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An Automated TW3-RUS Bone Age Assessment Method with Ordinal Regression-Based Determination of Skeletal Maturity
The assessment of bone age is important for evaluating child development, optimizing the treatment for endocrine diseases, etc. And the well-known...
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Preliminary study on genetic factors related to Demirjian’s tooth age estimation method based on genome-wide association analysis
The age determination of individuals, especially minors, is critical in forensic research. In forensic practice, dental age estimation is one of the...
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Association between Resting Heart Rate and Machine Learning-Based Brain Age in Middle- and Older-Age
BackgroundResting heart rate (RHR), has been related to increased risk of dementia, but the relationship between RHR and brain age is unclear.
...
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Deep learning-based age estimation from chest CT scans
PurposeMedical imaging can be used to estimate a patient’s biological age, which may provide complementary information to clinicians compared to...
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Increased MRI-based Brain Age in chronic migraine patients
IntroductionNeuroimaging has revealed that migraine is linked to alterations in both the structure and function of the brain. However, the...
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Automated bone age assessment from knee joint by integrating deep learning and MRI-based radiomics
Bone age assessment (BAA) is a crucial task in clinical, forensic, and athletic fields. Since traditional age estimation methods are suffered from...
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Validation of a post-mortem computed tomography method for age estimation based on the 4th rib in a French population
Age estimation is a key factor for identification procedure in forensic context. Based on anthropological findings, degenerative changes of the...
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Age estimation based on computed tomography exploration: a combined method
Despite an extensive number of existing methods, age estimation of human remains is still an unsolved matter in the field of forensic anthropology,...
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Machine learning for accurate estimation of fetal gestational age based on ultrasound images
Accurate estimation of gestational age is an essential component of good obstetric care and informs clinical decision-making throughout pregnancy. As...
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Radiological age assessment based on clavicle ossification in CT: enhanced accuracy through deep learning
BackgroundRadiological age assessment using reference studies is inherently limited in accuracy due to a finite number of assignable skeletal...
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A miRNA-based epigenetic molecular clock for biological skin-age prediction
Skin aging is one of the visible characteristics of the aging process in humans. In recent years, different biological clocks have been generated...
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Association between BMI trajectories in late-middle age and subsequent dementia risk in older age: a 26-year population-based cohort study
BackgroundThe association between body mass index (BMI) and dementia risk differs depending on follow-up time and age at BMI measurement. The...
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Use of third molar eruption based on Gambier’s criteria in assessing dental age
The biological aspects of determining the dental age of subadults represent an important interdisciplinary scientific link with applications in...
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Deep learning enables automatic adult age estimation based on CT reconstruction images of the costal cartilage
ObjectiveAdult age estimation (AAE) is a challenging task. Deep learning (DL) could be a supportive tool. This study aimed to develop DL models for...
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Age-related changes in the healthy adult visual pathway: evidence from diffusion tensor imaging with fixel-based analysis
Background and purposeFixel-based analysis (FBA) is a new method that overcomes the technical limitations of diffusion tensor imaging (DTI) by...
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The AccelerAge framework: a new statistical approach to predict biological age based on time-to-event data
Aging is a multifaceted and intricate physiological process characterized by a gradual decline in functional capacity, leading to increased...
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Developmental prediction modeling based on diffusion tensor imaging uncovering age-dependent heterogeneity in early childhood autistic brain
ObjectiveThere has been increasing evidence for atypical white matter (WM) microstructure in autistic people, but findings have been divergent. The...
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Age prediction in sub-adults based on MRI segmentation of 3rd molar tissue volumes
PurposeOur aim was to investigate tissue volumes measured by MRI segmentation of the entire 3rd molar for prediction of a sub-adult being older than...
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Online software Boneureka assessing bone age based on metacarpal length in healthy children: proof-of-concept study
BackgroundBone age in children is mainly assessed using the Greulich and Pyle (GP) atlas, a validated method with limited interobserver accuracy....
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Age estimation from iliac auricular surface using Bayesian inference and principal component analysis: a CT-based study in an Indian population
Age estimation constitutes one of the pillars of human identification. The auricular surface of the ilium presents as a durable and robust structure...
