography-angiography.

The recent rise of artificial intelligence represents a revolutionary way of improving current medic...

Nov 2024 39511360
Machine-learning based prediction of future outcome using multimodal MRI during early childhood.

The human brain undergoes rapid changes from the fetal stage to two years postnatally, during which ...

Nov 2024 39528363
Improved patient identification by incorporating symptom severity in deep learning using neuroanatomic images in first episode schizophrenia.

Brain alterations associated with illness severity in schizophrenia remain poorly understood. Establ...

Nov 2024 39506100
Artificial intelligence-assisted magnetic resonance imaging technology in the differential diagnosis and prognosis prediction of endometrial cancer.

It aimed to analyze the value of deep learning algorithm combined with magnetic resonance imaging (M...

Nov 2024 39506051
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