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09/13/2023
Tackling the dimensions in imaging genetics with CLUB-PLS
A major challenge in imaging genetics and similar fields is to link high...
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09/08/2023
Linking Symptom Inventories using Semantic Textual Similarity
An extensive library of symptom inventories has been developed over time...
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10/29/2017
A Fast, Accurate Two-Step Linear Mixed Model for Genetic Analysis Applied to Repeat MRI Measurements
Large-scale biobanks are being collected around the world in efforts to ...
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10/14/2017
Simultaneous Matrix Diagonalization for Structural Brain Networks Classification
This paper considers the problem of brain disease classification based o...
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06/19/2017
Evaluating 35 Methods to Generate Structural Connectomes Using Pairwise Classification
There is no consensus on how to construct structural brain networks from...
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05/26/2017
Classification of Major Depressive Disorder via Multi-Site Weighted LASSO Model
Large-scale collaborative analysis of brain imaging data, in psychiatry ...
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04/27/2017
Large-scale Feature Selection of Risk Genetic Factors for Alzheimer's Disease via Distributed Group Lasso Regression
Genome-wide association studies (GWAS) have achieved great success in th...
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03/02/2017
A Restaurant Process Mixture Model for Connectivity Based Parcellation of the Cortex
One of the primary objectives of human brain mapping is the division of ...
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01/26/2017
Structural Connectome Validation Using Pairwise Classification
In this work, we study the extent to which structural connectomes and to...
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11/18/2016
An Empirical Study of Continuous Connectivity Degree Sequence Equivalents
In the present work we demonstrate the use of a parcellation free connec...
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08/19/2016
