AIMC Topic: Age Determination by Skeleton

Clear Filters Showing 61 to 70 of 102 articles

Traditional and New Methods of Bone Age Assessment-An Overview.

Journal of clinical research in pediatric endocrinology Oct 26, 2020
Bone age is one of biological indicators of maturity used in clinical practice and it is a very important parameter of a child’s assessment, especially in paediatric endocrinology. The most widely used method of bone age assessment is by performing a...
Child, Preschool Child Age Factors Predictive Value of Tests Neural Networks, Computer Diagnosis, Computer-Assisted Female Deep Learning Infant, Newborn Adolescent Reproducibility of Results Young Adult Male Infant Wrist Joint Humans Age Determination by Skeleton Adolescent Development Hand Bones Radiographic Image Interpretation, Computer-Assisted Observer Variation Automation Child Development
View on PubMed DOI

Estimation of age in unidentified patients via chest radiography using convolutional neural network regression.

Emergency radiology Apr 28, 2020
PURPOSE: Patient age has important clinical utility for refining a differential diagnosis in radiology. Here, we evaluate the potential for convolutional neural network models to predict patient age based on anterior-posterior chest radiographs for i...
Humans Neural Networks, Computer Female Radiography, Thoracic Age Determination by Skeleton Male Predictive Value of Tests Emergency Service, Hospital Datasets as Topic
View on PubMed DOI

Modernization of bone age assessment: comparing the accuracy and reliability of an artificial intelligence algorithm and shorthand bone age to Greulich and Pyle.

Skeletal radiology Apr 23, 2020
UNLABELLED: Greulich and Pyle (GP) is one of the most common methods to determine bone age from hand radiographs. In recent years, new methods were developed to increase the efficiency in bone age analysis like the shorthand bone age (SBA) and automa...
Humans Artificial Intelligence Radiography Age Determination by Skeleton Female Shorthand Reproducibility of Results Male
View on PubMed DOI

Cervical vertebral maturation assessment on lateral cephalometric radiographs using artificial intelligence: comparison of machine learning classifier models.

Dento maxillo facial radiology Mar 9, 2020
OBJECTIVES: This study aimed to develop five different supervised machine learning (ML) classifier models using artificial intelligence (AI) techniques and to compare their performance for cervical vertebral maturation (CVM) analysis. A clinical deci...
Age Determination by Skeleton Machine Learning Cephalometry Cervical Vertebrae Humans Artificial Intelligence
View on PubMed DOI

Artificial intelligence in bone age assessment: accuracy and efficiency of a novel fully automated algorithm compared to the Greulich-Pyle method.

European radiology experimental Jan 28, 2020
BACKGROUND: Bone age (BA) assessment performed by artificial intelligence (AI) is of growing interest due to improved accuracy, precision and time efficiency in daily routine. The aim of this study was to investigate the accuracy and efficiency of a ...
Radiography Wrist Hand Germany Age Determination by Skeleton Retrospective Studies Adolescent Child, Preschool Child Humans Artificial Intelligence
View on PubMed DOI

Bone age determination using only the index finger: a novel approach using a convolutional neural network compared with human radiologists.

Pediatric radiology Dec 20, 2019
BACKGROUND: Recently developed convolutional neural network (CNN) models determine bone age more accurately than radiologists.
Finger Phalanges Male Infant Adolescent Child, Preschool Humans Child Neural Networks, Computer Image Processing, Computer-Assisted Retrospective Studies Datasets as Topic Female Age Determination by Skeleton
View on PubMed DOI

Automated age estimation from MRI volumes of the hand.

Medical image analysis Jul 31, 2019
Highly relevant for both clinical and legal medicine applications, the established radiological methods for estimating unknown age in children and adolescents are based on visual examination of bone ossification in X-ray images of the hand. Our group...
Humans Machine Learning Adolescent Child Imaging, Three-Dimensional Magnetic Resonance Imaging Datasets as Topic Age Determination by Skeleton Hand Bones
View on PubMed DOI

Bone age assessment with various machine learning techniques: A systematic literature review and meta-analysis.

PloS one Jul 25, 2019
BACKGROUND: The assessment of bone age and skeletal maturity and its comparison to chronological age is an important task in the medical environment for the diagnosis of pediatric endocrinology, orthodontics and orthopedic disorders, and legal enviro...
Physical Examination Age Factors Age Determination by Skeleton Humans History, 21st Century Bone Development Machine Learning History, 20th Century Child Child Development
View on PubMed DOI

Incorporated region detection and classification using deep convolutional networks for bone age assessment.

Artificial intelligence in medicine Apr 30, 2019
Bone age assessment plays an important role in the endocrinology and genetic investigation of patients. In this paper, we proposed a deep learning-based approach for bone age assessment by integration of the Tanner-Whitehouse (TW3) methods and deep c...
Adolescent Child, Preschool Child Age Determination by Skeleton Male Infant Deep Learning Humans Neural Networks, Computer Female Infant, Newborn
View on PubMed DOI

Regression Algorithm of Bone Age Estimation of Knee-joint Based on Principal Component Analysis and Support Vector Machine.

Fa yi xue za zhi Apr 25, 2019
Objective To establish a regression algorithm model that applies to bone age estimation of Xinjiang Uygur adolescents with machine learning methods such as histogram of oriented gradient （HOG）, local binary patterns （LBP）, support vector machine （SVM...
Age Determination by Skeleton Support Vector Machine Principal Component Analysis Knee Joint Asian People China Female Adolescent Image Processing, Computer-Assisted Young Adult Adult Humans Male Machine Learning Algorithms
View on PubMed DOI
Popular Topics
Recent Journals