Skeletal Bone Age Assessment Based on Deep Convolutional Neural Networks

[1]  Marios Anthimopoulos,et al.  Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network , 2016, IEEE Transactions on Medical Imaging.

[2]  Ronald M. Summers,et al.  Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique , 2016 .

[3]  Simone Palazzo,et al.  Deep learning for automated skeletal bone age assessment in X‐ray images , 2017, Medical Image Anal..

[4]  C. Bonawitz.  Practical Pediatric Imaging: Diagnostic Radiology of Infants and Children, 3rd ed., D.R. Kirks (Ed.). Lippincott-Raven, New York, NY (1997) , 1999 .

[5]  Donald R. Kirks,et al.  Practical pediatric imaging: Diagnostic radiology of infants and children , 1984 .

[6]  Cree M. Gaskin,et al.  Skeletal Development of the Hand and Wrist: A Radiographic Atlas and Digital Bone Age Companion , 2011 .

[7]  Sansanee Auephanwiriyakul,et al.  Bone Age Assessment in Young Children Using Automatic Carpal Bone Feature Extraction and Support Vector Regression , 2011, Journal of Digital Imaging.

[8]  K. Khan,et al.  Bone Growth Estimation Using Radiology (Greulich–Pyle and Tanner–Whitehouse Methods) , 2012 .

[9]  A. Poznanski,et al.  Assessment of Skeletal Maturity and Prediction of Adult Height (TW2 Method) , 1977 .

[10]  Sven Kreiborg,et al.  The BoneXpert Method for Automated Determination of Skeletal Maturity , 2009, IEEE Transactions on Medical Imaging.

[11]  Geoffrey E. Hinton,et al.  Deep Learning , 2015, Nature.

[12]  Krzysztof Krawiec,et al.  Segmenting Retinal Blood Vessels With Deep Neural Networks , 2016, IEEE Transactions on Medical Imaging.

[13]  Aifeng Zhang,et al.  Automatic bone age assessment for young children from newborn to 7-year-old using carpal bones , 2007, Comput. Medical Imaging Graph..

[14]  W. Greulich,et al.  Radiographic Atlas of Skeletal Development of the Hand and Wrist , 1999 .

[15]  Jenny Lee,et al.  Fully Automated Deep Learning System for Bone Age Assessment , 2017, Journal of Digital Imaging.

[16]  Andrew Zisserman,et al.  Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.

[17]  Jinwoo Seok,et al.  Automated classification system for Bone Age X-ray images , 2012, 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC).