Documenting research/development and data for the Peter Moss AML (Acute Myeloid Leukemia) AI Research Project. The AML AI Research Project is open source and free to use (LICENSE) with the goals of researching and developing various Artificial Intelligence techniques to help detect AML and discover new drugs.
The AML AI Research Project is being organized and developed by a team of volunteers with experience in Leukemia research, computer vision, biochemistry & molecular biophysics among other areas of expertise. The team is currently made up of:
| Team Member | Position |
|---|---|
| Adam Milton-Barker | Bigfinite IoT Network Engineer & Intel Software Innovator |
| Ho Leung Ng | Kansas State University, Dept. Biochemistry & Molecular Biophysics |
| John LaRocco | Former Humai Head of Engineering, LA, USA |
| Amita Kapoor | Associate Professor @ Delhi University, New Dehli, India |
The following lays out the current project structure:
A public repo of open Acute Myeloid Leukemia research papers discovered during project R&D. Related Repository
| Project | Description |
|---|---|
| Papers | A database of open research papers on Acute Myeloid Leukemia |
| Datasets | A database of open datasets on Acute Myeloid Leukemia |
Research and development projects for detection/early detection of Acute Myeloid Leukemia. Related Repository
| Project | Description |
|---|---|
| Python | Classifiers programmed in Python |
| Java | Classifiers programmed in Java |
Research and development projects for drug discovery for Acute Myeloid Leukemia. Related Repository
| Project | Description |
|---|
Acute Myeloid Leukemia Detection System with Intel technologies. Related Repository
| Project | Description |
|---|---|
| Android | An Android application for managing and classifying data. Uses facial recognition for authentication. |
| Chatbot | A REST API hosting an endpoint for Natural Language Understanding. Trained on knowledge of AML. |
| Classifier | A REST API hosting an endpoint for classifying images using Convolutional Neural Networks. |
| Security | A REST API hosting an endpoint for authentication using Siamese Neural Networks |
| Server | A local server hosting a web based UI for managing and classifying data. Uses facial recognition for authentication. |
We will keep an up to date record of public research papers that we come across whilst developing the projects that make up the AML AI Research Project.
| Papers | Description | Link |
|---|---|---|
| Research Papers | Lists of research papers discovered during R&D | List of papers |
| Convolutional Neural Networks for Acute Myeloid Leukemia | Lists of research papers on Convolutional Neural Networks for Acute Myeloid Leukemia | List of papers |
Papers used during project research and development.
| Paper | Description | Link |
|---|---|---|
| Leukemia Blood Cell Image Classification Using Convolutional Neural Network | T. T. P. Thanh, Caleb Vununu, Sukhrob Atoev, Suk-Hwan Lee, and Ki-Ryong Kwon | Paper |
We will keep an up to date record of public datasets that we come across whilst developing the AML AI Research Project.
| Dataset | Description | Link |
|---|---|---|
| Research Datasets | Lists of datasets discovered during R&D | List of datasets |
Datasets used during project research and development.
| Dataset | Description | Link |
|---|---|---|
| Acute Lymphoblastic Leukemia Image Database for Image Processing | Created by Fabio Scotti, Associate Professor Dipartimento di Informatica, Università degli Studi di Milano. | Dataset |
We welcome contributions of the project. Please read CONTRIBUTING.md for details on our code of conduct, and the process for submitting pull requests.
We use SemVer for versioning. For the versions available, see Releases.
This project is licensed under the MIT License - see the LICENSE file for details.
We use the repo issues to track bugs and general requests related to using this project.