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Project Name : Development of deep ensembles for screening autism spectrum disorder and symptom severity using retinal photographs

  • date : 2023-05-21
    • updated : 2023-12-19
  • python version : 3.9.7

Objective

  • Create a deep ensemble model for screening autism spectrum disorder and symptom severity using retinal photographs
  • Create PEPPR images to interpret the deep ensemble model

Project Strudcture

  • src : source code
  • screening_ASD : Directory for screening autism spectrum disorder
  • screening_symptom : Directory for Screening symptom severity

Process

Screening_ASD

cd screening_ASD && bash total_process.sh

Screening_symptom

cd screening_symptom
bash process_ados.sh
bash process_srs.sh

run 3_bootstrap_and_figure.ipynb

bash 4_OOD_inference.py

Data

Our data can be accessed at the following link

https://www.aihub.or.kr/aihubdata/data/view.do?currMenu=115&topMenu=100&aihubDataSe=data&dataSetSn=71516