Documentation

Acute Lymphoblastic Leukemia Detection System For Oculus Rift

Welcome

Welcome to the Acute Lymphoblastic Leukemia Detection System For Oculus Rift official documentation.

 

Introduction

The Acute Lymphoblastic Leukemia Detection System For Oculus Rift Combines Oculus Rift's Virtual Reality technologies with a Deep Learning classifier to provide real-time classification of Acute Lymphoblastic Leukemia in peripheral blood samples within a Virtual Reality environment.

The classifier used in this project is the HIAS Acute Lymphoblastic Leukemia Classifier which is trained on the Acute Lymphoblastic Leukemia Image Database for Image Processing dataset. The classifier achieves 97% accuracy at detecting Acute Lymphoblastic Leukemia Lymphoblasts in images of peripheral blood samples.

 

DISCLAIMER

This project should be used for research purposes only. The purpose of the project is to show the potential of Artificial Intelligence and Virtual Reality for medical support systems such as diagnostic systems.

Although the model used is accurate and shows good results both on paper and in real world testing, it is trained on a small amount of data and needs to be trained on larger datasets to really evaluate it's accuracy.

Developers that have contributed to this repository have experience in using Artificial Intelligence for detecting certain types of cancer. They are not doctors, medical or cancer experts.

 

Installation

Use the following installation guide to set up the ALL Detection System for Oculus Rift:

 

Usage

Use the following usage guide to use the ALL Detection System for Oculus Rift:

 

Contributing

Asociación de Investigacion en Inteligencia Artificial Para la Leucemia Peter Moss encourages and welcomes code contributions, bug fixes and enhancements from the Github community.

Please read the CONTRIBUTING document for a full guide to forking our repositories and submitting your pull requests. You will also find our code of conduct in the Code of Conduct document.

Contributors

 

Versioning

We use SemVer for versioning.

 

License

This project is licensed under the MIT License - see the LICENSE file for details.

 

Bugs/Issues

We use the repo issues to track bugs and general requests related to using this project. See CONTRIBUTING for more info on how to submit bugs, feature requests and proposals.