Radiology

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

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Role of artificial intelligence in magnetic resonance imaging-based detection of temporomandibular joint disorder: a systematic review.

This systematic review aimed to evaluate the application of artificial intelligence (AI) in the iden...

Dec 2024 40087072
Latent representation learning for classification of the Doppler ultrasound images.

The classification of Doppler ultrasound images plays an important role in the diagnosis of pregnanc...

Dec 2024 39729855
Diagnosis of intracranial aneurysms by computed tomography angiography using deep learning-based detection and segmentation.

BACKGROUND: Detecting and segmenting intracranial aneurysms (IAs) from angiographic images is a labo...

Dec 2024 38238009
A wrapper method for finding optimal subset of multimodal Magnetic Resonance Imaging sequences for ischemic stroke lesion segmentation.

Multimodal data, while being information-rich, contains complementary as well as redundant informati...

Dec 2024 39724829
Prior-FOVNet: A Multimodal Deep Learning Framework for Megavoltage Computed Tomography Truncation Artifact Correction and Field-of-View Extension.

Megavoltage computed tomography (MVCT) plays a crucial role in patient positioning and dose reconstr...

Dec 2024 39796828
Artificial intelligence and MRI in sinonasal tumors discrimination: where do we stand?

BACKGROUND: Artificial intelligence (AI) demonstrates high potential when applied to radiomic analys...

Dec 2024 39719474
Longitudinal interpretability of deep learning based breast cancer risk prediction.

Deep-learning-based models have achieved state-of-the-art breast cancer risk (BCR) prediction perfor...

Dec 2024 39662054
Comparison and analysis of deep learning models for discriminating longitudinal and oblique vaginal septa based on ultrasound imaging.

BACKGROUND: The longitudinal vaginal septum and oblique vaginal septum are female mĂĽllerian duct ano...

Dec 2024 39716160
Multi-branch CNNFormer: a novel framework for predicting prostate cancer response to hormonal therapy.

PURPOSE: This study aims to accurately predict the effects of hormonal therapy on prostate cancer (P...

Dec 2024 39716178
Assessment of MGMT promoter methylation status in glioblastoma using deep learning features from multi-sequence MRI of intratumoral and peritumoral regions.

OBJECTIVE: This study aims to evaluate the effectiveness of deep learning features derived from mult...

Dec 2024 39716317
Machine Learning for Predicting Zearalenone Contamination Levels in Pet Food.

Zearalenone (ZEN) has been detected in both pet food ingredients and final products, causing acute t...

Dec 2024 39728811
Automated Measurement of Effective Radiation Dose by F-Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography.

BACKGROUND/OBJECTIVES: Calculating the radiation dose from CT in F-PET/CT examinations poses a signi...

Dec 2024 39728913
VASARI 2.0: a new updated MRI VASARI lexicon to predict grading and status in brain glioma.

INTRODUCTION: Precision medicine refers to managing brain tumors according to each patient's unique ...

Dec 2024 39763601
Artificial intelligence in respiratory care.

The evolution of artificial intelligence (AI) has revolutionised numerous aspects of our daily lives...

Dec 2024 39764208
SMDFnet: Saliency multiscale dense fusion network for MRI and CT image fusion.

MRI-CT image fusion technology combines magnetic resonance imaging (MRI) and computed tomography (CT...

Dec 2024 39709865
Classifying Alzheimer's Disease Using a Finite Basis Physics Neural Network.

The disease amyloid plaques, neurofibrillary tangles, synaptic dysfunction, and neuronal death gradu...

Dec 2024 39704389
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