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statistical-learning-analysis
statistical-learning-analysis Publiccode for statistical and machine learning analyses
R
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disease-detection-CNNs
disease-detection-CNNs PublicTraining a convolutional neural network to classify pathologies in a dataset of 112,120 chest X-rays
Jupyter Notebook
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ML-dmn-internalizing
ML-dmn-internalizing PublicMachine learning analysis to identify resting-state brain network features predictive of future internalizing symptoms in a large dataset of 12,000 youth.
Jupyter Notebook
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neg-affect-adolescence
neg-affect-adolescence PublicImplementing exploratory factor analysis, confirmatory factor analysis, generalized additive modeling, and regression analyses to characterize emotional experience across adolescence.
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