Traditional and New Methods of Bone Age Assessment-An Overview

被引:42
作者
Prokop-Piotrkowska, Monika [1 ]
Marszalek-Dziuba, Kamila [1 ]
Moszczynska, Elzbieta [1 ]
Szalecki, Mieczyslaw [2 ]
Jurkiewicz, Elzbieta [3 ]
机构
[1] Childrens Mem Hlth Inst, Dept Endocrinol & Diabetol, Warsaw, Poland
[2] Jan Kochanowski Univ, Coll Med, Kielce, Poland
[3] Childrens Mem Hlth Inst, Dept Diagnost Imaging, Warsaw, Poland
关键词
Maturation; children; radiographs; deep learning; neural networks; SKELETAL AGE; AUTOMATED-DETERMINATION; REFERENCE VALUES; OBESE CHILDREN; YOUNG-CHILDREN; GREULICH-PYLE; HAND; SYSTEM; TANNER; MATURATION;
D O I
10.4274/jcrpe.galenos.2020.2020.0091
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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 hand and wrist radiograph and its analysis with Greulich-Pyle or Tanner-Whitehouse atlases, although it has been about 60 years since they were published. Due to the progress in the area of Computer-Aided Diagnosis and application of artificial intelligence in medicine, lately, numerous programs for automatic bone age assessment have been created. Most of them have been verified in clinical studies in comparison to traditional methods, showing good precision while eliminating inter- and intra-rater variability and significantly reducing the time of assessment. Additionally, there are available methods for assessment of bone age which avoid X-ray exposure, using modalities such as ultrasound or magnetic resonance imaging.
引用
收藏
页码:251 / 262
页数:12
相关论文
共 111 条
[1]  
Adler BH, 2005, PEDIATR RADIOL, V35, P1035
[2]   Is the Greulich and Pyle atlas applicable to all ethnicities? A systematic review and meta-analysis [J].
Alshamrani, Khalaf ;
Messina, Fabrizio ;
Offiah, Amaka C. .
EUROPEAN RADIOLOGY, 2019, 29 (06) :2910-2923
[3]   Automated determination of bone age and bone mineral density in patients with juvenile idiopathic arthritis: a feasibility study [J].
Anink, Janneke ;
Nusman, Charlotte M. ;
van Suijlekom-Smit, Lisette W. A. ;
van Rijn, Rick R. ;
Maas, Mario ;
van Rossum, Marion A. J. .
ARTHRITIS RESEARCH & THERAPY, 2014, 16 (04)
[4]  
[Anonymous], 2001, GOVT OPPOSITION
[5]  
[Anonymous], 1898, SKIAGRAPHIC ATLAS SH
[6]   Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network [J].
Anthimopoulos, Marios ;
Christodoulidis, Stergios ;
Ebner, Lukas ;
Christe, Andreas ;
Mougiakakou, Stavroula .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2016, 35 (05) :1207-1216
[7]   Bone age determination in eutrophic, overweight and obese Brazilian children and adolescents: a comparison between computerized BoneXpert and Greulich-Pyle methods [J].
Artiolil, Thiago O. ;
Alvares, Matheus A. ;
Carvalho Macedo, Vanessa S. ;
Silva, Tatiane S. ;
Avritchir, Roberto ;
Kochi, Cristiane ;
Longui, Carlos A. .
PEDIATRIC RADIOLOGY, 2019, 49 (09) :1185-1191
[8]   SKELETAL MATURITY IN BELGIAN YOUTHS ASSESSED BY THE TANNER-WHITEHOUSE METHOD (TW2) [J].
BEUNEN, G ;
LEFEVRE, J ;
OSTYN, M ;
RENSON, R ;
SIMONS, J ;
VANGERVEN, D .
ANNALS OF HUMAN BIOLOGY, 1990, 17 (05) :355-376
[9]   Accuracy of skeletal age assessment in children from birth to 6 years of age with the ultrasonographic version of the Greulich-Pyle atlas [J].
Bilgili, Y ;
Hizel, S ;
Kara, SA ;
Sanli, G ;
Erdal, HH ;
Altinok, D .
JOURNAL OF ULTRASOUND IN MEDICINE, 2003, 22 (07) :683-690
[10]   Differences in the risser grading systems in the United States and France [J].
Bitan, FD ;
Veliskakis, KP ;
Campbell, BC .
CLINICAL ORTHOPAEDICS AND RELATED RESEARCH, 2005, (436) :190-195