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