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Age Assessment of Youth and Young Adults Using Magnetic Resonance Imaging of the Knee: A Deep Learning Approach
16 references·14 citing·32 second hop
Age Assessment of Youth and Young Adults Using Magnetic Resonance Imaging of the Knee: A Deep Learning Approach (2019)Age Assessment of Youth and Young Adults …Bone age assessment with various machine learning techniques: A systematic literature review and meta-analysis (2019)Bone age assessment with vari…Regression Convolutional Neural Network for Automated Pediatric Bone Age Assessment From Hand Radiograph (2018)Regression Convolutional Neur…Fully Automated Deep Learning System for Bone Age Assessment (2017)Fully Automated Deep Learning…Deep learning for automated skeletal bone age assessment in X-ray images (2016)Deep learning for automated s…Bone age: assessment methods and clinical applications (2015)Bone age: assessment methods …Forensic age estimation in living individuals using 3.0T MRI of the distal femur (2014)Forensic age estimation in li…Bone age assessment methods: A critical review (2013)Bone age assessment methods: …Magnetic resonance imaging of the sternal extremity of the clavicle in forensic age estimation: towards more sound age estimates (2012)Magnetic resonance imaging of…Age assessment of young asylum seekers (2011)Age assessment of young asylu…Age assessment by magnetic resonance imaging of the knee: A preliminary study (2011)Age assessment by magnetic re…The problem of aging human remains and living individuals: A review (2009)The problem of aging human re…Application of MRI of the wrist for age determination in international U-17 soccer competitions (2007)Application of MRI of the wri…Hand Bone Age: A Digital Atlas of Skeletal Maturity (2005)Hand Bone Age: A Digital Atla…Studies on the time frame for ossification of the medial clavicular epiphyseal cartilage in conventional radiography (2004)Studies on the time frame for…Bone age determination based on the study of the medial extremity of the clavicle (1998)Bone age determination based …RADIOGRAPHIC ATLAS OF SKELETAL DEVELOPMENT OF THE HAND AND WRIST (1959)RADIOGRAPHIC ATLAS OF SKELETA…Forensic Radiology: A robust approach to biological profile estimation from bone image analysis using deep learning (2025)Forensic Radiology: A robust …Bone Age Assessment Using Various Medical Imaging Techniques Enhanced by Artificial Intelligence (2025)Bone Age Assessment Using Var…Magnetic resonance imaging of the knee for chronological age estimation—a systematic review (2023)Magnetic resonance imaging of…Automated bone age assessment from knee joint by integrating deep learning and MRI-based radiomics (2023)Automated bone age assessment…Artificial Intelligence (AI)-Based Systems for Automatic Skeletal Maturity Assessment through Bone and Teeth Analysis: A Revolution in the Radiological Workflow? (2023)Artificial Intelligence (AI)-…Pediatric age estimation from radiographs of the knee using deep learning (2022)Pediatric age estimation from…Forensic age prediction and age classification for critical age thresholds via 3.0T magnetic resonance imaging of the knee in the Chinese Han population (2022)Forensic age prediction and a…Boosting algorithm improves the accuracy of juvenile forensic dental age estimation in southern China population (2022)Boosting algorithm improves t…Semi-automated technique to assess the developmental stage of mandibular third molars for age estimation (2021)Semi-automated technique to a…Forensic age estimation based on magnetic resonance imaging of the proximal humeral epiphysis in Chinese living individuals (2021)Forensic age estimation based…Expert Reliability in Legal Proceedings: “Eeny, Meeny, Miny, Moe, With Which Expert Should We Go?” (2020)Expert Reliability in Legal P…Estimation of age in unidentified patients via chest radiography using convolutional neural network regression (2020)Estimation of age in unidenti…Chronological Age Assessment in Young Individuals Using Bone Age Assessment Staging and Nonradiological Aspects: Machine Learning Multifactorial Approach (2020)Chronological Age Assessment …Age estimation based on magnetic resonance imaging of the ankle joint in a modern Chinese Han population (2020)Age estimation based on magne…The human skeleton in forensic medicine. I. (1955)The human skeleton in forensic medicine (1963)Virtual anthropology and forensic identification using multidetector CT (2013)A new system of dental age assessment. (1973)Standards for Data Collection from Human Skeletal Remains (1994)Accuracy of Cameriere, Haavikko, and Willems radiographic methods on age estimation on Bosnian–Herzegovian children age groups 6–13 (2010)Age estimation by pulp/tooth ratio in lower premolars by orthopantomography (2011)Dental age estimation using Demirjian and Willems methods: Cross sectional study on children from the Former Yugoslav Republic of Macedonia (2013)SKELETAL AGE CHANGES IN YOUNG AMERICAN MALES ANALYSED FROM THE STANDPOINT OF AGE IDENTIFICATION (1957)Epiphyseal union of the anterior iliac crest and medial clavicle in a modern multiracial sample of American males and females (1985)Third molar root development in relation to chronological age: a large sample sized retrospective study (2003)Enhanced possibilities to make statements on the ossification status of the medial clavicular epiphysis using an amplified staging scheme in evaluating thin-slice CT scans (2010)A review of the most commonly used dental age estimation techniques. (2001)Age estimation of unaccompanied minors (2006)The BoneXpert Method for Automated Determination of Skeletal Maturity (2009)Hand X-ray in pediatric endocrinology: Skeletal age assessment and beyond (2014)Age-group determination of living individuals using first molar images based on artificial intelligence (2021)Tables for predicting adult height from skeletal age: Revised for use with the greulich-pyle hand standards (1952)Assessment of Skeletal Maturity and Prediction of Adult Height (TW2 Method) (1976)Traditional and New Methods of Bone Age Assessment-An Overview (2020)Evaluation of Bone Age in Children: A Mini-Review (2021)Assessment of skeletal maturity and prediction of adult height (TW3 method). (2002)Paediatric Bone Age Assessment Using Deep Convolutional Neural Networks (2018)Deep Neural Networks for Chronological Age Estimation From OPG Images (2020)Biological maturation of youth athletes: assessment and implications (2015)Forensic age estimation in living subjects: the ethnic factor in wisdom tooth mineralization (2004)Age estimation in children by measurement of open apices in teeth (2005)Forensic age estimation in human skeletal remains: Current concepts and future directions (2009)Human age estimation combining third molar and skeletal development (2011)Forensic age estimation in living individuals: methodological considerations in the context of medico-legal practice (2015)Computerized Bone Age Estimation Using Deep Learning Based Program: Evaluation of the Accuracy and Efficiency (2017)Artificial Intelligence: The Ambiguous Labor Market Impact of Automating Prediction (2019)
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References

  • 1959RADIOGRAPHIC ATLAS OF SKELETAL DEVELOPMENT OF THE HAND AND WRIST5,603 cited
  • 2009The problem of aging human remains and living individuals: A review645 cited
  • 2017Fully Automated Deep Learning System for Bone Age Assessment452 cited
  • 2016Deep learning for automated skeletal bone age assessment in X-ray images434 cited
  • 2004Studies on the time frame for ossification of the medial clavicular epiphyseal cartilage in conventional radiography402 cited
  • 1998Bone age determination based on the study of the medial extremity of the clavicle249 cited
  • 2015Bone age: assessment methods and clinical applications205 cited
  • 2013Bone age assessment methods: A critical review178 cited
  • 2005Hand Bone Age: A Digital Atlas of Skeletal Maturity166 cited
  • 2011Age assessment by magnetic resonance imaging of the knee: A preliminary study165 cited
  • 2019Bone age assessment with various machine learning techniques: A systematic literature review and meta-analysis151 cited
  • 2007Application of MRI of the wrist for age determination in international U-17 soccer competitions137 cited
  • 2018Regression Convolutional Neural Network for Automated Pediatric Bone Age Assessment From Hand Radiograph134 cited
  • 2012Magnetic resonance imaging of the sternal extremity of the clavicle in forensic age estimation: towards more sound age estimates

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127 cited
  • 2014Forensic age estimation in living individuals using 3.0T MRI of the distal femur116 cited
  • 2011Age assessment of young asylum seekers111 cited
  • Cited by

    • 2020Estimation of age in unidentified patients via chest radiography using convolutional neural network regression31 cited
    • 2025Forensic Radiology: A robust approach to biological profile estimation from bone image analysis using deep learning27 cited
    • 2020Age estimation based on magnetic resonance imaging of the ankle joint in a modern Chinese Han population24 cited
    • 2022Boosting algorithm improves the accuracy of juvenile forensic dental age estimation in southern China population24 cited
    • 2023Automated bone age assessment from knee joint by integrating deep learning and MRI-based radiomics22 cited
    • 2025Bone Age Assessment Using Various Medical Imaging Techniques Enhanced by Artificial Intelligence20 cited
    • 2022Pediatric age estimation from radiographs of the knee using deep learning18 cited
    • 2023Magnetic resonance imaging of the knee for chronological age estimation—a systematic review16 cited
    • 2023Artificial Intelligence (AI)-Based Systems for Automatic Skeletal Maturity Assessment through Bone and Teeth Analysis: A Revolution in the Radiological Workflow?15 cited
    • 2021Semi-automated technique to assess the developmental stage of mandibular third molars for age estimation15 cited
    • 2021Forensic age estimation based on magnetic resonance imaging of the proximal humeral epiphysis in Chinese living individuals15 cited
    • 2020Chronological Age Assessment in Young Individuals Using Bone Age Assessment Staging and Nonradiological Aspects: Machine Learning Multifactorial Approach13 cited
    • 2022Forensic age prediction and age classification for critical age thresholds via 3.0T magnetic resonance imaging of the knee in the Chinese Han population12 cited
    • 2020Expert Reliability in Legal Proceedings: “Eeny, Meeny, Miny, Moe, With Which Expert Should We Go?”12 cited