This area of the Peter Moss AML (Acute Myeloid Leukemia) AI Research Project focuses on research and development projects for detection/early detection of Acute Myeloid Leukemia.
The AML 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 |
Below you will find a list of projects that are part of this repo:
| Project | Description |
|---|---|
| CPP | Classifiers programmed in C++ |
| Java | Classifiers programmed in Java |
| Python | Classifiers programmed in Python |
Below you will find a list of Python projects that are part of this repo:
| Project | Description |
|---|---|
| Python Caffe | Classifiers programmed with Caffe in Python |
| Python Movidius | Classifiers programmed for Movidius in Python |
| Python OpenVino | Classifiers programmed with OpenVino in Python |
| Python Tensorflow | Classifiers programmed with Tensorflow in Python |
| Python Keras | Classifiers programmed with Keras in Python |
| Python Data Augmentation | A Python program for applying filters to the original dataset and increasing the amount of training / test data. |
Research papers used in this part of the project were shared by project team member, Ho Leung Ng, Associate Professor of Biochemistry & Molecular Biophysics at Kansas State University.
| Project | Paper | Description | Link |
|---|---|---|---|
| Python Data Augmentation | 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 |
The Acute Lymphoblastic Leukemia Image Database for Image Processing dataset is used for this project. The dataset was created by Fabio Scotti, Associate Professor Dipartimento di Informatica, Università degli Studi di Milano. Big thanks to Fabio for his research and time put in to creating the dataset and documentation, it is one of his personal projects. You will need to follow the steps outlined here to gain access to the dataset.
| 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.
Adam is a BigFinite IoT Network Engineer, part of the team that works on the core IoT software. In his spare time he is an Intel Software Innovator in the fields of Internet of Things, Artificial Intelligence and Virtual Reality.
