Feature Set Pre-DSM Post-DSM

Age (years)

BMI

NEUT (×10⁹/L)

LYM (×10⁹/L)

LYM% %

HGB (g/L)

PLT (×10⁹/L)

CREA (μmol/L)

ALB (g/L)

TBIL (μmol/L)

INR

AFP (ng/mL)

Tumor Number 1 2~3 ≥4

Σ Tumor Diameters (cm)

Maximum Tumor Diameters (cm)

Macrovascular Invasion No Yes

Grade Poorly differentiated Moderately differentiated Well-differentiated

Lymphatic Metastasis No No.12 lymph node metastasis other lymph node metastasis

Tumor Necrosis No Yes

Tumor Capsule No Yes

MVI M0 M1 M2

Glisson Capsule Invasion No Capsular infiltration w/o penetration Extracapsular penetration

Nerve Invasion No Yes

Risk Factor

Prediction

TPR

FPR