AIMC Topic: Image Processing, Computer-Assisted

Clear Filters Showing 3791 to 3800 of 10288 articles

Deep convolutional neural network algorithm for the automatic segmentation of oral potentially malignant disorders and oral cancers.

Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine May 24, 2023
This study aimed to develop an algorithm to automatically segment the oral potentially malignant diseases (OPMDs) and oral cancers (OCs) of all oral subsites with various deep convolutional neural network applications. A total of 510 intraoral images...
Humans Neural Networks, Computer Reproducibility of Results Imaging, Three-Dimensional Algorithms Image Processing, Computer-Assisted Mouth Neoplasms
View on PubMed DOI

Deep Learning Detection and Segmentation of Brain Arteriovenous Malformation on Magnetic Resonance Angiography.

Journal of magnetic resonance imaging : JMRI May 23, 2023
BACKGROUND: The delineation of brain arteriovenous malformations (bAVMs) is crucial for subsequent treatment planning. Manual segmentation is time-consuming and labor-intensive. Applying deep learning to automatically detect and segment bAVM might he...
Brain Retrospective Studies Aged Humans Middle Aged Deep Learning Adolescent Young Adult Adult Intracranial Arteriovenous Malformations Magnetic Resonance Imaging Magnetic Resonance Angiography Child Image Processing, Computer-Assisted
View on PubMed DOI

Observer studies of image quality of denoising reduced-count cardiac single photon emission computed tomography myocardial perfusion imaging by three-dimensional Gaussian post-reconstruction filtering and deep learning.

Journal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology May 23, 2023
BACKGROUND: The aim of this research was to asses perfusion-defect detection-accuracy by human observers as a function of reduced-counts for 3D Gaussian post-reconstruction filtering vs deep learning (DL) denoising to determine if there was improved ...
Image Processing, Computer-Assisted Heart Tomography, Emission-Computed, Single-Photon Myocardial Perfusion Imaging Phantoms, Imaging Humans Deep Learning ROC Curve
View on PubMed DOI

Automatic brain MRI motion artifact detection based on end-to-end deep learning is similarly effective as traditional machine learning trained on image quality metrics.

Medical image analysis May 23, 2023
Head motion artifacts in magnetic resonance imaging (MRI) are an important confounding factor concerning brain research as well as clinical practice. For this reason, several machine learning-based methods have been developed for the automatic qualit...
Humans Deep Learning Image Processing, Computer-Assisted Artifacts Magnetic Resonance Imaging Machine Learning Brain
View on PubMed DOI

A state-of-the-art survey of artificial neural networks for Whole-slide Image analysis: From popular Convolutional Neural Networks to potential visual transformers.

Computers in biology and medicine May 23, 2023
In recent years, with the advancement of computer-aided diagnosis (CAD) technology and whole slide image (WSI), histopathological WSI has gradually played a crucial aspect in the diagnosis and analysis of diseases. To increase the objectivity and acc...
Diagnosis, Computer-Assisted Image Processing, Computer-Assisted Neural Networks, Computer
View on PubMed DOI

Deep Learning Aided Neuroimaging and Brain Regulation.

Sensors (Basel, Switzerland) May 23, 2023
Currently, deep learning aided medical imaging is becoming the hot spot of AI frontier application and the future development trend of precision neuroscience. This review aimed to render comprehensive and informative insights into the recent progress...
Magnetic Resonance Imaging Deep Learning Neuroimaging Image Processing, Computer-Assisted Neural Networks, Computer Brain
View on PubMed DOI

Multimodality MRI synchronous construction based deep learning framework for MRI-guided radiotherapy synthetic CT generation.

Computers in biology and medicine May 22, 2023
Synthesizing computed tomography (CT) images from magnetic resonance imaging (MRI) data can provide the necessary electron density information for accurate dose calculation in the treatment planning of MRI-guided radiation therapy (MRIgRT). Inputting...
Tomography, X-Ray Computed Humans Multimodal Imaging Deep Learning Image Processing, Computer-Assisted Radiotherapy Planning, Computer-Assisted Magnetic Resonance Imaging
View on PubMed DOI

Uncertainty estimation for deep learning-based pectoral muscle segmentation via Monte Carlo dropout.

Physics in medicine and biology May 22, 2023
. Deep Learning models are often susceptible to failures after deployment. Knowing when your model is producing inadequate predictions is crucial. In this work, we investigate the utility of Monte Carlo (MC) dropout and the efficacy of the proposed u...
Neural Networks, Computer Mammography Pectoralis Muscles Uncertainty Deep Learning Image Processing, Computer-Assisted
View on PubMed DOI

msQSM: Morphology-based self-supervised deep learning for quantitative susceptibility mapping.

NeuroImage May 21, 2023
Quantitative susceptibility mapping (QSM) has been applied to the measurement of iron deposition and the auxiliary diagnosis of neurodegenerative disease. There still exists a dipole inversion problem in QSM reconstruction. Recently, deep learning ap...
Alzheimer Disease Image Processing, Computer-Assisted Magnetic Resonance Imaging Brain Mapping Neurodegenerative Diseases Parkinson Disease Brain Deep Learning Humans Algorithms
View on PubMed DOI

Classification of breast tumors by using a novel approach based on deep learning methods and feature selection.

Breast cancer research and treatment May 21, 2023
PURPOSE: Cancer is one of the most insidious diseases that the most important factor in overcoming the cancer is early diagnosis and detection. The histo-pathological images are used to determine whether the tissue is cancerous and the type of cancer...
Image Processing, Computer-Assisted Mammary Neoplasms, Animal Animals Deep Learning Humans Neural Networks, Computer Female Breast Neoplasms
View on PubMed DOI
Popular Topics
Recent Journals