# Peter Moss Acute Myeloid & Lymphoblastic Leukemia AI Research Project

## Acute Lymphoblastic Leukemia Classifiers 2019

### FastAI Classifiers

![Peter Moss Acute Myeloid & Lymphoblastic Leukemia AI Research Project](../../Media/Images/Peter-Moss-Acute-Myeloid-Lymphoblastic-Leukemia-Research-Project.png)

 

# Table Of Contents

- [Introduction](#introduction)

- [DISCLAIMER](#disclaimer)

- [Projects](#projects)

- [Contributing](#contributing)

    - [Contributors](#contributors)

- [Versioning](#versioning)

- [License](#license)

- [Bugs/Issues](#bugs-issues)

 

# Introduction

The FastAI classifier projects are a collection of projects that use computer vision programs written using FastAI to classify Acute  Lymphoblastic Leukemia in unseen images.

The idea of using FastAI for fast prototyping of models was introduced to the project by [Salvatore Raieli](https://www.leukemiaresearchassociation.ai/team/salvatore-raieli  "Salvatore Raieli") who provided a Google Colab notebook that used FastAI with [Resnet50](Resnet50 "Resnet50") and **ALL_IDB2** from the [Acute Lymphoblastic Leukemia Image Database for Image Processing](https://homes.di.unimi.it/scotti/all/ "Acute Lymphoblastic Leukemia Image Database for Image Processing") dataset.

 

# DISCLAIMER

These projects should be used for research purposes only. The purpose of the projects is to show the potential of Artificial Intelligence for medical support systems such as diagnosis systems.

Although the classifiers are accurate and show good results both on paper and in real world testing, they are not meant to be an alternative to professional medical diagnosis.

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

Salvatore Raieli is a bioinformatician researcher and PhD in Immunology, but does not work in medical diagnosis.

Please use these systems responsibly.

 

# Projects

| Project                                                                                                                                                                                     | Description                           | Status  | Author                                                                                                                                                                                     |

| ------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------- | ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |

| [FastAI Resnet50 Classifier](Resnet50/ALL-FastAI-Resnet-50.ipynb "FastAI Resnet50 Classifier")         | A FastAI model trained using Resnet50 | Ongoing | [Salvatore Raieli](https://www.leukemiaresearchassociation.ai/team/salvatore-raieli  "Salvatore Raieli") |

| [FastAI Resnet50(a) Classifier](Resnet50/ALL-FastAI-Resnet-50-a.ipynb "FastAI Resnet50(a) Classifier") | A FastAI model trained using Resnet50 | Ongoing | [Adam Milton-Barker](https://www.leukemiaresearchassociation.ai/team/adam-milton-barker "Adam Milton-Barker") |

| [FastAI Resnet34 Classifier](Resnet34/ALL-FastAI-Resnet-34.ipynb "FastAI Resnet34 Classifier")         | A FastAI model trained using Resnet34 | Ongoing | [Salvatore Raieli](https://www.leukemiaresearchassociation.ai/team/salvatore-raieli  "Salvatore Raieli") |

| [FastAI Resnet18 Classifier](Resnet18/ALL-FastAI-Resnet-18.ipynb "FastAI Resnet18 Classifier")         | A FastAI model trained using Resnet18 | Ongoing | [Salvatore Raieli](https://www.leukemiaresearchassociation.ai/team/salvatore-raieli  "Salvatore Raieli") |

 

# Contributing

The Peter Moss Acute Myeloid & Lymphoblastic Leukemia AI Research project encourages and welcomes code contributions, bug fixes and enhancements from the Github.

Please read the [CONTRIBUTING](../../CONTRIBUTING.md "CONTRIBUTING") document for a full guide to forking our repositories and submitting your pull requests. You will also find information about our code of conduct on this page.

## Contributors

- [Salvatore Raieli](https://www.leukemiaresearchassociation.ai/team/salvatore-raieli  "Salvatore Raieli") - [Asociacion De Investigation En Inteligencia Artificial Para La Leucemia Peter Moss](https://www.leukemiaresearchassociation.ai "Asociacion De Investigation En Inteligencia Artificial Para La Leucemia Peter Moss") Bioinformatics & Immunology AI R&D, Bologna, Italy

 

# Versioning

We use SemVer for versioning.

 

# License

This project is licensed under the **MIT License** - see the [LICENSE](../../LICENSE "LICENSE") file for details.

 

# Bugs/Issues

We use the [repo issues](../../issues "repo issues") to track bugs and general requests related to using this project.