GitHub - pragatidh/NeuroPredictors: A Machine Learning Approach for Cognitive Decline Detection Using Neuroimaging Data Developed a multi-model system to predict brain tumor, dementia, and schizophrenia diseases using CNN for tumor detection and Random Forest for dementia and schizophrenia. Integrated these models into a Flask app for real-time predictions.

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A Machine Learning Approach for Cognitive Decline Detection Using Neuroimaging Data Developed a multi-model system to predict brain tumor, dementia, and schizophrenia diseases using CNN for tumor detection and Random Forest for dementia and schizophrenia. Integrated these models into a Flask app for real-time predictions.

namrtabudde.github.io/NeuroPredictors/

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
.venv		.venv
.vscode		.vscode
DATASET		DATASET
archive (2)/Br35H-Mask-RCNN		archive (2)/Br35H-Mask-RCNN
env		env
images		images
pred		pred
static		static
temp		temp
templates		templates
SchizophreniaSymptomnsData.csv		SchizophreniaSymptomnsData.csv
app - Copy.py		app - Copy.py
app.py		app.py
archive (2).zip		archive (2).zip
blog.html		blog.html
brain_tumor_model.pth		brain_tumor_model.pth
dementia.pkl		dementia.pkl
javascipt.js		javascipt.js
main.css		main.css
maintrain.py		maintrain.py
node.js		node.js
oasis_longitudinal.csv		oasis_longitudinal.csv
pca1.pkl		pca1.pkl
pp.py		pp.py
rf_dementia_model.pkl		rf_dementia_model.pkl
rf_schizophrenia_model.pkl		rf_schizophrenia_model.pkl
scaler1.pkl		scaler1.pkl
services - Copy.html		services - Copy.html
ss_model.py		ss_model.py
tempCodeRunnerFile.py		tempCodeRunnerFile.py
train_model.py		train_model.py
trainn_model.py		trainn_model.py