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Monday:

Morning – Watch Recording
Afternoon – Watch Recording

Tabular Data 3 : Statistics for machine learning using the National Inpatient Sample Dataset

Dataset:/mnt/efs/day1/Statistics4ML

You can copy shared resources to your home directory if you are not able to clone using git.
Shared Notebook: /mnt/efs/day1/Statistics4ML

Command to copy home directory: cp /mnt/efs/day1/Statistics4ML ~/ -R

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Emory CXR : Patient’s Imaging Journey in the Health Care System

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Emory CXR : Data Preprocessing

GitHub: https://github.com/theodapamede/dicom_preprocessing

Dataset:/fsx/embed/summer-school-24/Theo_session

You can copy shared resources to your home directory if you are not able to clone using git.
Shared Notebook: /mnt/efs/day1/dicom_preprocessing

Command to copy home directory: cp /mnt/efs/day1/dicom_preprocessing ~/ -R

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Tuesday:

Morning – Watch Recording
Afternoon – Watch Recording

Finding the Correct Answer (Ground Truths)

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(Google) Improving Accessibility for Health AI with Embeddings

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Models on the CXR Dataset

GitHub: https://github.com/f10409/Datathon24_CXR_Pipeline

You can copy shared resources to your home directory if you are not able to clone using git.
Shared Notebook: /mnt/efs/day2/Datathon24_CXR_Pipeline

Command to copy home directory: cp /mnt/efs/day2/Datathon24_CXR_Pipeline ~/ -R

Wednesday:

Morning – Watch Recording
Afternoon – Watch Recording

EMBED - Data Engineering

You can copy shared resources to your home directory if you are not able to clone using git.
Shared Notebook: /mnt/efs/day3/EMBED_Notebooks_Bea/

Command to copy home directory: cp -r /mnt/efs/day3/EMBED_Notebooks_Bea/ ~/EMBED_Notebooks_Bea

EMBED - Training Whole Image Classifier

You can copy shared resources to your home directory if you are not able to clone using git.
Shared Notebook: /mnt/efs/day3/TrainMMGImageClassifier/

Command to copy home directory: cp -r /mnt/efs/day3/TrainMMGImageClassifier/ ~/

EMBED - Model Evaluation and Inference

You can copy shared resources to your home directory if you are not able to clone using git.
Shared Notebook: /mnt/efs/day3/EMBED_Model_Eval/

Command to copy home directory: cp -r /mnt/efs/day3/EMBED_Model_Eval ~/EMBED_Model_Eval

Thursday:

Morning – Watch Recording
Afternoon – Watch Recording

EMBED - Breast MRI Model

You can copy shared resources to your home directory if you are not able to clone using git.
Shared Notebook: /mnt/efs/day4/BreastMRI/

Command to copy home directory: cp -R /mnt/efs/day4/BreastMRI/ ~/

Radiopathomics

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Humanizing AI: The Patient's Influence in Reducing Bias in Women's Health

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Friday:

Morning – Watch Recording
Afternoon – Watch Recording

19-25 August ’24

Atlanta, Georgia, United States

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