diabetes: Diabetes study in Bangladesh

Description

This dataset contains reports of diabetes symptoms from 520 individuals, encompassing symptoms potentially associated with the condition. It was compiled through a questionnaire aimed at recently diagnosed diabetics or individuals displaying one or more symptoms. Data collection took place via direct questionnaire at Sylhet Diabetes Hospital in Bangladesh.

Usage

diabetes

Arguments

Format

age: Age of the patient in years
gender: Gender of the patient (Male, Female)
polyuria: Presence of polyuria (excessive urination) (Yes, No)
polydipsia: Presence of polydipsia (excessive thirst) (Yes, No)
sudden_weight_loss: Presence of sudden weight loss (Yes, No)
weakness: Presence of weakness (Yes, No)
polyphagia: Presence of polyphagia (excessive hunger) (Yes, No)
genital_thrush: Presence of genital thrush (Yes, No)
visual_blurring: Presence of visual blurring (Yes, No)
itching: Presence of itching (Yes, No)
irritability: Presence of irritability (Yes, No)
delayed_healing: Presence of delayed healing (Yes, No)
partial_paresis: Presence of partial paresis (Yes, No)
muscle_stiffness: Presence of muscle stiffness (Yes, No)
alopecia: Presence of alopecia (Yes, No)
obesity: Presence of obesity (Yes, No)
class: Diagnosis class (1 if presence of diabetes, 0 otherwise)

References

Islam, M. M. F., et al. "Likelihood prediction of diabetes at early stage using data mining techniques", Computer vision and machine intelligence in medical image analysis, (2020).