AI4Health

course materials, AI for Health and Bio Science

Unit 1 Genomic AI Primer

Add SHAP value

Ref: https://chatgpt.com/share/679443c7-a80c-800c-8d0a-aab47b5781dd

Unit 2 Biomedical Image Analysis

https://github.com/AI-in-Biomedical-Science/python-bioimage-analysis-tutorial

On-demand ODU Wahab

For plot, need to add %matplotlib inline

Todo for kaggle healtcare data

add debug switch to randomly sampled small data set.

convert numerical and categroical data, one-hot encoding versus label encoding.

Kaggle data sets are from

https://www.kaggle.com/code/skuracha/eda-on-healthcare-dataset

https://www.kaggle.com/datasets/paultimothymooney/chest-xray-pneumonia/data

ESM now has its own separate GitHub repo

https://github.com/evolutionaryscale/esm/tree/main

To do

inference attack on AI models

data loader

Reinforcement learning (RL)