My Blood Cell Report

About

Native iOS mobile application developed to evaluate the impact of dieseases on blood cells using symptoms as input in addition providing information on about variuos symptoms that may occur blood cells dysfunction.

How it works

The application accepts input in the form of text and predict which blood cell migh have affected.

Documentations on iOS Application

The iOS applicatiopn is built using swift programming language and StoryboardUI

Function	Description	Link to blog	Output Gif
performSegue()	Used in trnasfering the predicted output from one view controller to other	Link to Documentation
Changing the name using refactoring	Changing the name of the view controller	Link to Documentation
UIAlertController(title: ,message: ) & AddAction()	Gving an alert when the user presses predict button with empty symptoms	Link to Documentation
Connect Github+Xcode	For continues integration and updating code on GitHub repository	Link to Documentation

Documentation on model

Text Classification Model

1. Rule Based Text Classification model
2. Machine learning based Text Classification Model
3. Hybrid Text Classification Model

Blood Cells classification and its associated symptoms

Disoarder	Problem	Affected blood cell and type
Thermbocythemia	Elevated platelet count	Platelets (Thermbocyte)
Thermbocytopenia	Low platelet count	Platelets (Thermbocyte)
Thermbocytosis	platelets releasing its components	Platelets (Thermbocyte)
Neutrophilia	Elevated neutrophil count	Nutrophils
Neutropenia	Low nutrophil count	Nutrophils
Nutrphil activation syndrome	Nutrophil releasing its components	Neutrophils

License

This repository is released under MIT License. Link

Info

Supervisor Professor : Dr. Rüdiger Buchkremer

Developed by : Akshay Datta Devkate

Institute Name : FOM university of applied sciences, Essen, Germany.