AIMC Topic: Age Determination by Skeleton
Clear Filters Showing 21 to 30 of 91 articles
Age and sex estimation in cephalometric radiographs based on multitask convolutional neural networks.
Oral surgery, oral medicine, oral pathology and oral radiology
Feb 20, 2024
OBJECTIVES: Age and sex characteristics are evident in cephalometric radiographs (CRs), yet their accurate estimation remains challenging due to the complexity of these images. This study aimed to harness deep learning to automate age and sex estimat...
Radiological age assessment based on clavicle ossification in CT: enhanced accuracy through deep learning.
International journal of legal medicine
Jan 30, 2024
BACKGROUND: Radiological age assessment using reference studies is inherently limited in accuracy due to a finite number of assignable skeletal maturation stages. To overcome this limitation, we present a deep learning approach for continuous age ass...
Determination of growth and developmental stages in hand-wrist radiographs : Can fractal analysis in combination with artificial intelligence be used?
Journal of orofacial orthopedics = Fortschritte der Kieferorthopadie : Organ/official journal Deutsche Gesellschaft fur Kieferorthopadie
Jan 22, 2024
PURPOSE: The goal of this work was to assess the classification of maturation stage using artificial intelligence (AI) classifiers.
Automated bone age assessment in a German pediatric cohort: agreement between an artificial intelligence software and the manual Greulich and Pyle method.
European radiology
Dec 28, 2023
OBJECTIVES: This study aimed to evaluate the performance of artificial intelligence (AI) software in bone age (BA) assessment, according to the Greulich and Pyle (G&P) method in a German pediatric cohort.
Applicability and robustness of an artificial intelligence-based assessment for Greulich and Pyle bone age in a German cohort.
RoFo : Fortschritte auf dem Gebiete der Rontgenstrahlen und der Nuklearmedizin
Dec 8, 2023
PURPOSE: The determination of bone age (BA) based on the hand and wrist, using the 70-year-old Greulich and Pyle (G&P) atlas, remains a widely employed practice in various institutions today. However, a more recent approach utilizing artificial intel...
Use of artificial intelligence in determination of bone age of the healthy individuals: A scoping review.
Journal of the World federation of orthodontists
Nov 14, 2023
BACKGROUND: Bone age assessment, as an indicator of biological age, is widely used in orthodontics and pediatric endocrinology. Owing to significant subject variations in the manual method of assessment, artificial intelligence (AI), machine learning...
Deeplasia: deep learning for bone age assessment validated on skeletal dysplasias.
Pediatric radiology
Nov 13, 2023
BACKGROUND: Skeletal dysplasias collectively affect a large number of patients worldwide. Most of these disorders cause growth anomalies. Hence, evaluating skeletal maturity via the determination of bone age (BA) is a useful tool. Moreover, consecuti...
Machine learning and deep learning enabled age estimation on medial clavicle CT images.
International journal of legal medicine
Nov 8, 2023
The medial clavicle epiphysis is a crucial indicator for bone age estimation (BAE) after hand maturation. This study aimed to develop machine learning (ML) and deep learning (DL) models for BAE based on medial clavicle CT images and evaluate the perf...
Evaluation of height prediction models: from traditional methods to artificial intelligence.
Pediatric research
Sep 21, 2023
BACKGROUND: Traditional methods for predicting adult height (AHP) rely on manual readings of bone age (BA). However, the incorporation of artificial intelligence has recently improved the accuracy of BA readings and their incorporation into AHP model...
Machine learning and regression analysis for age estimation from the iliac crest based on computed tomographic explorations in an Indian population.
Medicine, science, and the law
Sep 5, 2023
Age estimation constitutes an integral parameter of identification. In children, sub-adults, and young adults, accurate age estimation is vital on various aspects of civil, criminal, and immigration law. The iliac crest presents as a suitable age mar...
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