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Bone Age Assessment Empowered with Deep Learning: A Survey, Open Research Challenges and Future Directions

Diagnostics, 2020
Deep learning is a quite useful and proliferating technique of machine learning. Various applications, such as medical images analysis, medical images processing, text understanding, and speech recognition, have been using deep learning, and it has been ...
Muhammad Waqas Nadeem, Hock Guan Goh, Abid Ali, Muzammil Hussain, Muhammad Adnan Khan, Vasaki a/p Ponnusamy   +5 more
doaj   +2 more sources

Association of obesity and adrenal androgen levels with bone age progression in boys with premature adrenarche [PDF]

Annals of Pediatric Endocrinology & Metabolism
Purpose Both premature adrenarche (PA) and obesity are closely linked to increases in bone age (BA). However, the mechanisms underlying these associations are unclear as research data, particularly in boys, are lacking.
Kyeongmi Lee, Jinjoo Choi, Yunsoo Choe, Seung Yang   +3 more
doaj   +2 more sources

Associations Between Bone Age, Body Composition and Physical Performance in Icelandic 12‐Year‐Old Female Soccer Players [PDF]

European Journal of Sport Science
Biological maturation significantly influences physical development and performance, with notable differences between sexes. Research using objective measures, such as bone age (BA) assessed with X‐ray to evaluate maturity and dual‐energy X‐ray ...
Runa Stefansdottir, Hilde Gundersen, Sigurdur Benediktsson, Mona Vestbøstad, Erlingur Johannsson, Vaka Rognvaldsdottir   +5 more
doaj   +2 more sources

An artificial intelligence-based bone age assessment model for Han and Tibetan children [PDF]

Frontiers in Physiology
Background: Manual bone age assessment (BAA) is associated with longer interpretation time and higher cost and variability, thus posing challenges in areas with restricted medical facilities, such as the high-altitude Tibetan Plateau.
Qixing Liu, Huogen Wang, Cidan Wangjiu, Tudan Awang, Meijie Yang, Puqiong Qiongda, Xiao Yang, Hui Pan, Fengdan Wang   +8 more
doaj   +2 more sources

Assessment of Bone Age Based on Hand Radiographs Using Regression-Based Multi-Modal Deep Learning [PDF]

Life
(1) Objective: In this study, a regression-based multi-modal deep learning model was developed for use in bone age assessment (BAA) utilizing hand radiographic images and clinical data, including patient gender and chronological age, as input data.
Jeoung Kun Kim, Donghwi Park, Min Cheol Chang   +2 more
doaj   +2 more sources

Accuracy and self-validation of automated bone age determination

Scientific Reports, 2022
The BoneXpert method for automated determination of bone age from hand X-rays was introduced in 2009 and is currently running in over 200 hospitals. The aim of this work is to present version 3 of the method and validate its accuracy and self-validation ...
D. D. Martin, A. Calder, M. Ranke, G. Binder, H. Thodberg   +4 more
semanticscholar   +1 more source

Autonomous artificial intelligence in pediatric radiology: the use and perception of BoneXpert for bone age assessment

Pediatric Radiology, 2022
The autonomous artificial intelligence (AI) system for bone age rating (BoneXpert) was designed to be used in clinical radiology practice as an AI-replace tool, replacing the radiologist completely.
H. H. Thodberg, Benjamin Thodberg, Joanna Ahlkvist, A. Offiah   +3 more
semanticscholar   +1 more source

Factors affecting prepubertal and pubertal bone age progression

Frontiers in Endocrinology, 2022
Bone age (BA) is a clinical marker of bone maturation which indicates the developmental stage of endochondral ossification at the epiphysis and the growth plate.
Mari Satoh, Yukihiro Hasegawa
doaj   +1 more source

Comparison of bone age assessments by Gruelich-Pyle, Gilsanz-Ratib, and Tanner Whitehouse methods in healthy Indian children

Indian Journal of Endocrinology and Metabolism, 2021
Background: There are several methods of bone age (BA) assessment, which include Gruelich-Pyle (GP), Gilsanz-Ratib (GR), and Tanner Whitehouse-3 (TW-3) methods.
Nikhil Shah, Vaman Khadilkar, Nikhil Lohiya, Hemchand K Prasad, Prashant Patil, Ketan Gondhalekar, Anuradha Khadilkar   +6 more
doaj   +1 more source

Evaluation of Bone Age in Children: A Mini-Review

Frontiers in Pediatrics, 2021
Bone age represents a common index utilized in pediatric radiology and endocrinology departments worldwide for the definition of skeletal maturity for medical and non-medical purpose.
F. Cavallo, A. Mohn, F. Chiarelli, C. Giannini   +3 more
semanticscholar   +1 more source