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MachineLearningStreamlitBase
MachineLearningStreamlitBase
 
 
apps
apps
 
 
pages
pages
 
 
seeImages
seeImages
 
 
shapBrainInterpretation/LabeledImages/OASIS-TRT-20_DKT31_CMA_labels_in_MNI152_v2
shapBrainInterpretation/LabeledImages/OASIS-TRT-20_DKT31_CMA_labels_in_MNI152_v2
 
 
.gitignore
.gitignore
 
 
28364-00000000-T1w-00.nii.gz_extracted_image_features (1).csv
28364-00000000-T1w-00.nii.gz_extracted_image_features (1).csv
 
 
CID28364-00000000-T1w-00.nii.gz
CID28364-00000000-T1w-00.nii.gz
 
 
Dockerfile
Dockerfile
 
 
Home.py
Home.py
 
 
LICENSE
LICENSE
 
 
NewIdImage.nii.gz
NewIdImage.nii.gz
 
 
README.md
README.md
 
 
ad_reduced_lgb.pkl
ad_reduced_lgb.pkl
 
 
ad_shap_object_base_values.npy.gz
ad_shap_object_base_values.npy.gz
 
 
ad_shap_object_data.npy.gz
ad_shap_object_data.npy.gz
 
 
ad_shap_object_feature_names.npy.gz
ad_shap_object_feature_names.npy.gz
 
 
ad_shap_object_values.npy.gz
ad_shap_object_values.npy.gz
 
 
ad_top20_feature_list.txt
ad_top20_feature_list.txt
 
 
anant_ABCD.nii.gz
anant_ABCD.nii.gz
 
 
anant_ABCD_copy.nii.gz
anant_ABCD_copy.nii.gz
 
 
app.yaml
app.yaml
 
 
docker-compose.yml
docker-compose.yml
 
 
feature_list.txt
feature_list.txt
 
 
imaging_features.csv
imaging_features.csv
 
 
labeledFeatureList.csv
labeledFeatureList.csv
 
 
min_max_values.csv
min_max_values.csv
 
 
pd_reduced_lgb.pkl
pd_reduced_lgb.pkl
 
 
pd_shap_object_base_values.npy.gz
pd_shap_object_base_values.npy.gz
 
 
pd_shap_object_data.npy.gz
pd_shap_object_data.npy.gz
 
 
pd_shap_object_feature_names.npy.gz
pd_shap_object_feature_names.npy.gz
 
 
pd_shap_object_values.npy.gz
pd_shap_object_values.npy.gz
 
 
pd_top20_feature_list.txt
pd_top20_feature_list.txt
 
 
plotAbrain.py
plotAbrain.py
 
 
read_from_csv.py
read_from_csv.py
 
 
requirements.txt
requirements.txt
 
 
requirements_old.txt
requirements_old.txt
 
 
sample_dataset_ADRD.csv
sample_dataset_ADRD.csv
 
 
sample_dataset_PD.csv
sample_dataset_PD.csv
 
 

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Quantitative markers of ADRD using machine learning and imaging

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Source code for streamlit webapp https://ndds-brainimaging-ml.streamlit.app/

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