Blood reports plays an important role in the human life. because blood reports can be
widely used for diagnosing so many abnormalities in the human body.Tumors, Cancers,
Heart failure, Fractures, another diseases and conditions ; are some of them. Besides
identifying those areas doctors use blood reports to identify the side effects that
are occur due to many abnormal conditions that interfering with normal functioning of
a human body. So within my research part I decided to build an accurate web based
system to detect the side effects of a glioma brain tumor. According to the latest
estimates from the WHO ; Each year in the United States, about 23890 malignant tumors
of the brain (13,590 in males and 10300 in females) will be diagnosed. About 18,020
people (10,190 males and 7830 in females) will die from brain tumors. people have to
seek care in a hospital due to brain tumors.According to these information a huge
number of people are suffering and dead because of the brain tumors. Even somehow they
are cured ; most of them will have to suffer with side effects occurred due to the
brain tumors. Some times the patient doesn’t sense any pain due to the brain tumor
but, most of the patients have to suffer with the side effects. And some times even
the death also can be happen to the patients due to a side effects diseas.So now you
can see that when you observe a glioma brain tumor; exactly you have to observe the
side effects as well. The appropriate treatments (like Radiotherapy, vaccines and
surgeries ) could prevent many of the deaths from these tumors and other diseases. The
process of identifying the side effects of a brain tumor is to take the blood reports
of the patient and observe the facts in those reports. And then after a period of time
the doctors get a prediction of the side effects and then they start the necessary
treatments to them as soon as possible.
*Research Problem
Now a days the you can see the number of patients in a hospital of Sri Lankan society
is gradually getting increase. Not only in Sri Lanka this problem has became a world
wide crisis now. This has happen mainly because of the bad life style of the people
Of course the science and technology has became to it’s peek point but no one has being
able to find a good solution to get rid of from the above mentioned problem. As the
problem became a crysis like that each country has to this twice about the well being
of their health. So when you start to think about the well being of health in a society,
you have to give a huge priority to the medical field in a country. When we talk about
the world wide medical field western countries are using more advanced technological
treatments for various sicknesses and methods to identify the diseases. But some of the
south eastern countries like Srilanka, Bangladesh, Pakistan are still not in their peek
of the technologies in medical treatments and identifying methods of the diseases.
When it comes to the teratements and identifying methods of the diseases before the treatments,
the doctors need to identify the diseases of their patients. So identification of a disease
is a very important task in the medical field. If you get a wrong identification, the life of
a patient could be in a dangerous situation. To identify the diseases, there exists much more
methods in the medical field. Identifying the diseases through various kinds of blood reports,
through various kinds of scans, through testing the samples of the human body are among them.
So within our research area we have decided to give the main priority to the blood reports.
Because blood reports are the easiest way of identifying the diseases in the human body.
And also the accuracy level of identifying the diseases through blood reports are in a good
condition. So we have decided to do this research part using the full blood count reports of
the patients.Blood reports have a huge priority when diagnosing the diseases of any kind of ptient.
Because blood reports can be widely used for diagnosing so many abnormalities in the human body.
Tumors, Cancers, Allergies, Fractures, another diseases and conditions are some of them. And the
doctors use blood reports to identify the side effect diseases of brain tumors. But, at global level
according to the latest estimates from the WHO .Each year in the United States, about 23890 malignant
tumors of the brain (13,590 in males and 10300 in females) will be diagnosed. About 18,020
people (10,190 males and 7830 in females) will die from brain tumors. People have to seek care in
a hospital due to brain tumors .According to these information a huge number of people are suffering
and commit to death because of the brain tumors. The appropriate treatment (like Radiotherapy, vaccines
and surgeries) could prevent many of these deaths.
And when we consider about the life threats due to the brain tumors it does not ends even the tumor has cured.
Still the doctors have to consider about the side effect diseases that are caused due to the tumor. So untill
the doctors start the treatments to those side effects the threats are still exists with the patients.
The process of identifying the side effects of a brain tumor is to take the blood reports of the patient
and observe the facts in those reports. And then after a period of time the doctors get a prediction of
the side effects and then they start the necessary treatments to them.
• In computer-aided systems, there are no web viewers which are classifying and detecting the side effect diseases of a brain tumor.
• If the doctor has to leave from the hospital, then it will be very hard to diagnose for a very sick person.
• Identifying the side effects gets more time.
• Identification of the side effects are not in a good accuracy level. These are the problems addressed in our research
*Research Objectives
Main Objective
• To identify the side effect diseases more accurately.
• Develop a web based system to detect the side effect diseases easily with user friendly interface.
Specific Objectives
• To minimize the risks from the side effect disease to the life of a patient.
• Make the identification processes more fast.
• Make the necessary treatments processes for the diseases quick.
• Minimize the death rate of brain tumor patients.
• Make the system for use of the clinical services in the future.
*libraries
Image Processing
from flask import Flask,render_template,request
from werkzeug.utils import secure_filename
import cv2
from PIL import Image
import pytesseract
import os
import re
import joblib
Machine learning
import pandas as pd
*How to run the project.
First copy the location of "app.py" python file. Now open the anaconda Prompt (anaconda3) and change the directory to that copied location. now run the file app.py.
After running the app.py file you will get a url. Copy that url in google chrome and run it. Now Fill the form and Press result button.
