AML Parsimonious Risk Predictor
16-feature ensemble · RSF + GBM + DeepSurv · Parsimonious model
Patient data entry
Demographics
Sex
Female
Male
Age at diagnosis (years)
Clinical & Laboratory
WBC (×10⁹/L)
Haemoglobin (g/dL)
Platelet count (×10⁹/L)
LDH (U/L)
BM blasts (%)
PB blasts (%)
Cytogenetics
Monosomal karyotype
inv(16) / t(16;16)
Monosomy 7
Complex karyotype
Molecular Genetics
SRSF2
CEBPA biallelic
TP53
NPM1
FLT3-ITD positive
Predict Risk
Risk assessment