CTRCD / models /optimized_features_final.json
kardokh's picture
Upload 37 files
52d6a0f verified
Raw History Blame Contribute Delete
1.66 kB
[
"heart_rate",
"age",
"weight",
"height",
"heart_rhythm",
"LVEF",
"PWT",
"LAd",
"LVDd",
"LVSd",
"AC",
"antiHER2",
"HTA",
"DL",
"DM",
"smoker",
"exsmoker",
"ACprev",
"antiHER2prev",
"RTprev",
"CIprev",
"ICMprev",
"ARRprev",
"VALVprev",
"cxvalv",
"BMI",
"BMI_underweight",
"BMI_normal",
"BMI_overweight",
"BMI_obese",
"BSA",
"RWT",
"LV_mass_approx",
"LVMI",
"Fractional_Shortening",
"LA_volume_approx",
"LAVi",
"LV_hypertrophy",
"LA_enlargement",
"LV_dilation",
"LVEF_reduced",
"LVEF_midrange",
"LVEF_preserved",
"LVEF_margin",
"systolic_dysfunction_risk",
"age_group_young",
"age_group_middle",
"age_group_elderly",
"age_LVEF_interaction",
"age_adjusted_LVEF",
"treatment_AC_only",
"treatment_antiHER2_only",
"treatment_combination",
"treatment_none",
"cumulative_cardiotoxic_treatment",
"retreatment_AC",
"retreatment_antiHER2",
"any_retreatment",
"prior_treatment_count",
"CV_risk_score",
"CV_risk_low",
"CV_risk_moderate",
"CV_risk_high",
"CV_risk_very_high",
"n_CV_risk_factors",
"metabolic_syndrome_risk",
"n_previous_cardiac_events",
"any_cardiac_history",
"age_x_AC",
"age_x_antiHER2",
"LVEF_x_AC",
"LVEF_x_antiHER2",
"BMI_x_combination",
"risk_x_treatment",
"age_x_HTA",
"age_x_DM",
"LVEF_x_HTA",
"LVEF_x_n_risk_factors",
"age_squared",
"age_cubed",
"LVEF_squared",
"LVEF_cubed",
"heart_rate_squared",
"heart_rate_cubed",
"LVDd_to_BSA",
"LAd_to_LVDd",
"LVSd_to_LVDd",
"weight_to_height"
]