Research Tool · ML-Based Screening

MASLD Risk
Calculator

Estimates individual MASLD risk using a validated MLP Neural Network model trained on UK Biobank and externally validated in NHANES — no laboratory tests required.

35,548Training n (UKB)
5,900Validation n (NHANES)
5Input Variables
📏
Anthropometric Measurements
yr
cm
kg
cm
cm
🧮
Derived Anthropometric Indices
WHtR
ABSI
RFM
BMI
WHR

Highlighted indices (WHtR, ABSI, RFM) are model inputs. BMI and WHR shown for reference only.

⚠ Please fill in all fields before calculating.
0%Low riskThreshold 36.7%High risk100%
Model details: MLP Neural Network · Hidden layer: 50 neurons · Activation: tanh (hidden), logistic (output) · Optimal threshold: 0.367 (Youden's J) · Features: age, height, WHtR, ABSI, RFM ·
Disclaimer: This tool is intended for research and educational purposes only. It does not constitute medical advice, diagnosis, or treatment. Clinical decisions should be made by qualified healthcare professionals based on comprehensive evaluation.