AIMC Topic: Diagnostic Imaging

Clear Filters Showing 451 to 460 of 978 articles

Electromechanical Wave Imaging With Machine Learning for Automated Isochrone Generation.

IEEE transactions on medical imaging Aug 31, 2021
Standard Electromechanical Wave Imaging isochrone generation relies on manual selection of zero-crossing (ZC) locations on incremental strain curves for a number of pixels in the segmented myocardium for each echocardiographic view and patient. When ...
Heart Dogs Algorithms Animals Support Vector Machine Diagnostic Imaging Humans Machine Learning
View on PubMed DOI

Deep Learning-Based High-Frequency Ultrasound Skin Image Classification with Multicriteria Model Evaluation.

Sensors (Basel, Switzerland) Aug 30, 2021
This study presents the first application of convolutional neural networks to high-frequency ultrasound skin image classification. This type of imaging opens up new opportunities in dermatology, showing inflammatory diseases such as atopic dermatitis...
Deep Learning Ultrasonography Diagnostic Imaging Neural Networks, Computer Reproducibility of Results
View on PubMed DOI

A proof of concept study for machine learning application to stenosis detection.

Medical & biological engineering & computing Aug 28, 2021
This proof of concept (PoC) assesses the ability of machine learning (ML) classifiers to predict the presence of a stenosis in a three vessel arterial system consisting of the abdominal aorta bifurcating into the two common iliacs. A virtual patient ...
Machine Learning Diagnostic Imaging Humans Constriction, Pathologic Proof of Concept Study
View on PubMed DOI

Artificial intelligence-based hybrid deep learning models for image classification: The first narrative review.

Computers in biology and medicine Aug 27, 2021
BACKGROUND: Artificial intelligence (AI) has served humanity in many applications since its inception. Currently, it dominates the imaging field-in particular, image classification. The task of image classification became much easier with machine lea...
Deep Learning Diagnostic Imaging Artificial Intelligence Machine Learning
View on PubMed DOI

Artificial intelligence: The opinions of radiographers and radiation therapists in Ireland.

Radiography (London, England : 1995) Aug 25, 2021
INTRODUCTION: Implementation of Artificial Intelligence (AI) into medical imaging is much debated. Diagnostic Radiographers (DRs) and Radiation Therapists (RTTs) are at the forefront of this technological leap, thus an understanding of their views, i...
Radiography Diagnostic Imaging Artificial Intelligence Allied Health Personnel Ireland Humans
View on PubMed DOI

Application of Radiomics and Artificial Intelligence for Lung Cancer Precision Medicine.

Cold Spring Harbor perspectives in medicine Aug 2, 2021
Medical imaging is the standard-of-care for early detection, diagnosis, treatment planning, monitoring, and image-guided interventions of lung cancer patients. Most medical images are stored digitally in a standardized Digital Imaging and Communicati...
Humans Artificial Intelligence Lung Neoplasms Diagnostic Imaging Precision Medicine Image Processing, Computer-Assisted
View on PubMed DOI

Ensuring Adequate Development and Appropriate Use of Artificial Intelligence in Pediatric Medical Imaging.

AJR. American journal of roentgenology Jul 28, 2021
Of over 100 FDA-cleared artificial intelligence (AI) tools for triage, detection, or diagnosis in medical imaging, only one is cleared for use in children. Thus, children may be unable to benefit from the advances that AI provides to adults. Furtherm...
Image Interpretation, Computer-Assisted Diagnostic Imaging Pediatrics Child Triage Humans Artificial Intelligence
View on PubMed DOI

Deep reinforcement learning in medical imaging: A literature review.

Medical image analysis Jul 27, 2021
Deep reinforcement learning (DRL) augments the reinforcement learning framework, which learns a sequence of actions that maximizes the expected reward, with the representative power of deep neural networks. Recent works have demonstrated the great po...
Learning Diagnostic Imaging Humans Algorithms Neural Networks, Computer Forecasting
View on PubMed DOI

Adoption of New Technologies: Artificial Intelligence.

Gastrointestinal endoscopy clinics of North America Jul 20, 2021
Over the past decade, artificial intelligence (AI) has been broadly applied to many aspects of human life, with recent groundbreaking successes in facial recognition, natural language processing, autonomous driving, and medical imaging. Gastroenterol...
Diagnosis, Computer-Assisted Machine Learning Prospective Studies Diagnostic Imaging Humans Artificial Intelligence
View on PubMed DOI

Development of a smartphone-based lateral-flow imaging system using machine-learning classifiers for detection of Salmonella spp.

Journal of microbiological methods Jul 17, 2021
Salmonella spp. are a foodborne pathogen frequently found in raw meat, egg products, and milk. Salmonella is responsible for numerous outbreaks, becoming a frequent major public-health concern. Many studies have recently reported handheld and rapid d...
Machine Learning Animals Salmonella Colorimetry Bacteriological Techniques Humans Food Microbiology Smartphone Salmonella Infections Diagnostic Imaging Biosensing Techniques
View on PubMed DOI
Popular Topics
Recent Journals