Author

Megan N. Baker

The University of Texas at Austin

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Neuroscience· 1

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Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Edward M. CastilloiD· 1 shared Enrique Contreras-Hernandez· 1 shared Hannah M. StealeyiD· 1 shared Hsin‐Chih YehiD· 1 shared Hung‐Yun LuiD· 1 shared Samantha R. SantacruziD· 1 shared Yi ZhaoiD· 1 shared Yin-Jui ChangiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperNeuroscience

Edward M. CastilloORCID

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1 paper

Recent·Most cited

Multiscale effective connectivity analysis of brain activity using neural ordinary differential equations

Yin-Jui Chang, Yuan‐I Chen, Hannah M. Stealey, Yi Zhao, Hung‐Yun Lu, Enrique Contreras-Hernandez, Megan N. Baker, Edward M. Castillo, Hsin‐Chih Yeh, Samantha R. Santacruz

This paper introduces a deep learning model to analyze multiscale brain activity dynamics and demonstrates its effectiveness in capturing causal interactions across scales.

PLoS ONE · Dec 4, 2024Peer-reviewedNeuroscience