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Regression Convolutional Neural Network for Automated Pediatric Bone Age Assessment From Hand Radiograph

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References

2002Assessment of skeletal maturity and prediction of adult height (TW3 method).474 cited
2009The BoneXpert Method for Automated Determination of Skeletal Maturity438 cited
2016Deep learning for automated skeletal bone age assessment in X-ray images434 cited
2007Bone age assessment of children using a digital hand atlas214 cited
2001Computer-assisted bone age assessment: image preprocessing and epiphyseal/metaphyseal ROI extraction209 cited
2018Paediatric Bone Age Assessment Using Deep Convolutional Neural Networks195 cited
1994Reproducibility of bone ages when performed by radiology registrars: an audit of Tanner and Whitehouse II versus Greulich and Pyle methods169 cited

Cited by

2021Age-group determination of living individuals using first molar images based on artificial intelligence99 cited
2020Traditional and New Methods of Bone Age Assessment-An Overview81 cited
2020An Ensemble-Based Densely-Connected Deep Learning System for Assessment of Skeletal Maturity74 cited
2020Mimicking the radiologists’ workflow: Estimating pediatric hand bone age with stacked deep neural networks54 cited
2021Attention-Guided Discriminative Region Localization and Label Distribution Learning for Bone Age Assessment51 cited
2021Fully Automatic Model Based on SE-ResNet for Bone Age Assessment50 cited

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2019

Age Assessment of Youth and Young Adults Using Magnetic Resonance Imaging of the Knee: A Deep Learning Approach

42 cited

2020Self-Supervised Attention Mechanism for Pediatric Bone Age Assessment With Efficient Weak Annotation31 cited

2021Faster Region-Convolutional Neural network oriented feature learning with optimal trained Recurrent Neural Network for bone age assessment for pediatrics28 cited

2022RAGCN: Region Aggregation Graph Convolutional Network for Bone Age Assessment From X-Ray Images27 cited

2023Bone age assessment based on deep neural networks with annotation-free cascaded critical bone region extraction27 cited

2019Extract Bone Parts Without Human Prior: End-to-end Convolutional Neural Network for Pediatric Bone Age Assessment26 cited

2021Intelligent Bone Age Assessment: An Automated System to Detect a Bone Growth Problem Using Convolutional Neural Networks with Attention Mechanism26 cited

2019Skeletal bone age assessments for young children based on regression convolutional neural networks25 cited

2022A comparative study of three bone age assessment methods on Chinese preschool-aged children24 cited

2020Evaluation of the clinical efficacy of a TW3-based fully automated bone age assessment system using deep neural networks22 cited