Peter Moss Acute Myeloid & Lymphoblastic Leukemia AI Research Project

Repositories

• ALL-C-NMC-2020

  A series of Acute Lymphoblastic Leukemia CNNs trained with the C-NMC Dataset by University of Arkansas for Medical Sciences (UAMS). The projects are programmed in Python using various frameworks.
  MIT 1 2 0 0 Updated Oct 21, 2020

• Magic-Leap-1-ALL-Detection-System-2020

  Acute Lymphoblastic Leukemia Detection System 2020 uses Tensorflow 2 & Magic Leap to provide a mixed reality detection system. Project by Adam Milton-Barker.
  C# MIT 1 2 0 0 Updated Oct 2, 2020

• oneAPI-ALL-Classifier

  An Acute Lymphoblastic Leukemia classifier trained using Intel Distribution for Python and Intel Optimized Tensorflow (Tensorflow 2.1), and using OpenVINO to deploy the model on UP2 & Raspberry Pi.
  Python MIT 2 5 0 0 Updated Oct 2, 2020

• ALL-FastAI-2020

  A series of Acute Lymphoblastic Leukemia CNNs programmed in Python using FastAI. Project by team member Salvatore Raieli.
  MIT 1 0 0 1 Updated Sep 18, 2020

• Tensorflow-ALL-Segmentation-2020

  Acute Lymphoblastic Leukemia classification using segmentation and the Acute Lymphoblastic Leukemia Image Database for Image Processing dataset. Programmed in Python using Tensorflow.
  MIT 1 0 0 0 Updated Sep 13, 2020

• PyTorch-ALL-Segmentation-2020

  Acute Lymphoblastic Leukemia classification using segmentation and the Acute Lymphoblastic Leukemia Image Database for Image Processing dataset. Programmed in Python using PyTorch. Project by Allen Akhaumere & Juan Carlos Carrasco-Giménez.
  MIT 0 0 0 0 Updated Sep 13, 2020

• ALL-PyTorch-2020

  An Acute Lymphoblastic Leukemia CNN programmed in Python using PyTorch and the Acute Lymphoblastic Leukemia Image Database for Image Processing dataset. Project by Allen Akhaumere.

  artificial-intelligence artificial-neural-networks convolutional-neural-networks all acute-lymphoblastic-leukemia
  MIT 2 2 0 1 Updated Jul 27, 2020

• AML-Tensorflow-2020

  A Tensorflow 2 project based on the research outlined in Human-level recognition of blast cells in the Acute myeloid leukemia with convolutional neural networks paper by Christian Matek, Simone Schwarz, Karsten Spiekermann , and Carsten Marr.
  MIT 1 2 0 0 Updated Jul 24, 2020

• AML-Genomics-2020

  An Acute Myeloid Leukemia diagnostics project based on the research outlined in Scalable Prediction of Acute Myeloid Leukemia Using High-Dimensional Machine Learning and Blood Transcriptomics by Stefanie WarnatHerresthal, Konstantinos Perrakis, Bernd Taschler, Torsten Haferlach, Sach Mukherjee & Joachim L. Schultze.

  genomics tensorflow detection pytorch diagnostics acute-myeloid-leukemia
  MIT 1 3 0 0 Updated Jul 24, 2020

• ALL-FastAI-2019

  A series of Acute Lymphoblastic Leukemia CNNs programmed in Python using FastAI. Project by team member Salvatore Raieli.

  deep-neural-networks computer-vision deep-learning convolutional-neural-networks fastai acute-lymphoblastic-leukemia
  Jupyter Notebook MIT 2 2 0 0 Updated Jul 23, 2020

• ALL-Tensorflow-2020

  An Acute Lymphoblastic Leukemia CNN based on the proposed architecture in the Acute Leukemia Classification Using Convolution Neural Network In Clinical Decision Support System paper, using the Acute Lymphoblastic Leukemia Image Database for Image Processing dataset. Project by Adam Milton-Barker.
  Jupyter Notebook MIT 3 4 0 0 Updated Jul 23, 2020

• ALL-Classifiers-2019

  A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.

  deep-neural-networks caffe computer-vision artificial-intelligence artificial-neural-networks convolutional-neural-networks fastai
  Jupyter Notebook MIT 14 21 4 0 Updated Jul 22, 2020

• ALL-Detection-System-2019

  Intel DevMesh AI Spotlight Award winner. Acute Lymphoblastic Leukemia Detection System 2019 uses Tensorflow 1.4.1 & Neural Compute Stick 1 to provide an intelligent network and diagnosis system. Project by Adam Milton-Barker.

  all data-augmentation aml natural-language-understanding upsquared intel-movidius-ncs acute-myeloid-leukemia
  PHP MIT 9 5 0 0 Updated Jul 22, 2020

• Oculus-Rift-ALL-Detection-System-2020

  Acute Lymphoblastic Leukemia Detection System 2020 uses Tensorflow 2 & Oculus Rift to provide a virtual detection system. Project by Adam Milton-Barker.

  computer-vision tensorflow oculus-rift convolutional-neural-networks all acute-lymphoblastic-leukemia
  Jupyter Notebook MIT 5 6 2 0 Updated Jul 1, 2020

• AML-ALL-Drug-Discovery

  The Peter Moss Acute Myeloid/Lymphoblastic Leukemia Drug Discovery repository is collection of research and development projects for drug discovery, identifying possible candidates for drugs to help combat Acute Myeloid & Acute Lymphoblastic Leukemia.

  reinforcement-learning artificial-intelligence genetic-algorithms acute-myeloid-leukemia acute-lymphoblastic-leukemia
  MIT 3 5 0 0 Updated Jan 1, 2020

• AML-ALL-Research-Archive

  A repository dedicated to sharing the AML/ALL related public information, papers, code and datasets that we come across through R&D.

  code information papers datasets acute-myeloid-leukemia acute-lymphoblastic-leukemia
  MIT 1 4 0 0 Updated Oct 3, 2019

• AML-ALL-Conversational-Agent

  Conversational Agent trained with information about Acute Myeloid & Lymphoblastic Leukemia.
  1 2 0 0 Updated Sep 28, 2019

• AML-ALL-AI-Student-Program

  The Peter Moss Aml/All AI Student Program repository is a place for students to share their work from the program.

  artificial-intelligence medical aml volunteer acute-myeloid-leukemia acute-lymphoblastic-leukemia leukemia
  MIT 2 2 0 0 Updated Sep 15, 2019