jimgitonga / node-js-expert-system-diabetes

Expert System Diabetes Using Node.js

node-js-expert-system-diabetes

Expert System Diabetes Using Node.js This expert system is develeoped using node.js and module used is Rools. Rools is a rule engine library that can be used for expert system

Module used = Rools -> https://www.npmjs.com/package/rools

See complete documentation here: https://docs.google.com/document/d/1S0MOIo2WxfIlw1Bqwukt8xEGVtnWrpmK7xbBnCelRPQ/edit?usp=sharing

How to start

1. npm install
2. npm start
3. access localhost:1996

This expert system is built for detecting Diabetes based on these 4 aspects

1. Symtoms -> there are 10 symptoms and 2 medical tests.
2. Checking wheter parents have diabetic history
3. Medical Test Fasting , here we cal it 'FPG'
4. Medical fasting Two Hour After Fasting, here we call it GTHAE

Explanation of each aspects

1. Symptoms
   • always feeling thirsty
   • Urination, especially during the night
   • Often feeling hunger
   • Weight loss with no reason
   • Loss of muscle mass
   • There is Keton in urine
   • Weak --> lemas(indonesian)
   • Problem with sight Pandangan kabur.
   • scars take long time to heal
   • often get infected. For example in gusi, kulit, vagina, atau saluran kemih.

According to the resource, A person can be identified as having diabetic if has >= 2 symptoms

2. Diabetic parent According to the reasearch, if a person has parent with diabetic it can give more probability of having diabetic.

3. Fasting after 8 hours

• This test is kind of medical test that is done after fasting for 8 hours.

• This fasting is only FOR NOT EATING food or drink something containing energy or sugar

• Drink pure water is allowed

• According this medical test here are the criteria

  • Kadar gula darah normal: di bawah 100 mg/dL
  • Pradiabetes: 100-125 mg/dL
  • Diabetes di atas 125 mg/dL

4. gtwo hour

• a test that is taken 2 hours after the last eating.
• According this medical test here are the critera
  • Kadar gula darah normal: di bawah 140 mg/dL
  • Pradiabetes: 140-199 mg/dL
  • Diabetes: lebih dari 200 mg/ dL

Calculation

• For calculation purposes (to get the precentage)
• Each aspects has maximum score of 25

This expert system is created based on these resources :

• https://www.alodokter.com/diabetes
• https://hellosehat.com/pusat-kesehatan/diabetes-kencing-manis/serba-serbi-pemeriksaan-diabetes-di-rumah/
• https://www.id.wikihow.com/Mengetahui-Apakah-Anda-Menderita-Diabetes
• https://www.webmd.com/diabetes/how-sugar-affects-diabetes#1
• https://www.webmd.com/diabetes/diagnosing-type-2-diabetes#1 https://www.cdc.gov/media/presskits/aahd/diabetes.pdf