AIMC Topic: Bone Density

Clear Filters Showing 21 to 30 of 127 articles

Development and evaluation of interpretable machine learning regressors for predicting femoral neck bone mineral density in elderly men using NHANES data.

Biomolecules & biomedicine Jan 14, 2025
Osteoporotic femoral neck fractures (OFNFs) pose a significant orthopedic challenge in the elderly population, accounting for up to 40% of all osteoporotic fractures and leading to considerable health deterioration and increased mortality. In address...
Machine Learning Algorithms Bone Density Osteoporosis Humans Nutrition Surveys Body Mass Index Femoral Neck Fractures Femur Neck Aged Male Middle Aged
View on PubMed DOI

Diagnostic accuracy of deep learning in prediction of osteoporosis: a systematic review and meta-analysis.

BMC musculoskeletal disorders Dec 4, 2024
BACKGROUND: Osteoporosis is one of the most common metabolic diseases that is characterized by a decrease in bone density and a loss of the quality of the bone structure. The use of deep learning in the prediction of osteoporosis can provide a non-in...
Predictive Value of Tests Osteoporosis Humans Sensitivity and Specificity Neural Networks, Computer Deep Learning Bone Density
View on PubMed DOI

Bonevoyage: Navigating the depths of osteoporosis detection with a dual-core ensemble of cascaded ShuffleNet and neural networks.

Journal of X-ray science and technology Nov 27, 2024
BACKGROUND: Osteoporosis (OP) is a condition that significantly decreases bone density and strength, often remaining undetected until the occurrence of a fracture. Timely identification of OP is essential for preventing fractures, reducing morbidity,...
Sensitivity and Specificity Absorptiometry, Photon Humans Osteoporosis Neural Networks, Computer Female Reproducibility of Results Algorithms Bone Density
View on PubMed DOI

Application of Machine Learning to Osteoporosis and Osteopenia Screening Using Hand Radiographs.

The Journal of hand surgery Nov 16, 2024
PURPOSE: Fragility fractures associated with osteoporosis and osteopenia are a common cause of morbidity and mortality. Current methods of diagnosing low bone mineral density require specialized dual x-ray absorptiometry (DXA) scans. Plain hand radio...
Machine Learning Algorithms Bone Density Aged Sensitivity and Specificity Osteoporosis Female Humans Mass Screening Radiography Bone Diseases, Metabolic Absorptiometry, Photon Male Middle Aged ROC Curve
View on PubMed DOI

Prediction of Bone Mineral Density based on Computer Tomography Images Using Deep Learning Model.

Gerontology Nov 11, 2024
INTRODUCTION: The problem of population aging is intensifying worldwide. Osteoporosis has become an important cause affecting the health status of older populations. However, the diagnosis of osteoporosis and people's understanding of it are seriousl...
Lumbar Vertebrae Male Middle Aged Deep Learning Humans Bone Density Osteoporosis Aged Aged, 80 and over Tomography, X-Ray Computed Female
View on PubMed DOI

Utilizing artificial intelligence to determine bone mineral density using spectral CT.

Bone Nov 6, 2024
BACKGROUND: Dual-energy computed tomography (DECT) has demonstrated the feasibility of using HAP-water to respond to BMD changes without requiring dedicated software or calibration. Artificial intelligence (AI) has been utilized for diagnosising oste...
Male Middle Aged Prospective Studies Bone Density Osteoporosis Aged Aged, 80 and over Tomography, X-Ray Computed Female Humans Artificial Intelligence
View on PubMed DOI

HarDNet-based deep learning model for osteoporosis screening and bone mineral density inference from hand radiographs.

Bone Nov 3, 2024
PURPOSE: Osteoporosis, affecting over 200 million individuals, often remains unrecognized and untreated, increasing the risk of fractures in older adults. Osteoporosis is typically diagnosed with bone mineral density (BMD) measured by dual-energy X-r...
Bone Density Osteoporosis Female Aged Humans Mass Screening Radiography Hand Absorptiometry, Photon Male Middle Aged Deep Learning
View on PubMed DOI

Current status and dilemmas of osteoporosis screening tools: A narrative review.

Clinical nutrition ESPEN Oct 11, 2024
OBJECTIVE: This review aims to explore the strengths and dilemmas of existing osteoporosis screening tools and suggest possible ways of optimization, in addition to exploring the potential of AI-integrated X-ray imaging in osteoporosis screening, esp...
Mass Screening Absorptiometry, Photon Humans Artificial Intelligence Risk Factors Risk Assessment Bone Density Osteoporosis
View on PubMed DOI

Valid inference for machine learning-assisted genome-wide association studies.

Nature genetics Sep 30, 2024
Machine learning (ML) has become increasingly popular in almost all scientific disciplines, including human genetics. Owing to challenges related to sample collection and precise phenotyping, ML-assisted genome-wide association study (GWAS), which us...
Polymorphism, Single Nucleotide Phenotype Humans Bone Density Machine Learning Genome-Wide Association Study Algorithms
View on PubMed DOI

Artificial intelligence assisted automatic screening of opportunistic osteoporosis in computed tomography images from different scanners.

European radiology Sep 4, 2024
OBJECTIVES: It is feasible to evaluate bone mineral density (BMD) and detect osteoporosis through an artificial intelligence (AI)-assisted system by using quantitative computed tomography (QCT) as a reference without additional radiation exposure or ...
Sensitivity and Specificity Male Humans Middle Aged Artificial Intelligence Aged Deep Learning Tomography, X-Ray Computed Bone Density Aged, 80 and over Radiographic Image Interpretation, Computer-Assisted Female Osteoporosis Adult Radiation Dosage
View on PubMed DOI
Popular Topics
Recent Journals