JAPANESE

予測データ研究

Forecast Data
Forecast Data 01
Predicting low muscle mass in dialysis patients
Sarcopenia, characterized by loss of skeletal muscle mass and function, is a severe problem in hemodialysis patients. However, easy screening at the bedside for such patients is challenging. This bedside prediction model can show the existence of low muscle mass.
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・This prediction mdel is based on Senzaki et al. Nephron.
・Our model exhibited AUCs of 0.81 in the development group and 0.73 in the validation group.
Height, cm
Sex
Primary cause of end-stage renal dis-ease
Grip strength (Right), kg
If measured only one side, enter the same value for both sides.
Grip strength (Left), kg
If measured only one side, enter the same value for both sides.
Dry weight, kg
Dialysis water removal in a session, L
Enter the amount of water removed during the first dialysis of the week.
Diastolic blood pressure at start of session, mmHg
Enter the starting blood pressure at the first dialysis of the week.
pre-dialysis serum potassium, mEq/L
Enter the value closest to the date of the dialysis session on the baseline.
pre-dialysis serum albumin, g/dL
Enter the value closest to the date of the dialysis session on the baseline.