Mid-Parental Height
Uses parent heights to estimate a target-height range. It is a simple first-pass summary of family height genetics.
Model card
How does the AI work?
This page explains the calculation and AI layers inside Çocuk Gelişim in plain language. The platform provides decision support; it is not diagnosis, treatment or emergency triage.
Methods we use
Khamis-Roche
Combines age, sex, height, weight and parent heights. It is one adult-height method that does not require bone age.
Bayley-Pinneau
Uses bone age as an input. Hand-wrist X-ray interpretation belongs in clinical context and is not a standalone diagnosis.
Neyzi + Ensemble
Uses the Neyzi 2008 Turkish reference and agreement across methods to produce a confidence label.
Bone-Age AI
Provides an assistive signal from hand-wrist X-rays. It does not replace a radiology report or clinician judgment.
Limits and safety rules
Outputs are probabilistic and never guarantee final adult height.
Measurement error, missing parent heights, rapid weight change or chronic disease can distort predictions.
Precocious puberty, delayed puberty, falling growth velocity or eating-disorder concern requires clinician assessment.
Sport readiness scores should not be used alone for talent selection; injury risk, training history and clinical context matter.
Data and privacy
Personal profiles, child measurements and reports stay in authenticated areas. Federation and annual reports apply a k >= 10 anonymity gate before showing aggregate groups.
Clinical governance
The platform keeps scientific-board oversight and clinical warnings visible. Model outputs only make sense alongside clinician assessment, history, examination, labs and imaging.
How to read a result
Interpret the interval, warnings and agreement between methods together instead of treating one number as certain. Contact a pediatric clinician when growth slows unexpectedly, puberty timing looks unusual or chronic disease symptoms are present.