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ftn-ai-lab / nm-2016

Repozitorijum kursa Neuronske mreže na FTN
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The Digital Mammography DREAM Challenge #3

Open lukic-aleksandar opened 7 years ago

lukic-aleksandar commented 7 years ago

Description

The Digital Mammography DREAM Challenge will attempt to improve the predictive accuracy of digital mammography for the early detection of breast cancer. The primary benefit of this Challenge will be to establish new quantitative tools - machine learning, deep learning or other - that can help decrease the recall rate of screening mammography, with a potential impact on shifting the balance of routine breast cancer screening towards more benefit and less harm. Participating teams will be asked to submit predictive models based on over 640,000 de-identified digital mammography images from over 86000 patients, with corresponding clinical variables.

Tech

Project will be deployed as a Docker image, as it is required by the challenge. Language: Python Libs: TensorFlow or Keras Model: Convolutional Neural Networks

Team

Aleksandar Lukić (E2 97/2016) Opened for new members.

jocicmarko commented 7 years ago

Odobrena tema.

Ostavi github repo link u komentaru.

lukic-aleksandar commented 7 years ago

Github repo: https://github.com/lukic-aleksandar/The-Digital-Mammography-DREAM-Challenge