Create streamlit ML application to predict whether a patient has CKD.
- https://archive.ics.uci.edu/ml/datasets/chronic_kidney_disease#
- https://pubmed.ncbi.nlm.nih.gov/28592280/
- https://www.kidney.org/atoz/content/what_anemia_ckd#:~:text=When%20you%20have%20kidney%20disease,can%20no%20longer%20make%20EPO.
- https://www.seminarsinnephrology.org/article/S0270-9295(08)00166-6/pdf
- https://www.cdc.gov/kidneydisease/publications-resources/ckd-national-facts.html#:~:text=CKD%20by%20Age%2C%20Sex%2C%20and,According%20to%20current%20estimates%3A&text=CKD%20is%20more%20common%20in,%25)%20than%20men%20(12%25).
- https://www.mayoclinic.org/diseases-conditions/anemia/diagnosis-treatment/drc-20351366
- https://pubmed.ncbi.nlm.nih.gov/32635265/
- https://www.kidneyfund.org/living-kidney-disease/health-problems-caused-kidney-disease/high-potassium-hyperkalemia-causes-prevention-and-treatment
- https://www.jahjournal.org/article.asp?issn=1658-5127;year=2019;volume=10;issue=2;spage=61;epage=66;aulast=Shastry
- age - age
- bp - blood pressure
- sg - specific gravity
- al - albumin
- su - sugar
- rbc - red blood cells
- pc - pus cell
- pcc - pus cell clumps
- ba - bacteria
- bgr - blood glucose random
- bu - blood urea
- sc - serum creatinine
- sod - sodium
- pot - potassium
- hemo - hemoglobin
- pcv - packed cell volume
- wc - white blood cell count
- rc - red blood cell count
- htn - hypertension
- dm - diabetes mellitus
- cad - coronary artery disease
- appet - appetite
- pe - pedal edema
- ane - anemia
- classification - ckd or not