8/3/2019 Machine Learning Approach for Identifing and Treating Disease

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1CMRIT,ISE DEPT

By:

Samarth Hande V (1cr08is041)

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Introduction

Existing System

Proposed System

Module Description

System Specification

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o Machine Learning is a scientific discipline concerned

 with design and development of algorithms that allow

computers to evolve behavior based on empirical data

from sensors or databases.

o Machine Learning is a tool used to integrate computer

based system to the health care field in order to get to

more efficient medical care.

o It is used in the medicine field for medical imaging,

decision support system, protein-protein interactions

etc.

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 A s the web expands each day searching the

 web for information becomes a tedious task

The disadvantages of the existing system

are:

a) Querying mechanism

b) Low relevancy to the user queryc) Low web coverage rate

d) Keyword exact matching

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Retrieval of Query using the existing system

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The problems faced by the current system

can be over come by using Machine

Learning.

There are 3 types of Machine Learning:

a) Semi structured Machine Learning

b) Semi supervised Machine Learningc) Using a small set of labeled documents

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Registration

Upload files

Machine Learning

Search engine

 Verify files

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o Registration-

In this module, 4 users doctors, patients, hospital staff 

and medical experts want to upload disease and

treatment information. For that they have to registerpersonal details and then upload information.

o Upload files-

In this module, the disease and treatment information

are uploaded to the database. These files are verysimple to access as each disease is recognized by a

unique id.

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o Machine Learning-In this module, the uploaded files are learnt by the

machine(computer). Using Machine Learning we canget the previous results of the treatment and hence we

can improve the performance.

o Search Engine-In this module, the search engine is used for retrieval of information like the world wide web. The information

retrieved can be pictures, web pages, text etc.

o Verify Files-In this module, the administrator verifies the uploaded

files and saves it in the database.

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Hardware Requirements

System : Pentium IV 2.4 GHz.Hard Disk : 40 GB.

Floppy Drive : 1.44 Mb.

Monitor : 15 VG A Colour.

Mouse : Logitech.Ram : 512 Mb.

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Software Requirements

Operating system : Windows XPCoding Language : A SP.Net with C#

Data Base : SQL Server 2005.

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