Cross-ethnicity/race generalization failure of behavioral prediction from resting-state functional connectivity

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1 to 4 of 4 Results

ABCD_scripts Apr 13, 2022 Li, Jingwei, 2021, "ABCD_scripts", https://doi.org/10.7910/DVN/WEJC0R, Harvard Dataverse, V3 Code for replicating the analyses conducted using the Adolescent Brain Cognitive Development (ABCD) dataset. Part of the research project on the bias in prediction accuracy against African Americans for machine learning algorithms that predict behavioral measures from resting-state functional connectivity.
HCP_scripts Apr 4, 2022 Li, Jingwei, 2021, "HCP_scripts", https://doi.org/10.7910/DVN/KPAMEE, Harvard Dataverse, V3 Code for replicating the analyses conducted using the Human Connectome Project (HCP) dataset. Part of the research project on the bias in prediction accuracy against African Americans for machine learning algorithms that predict behavioral measures from resting-state functional connectivity.
Copy of CBIG GitHub repo Dec 10, 2021 Li, Jingwei, 2021, "Copy of CBIG GitHub repo", https://doi.org/10.7910/DVN/TW9BBI, Harvard Dataverse, V1 As requested by the publication journal, the code in the CBIG GitHub repository (https://github.com/ThomasYeoLab/CBIG/tree/v0.21.2-Update_KRR) used for the current research paper needs to be also stored in a non-profit platform. Stable projects unrelated to the current study are not included in this copy.
HCP_data Dec 2, 2021 Li, Jingwei, 2021, "HCP_data", https://doi.org/10.7910/DVN/SKXD1L, Harvard Dataverse, V1 Secondary data derived from the Human Connectome Project. Including the subject list used for the current study, the preprocessed resting-state functional connectivity, and the behavioral prediction accuracy of African Americans and white Americans in this dataset across multiple data splits. Data has been de-identified. People who want to use this...

ABCD_scripts

Apr 13, 2022

Li, Jingwei, 2021, "ABCD_scripts", https://doi.org/10.7910/DVN/WEJC0R, Harvard Dataverse, V3

Code for replicating the analyses conducted using the Adolescent Brain Cognitive Development (ABCD) dataset. Part of the research project on the bias in prediction accuracy against African Americans for machine learning algorithms that predict behavioral measures from resting-state functional connectivity.

HCP_scripts

Apr 4, 2022

Li, Jingwei, 2021, "HCP_scripts", https://doi.org/10.7910/DVN/KPAMEE, Harvard Dataverse, V3

Code for replicating the analyses conducted using the Human Connectome Project (HCP) dataset. Part of the research project on the bias in prediction accuracy against African Americans for machine learning algorithms that predict behavioral measures from resting-state functional connectivity.

Copy of CBIG GitHub repo

Dec 10, 2021

Li, Jingwei, 2021, "Copy of CBIG GitHub repo", https://doi.org/10.7910/DVN/TW9BBI, Harvard Dataverse, V1

As requested by the publication journal, the code in the CBIG GitHub repository (https://github.com/ThomasYeoLab/CBIG/tree/v0.21.2-Update_KRR) used for the current research paper needs to be also stored in a non-profit platform. Stable projects unrelated to the current study are not included in this copy.

HCP_data

Dec 2, 2021

Li, Jingwei, 2021, "HCP_data", https://doi.org/10.7910/DVN/SKXD1L, Harvard Dataverse, V1

Secondary data derived from the Human Connectome Project. Including the subject list used for the current study, the preprocessed resting-state functional connectivity, and the behavioral prediction accuracy of African Americans and white Americans in this dataset across multiple data splits. Data has been de-identified. People who want to use this...

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