Hackathon: Deep Learning for Interpretation of Medical Images

อบรม สัมมนา บริการวิชาการ ที่ผ่านมาปิดความเห็น บน Hackathon: Deep Learning for Interpretation of Medical Images

Concept

Workshop of developers and medical experts exploring practical applications of “deep learning” over medical images through hands-on experimentation and friendly competition.

Schedule

Hackathon
Deep Learning for Interpretation of Medical Images
Wednesday 20th March, 2019  01.00 – 05.30 P.M.
Bits & Bytes Hall – 4th Floor, Faculty of ICT, Salaya Campus

Date Topics
01.00 P.M. Introduction
Problems:

  • Prediction of pneumonia and pneumothorax in chest x-rays.
  • Prediction of cancer in lung CT scans.

Tools:

  • Google Cloud, Keras, Tensorflow
  • “Deep learning” Convolutional Neural Networks (CNNs)
02.00 P.M. Team creation and problem solving
Data preparation, Training, Testing
04.00 P.M. Testing
Distribute test set, submit predictions
04.30 P.M. Review
Compare results of team
Select winner, distribute prizes and certificates of participation
05.00 P.M. Discussion
Future hackathon workshops, problem sets, and tools.

Speaker

Paul Janecek
CEO, Think Blue Data

Professor Dr. Peter Haddawy
Deputy Dean for Research Development

 

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