Abstract:
Hospice (Hospital Management System): A web app where Hospital staff can
login and manage whole Hospital. In this Hospital management system we are going
to fit an Machine Learning Model which will output as Expected date of patient
discharge, discharge probability,Expected Medical Bill, Expected Laboratory Bill
and Total Bill based on their data. This will help Hospital to regulate their bed
schedulling and generate revenue for Hospital.
The aim of the proposed system is to predict the Discharge date of the patient and
their billing information.This project is focused mainly on predicting Discharge date
and billing info of patient based on their diseases. It will be implemented using Machine
Learning techniques to predict the discharge date and billing info.An approach
model to predict the Disease area by using Classification algorithm.The algorithm
takes an input as previous disease,bllod group etc.we use RandomForestClassifier
Algorithm.
Keywords: Django,html,css,bootstrap,js,python,machine Learning,Hospice database,dummy
dataset,svm algorithm,Random Forest algorithm.
