| diabetes {idarps} | R Documentation |
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
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)
Source
https://link.springer.com/chapter/10.1007/978-981-13-8798-2_12
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).