Search Results for author: Chandra Sripada

Found 3 papers, 1 papers with code

Image Response Regression via Deep Neural Networks

no code implementations17 Jun 2020 Daiwei Zhang, Lexin Li, Chandra Sripada, Jian Kang

Delineating the associations between images and a vector of covariates is of central interest in medical imaging studies.

regression

A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images

1 code implementation11 Aug 2018 Pascal Sturmfels, Saige Rutherford, Mike Angstadt, Mark Peterson, Chandra Sripada, Jenna Wiens

Our results suggest that lessons learned from developing models on natural images may not directly transfer to neuroimaging tasks.

Object Recognition

Disease Prediction based on Functional Connectomes using a Scalable and Spatially-Informed Support Vector Machine

no code implementations21 Oct 2013 Takanori Watanabe, Daniel Kessler, Clayton Scott, Michael Angstadt, Chandra Sripada

Using the fused Lasso or GraphNet regularizer with the hinge-loss leads to a structured sparse support vector machine (SVM) with embedded feature selection.

Data Augmentation Disease Prediction +1

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