https://github.com/maryamastero/ai_in_health

https://github.com/maryamastero/ai_in_health

Last synced: 13 days ago
JSON representation

• Host: GitHub
• URL: https://github.com/maryamastero/ai_in_health
• Owner: maryamastero
• License: gpl-3.0
• Created: 2021-02-09T18:34:29.000Z (almost 4 years ago)
• Default Branch: master
• Last Pushed: 2024-05-09T01:50:59.000Z (9 months ago)
• Last Synced: 2024-11-13T16:14:07.594Z (2 months ago)
• Language: Jupyter Notebook
• Size: 1.93 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# AI_in_health_technologies_project_work

Atrial Fibrillation Classification from a Short Single Lead ECG Recording, using dataset from: https://physionet.org/content/challenge-2017/1.0.0/.

Source folder contents:

  - matlab scripts for the data preprocessing:

    - AI_preprocess_1.m

    - AI_preprocess_2.m

    - AI_preprocess_3.m

    - AI_preprocess_4.m

    - AI_preprocess_5.m

    - fill_outliers.m

  - python scripts for model training and evaluation

    - AI_project_model_train.ipynb

    - AI_project_model_test.ipynb