A multicohort geometric deep learning study of age dependent cortical and subcortical morphologic interactions for fluid intelligence prediction
Wu, Yunan, Besson, Pierre, Azcona, Emanuel A., Bandt, S. Kathleen, Parrish, Todd B., Breiter, Hans C., Katsaggelos, Aggelos K.
Published in Scientific reports (22.10.2022)
Published in Scientific reports (22.10.2022)
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Journal Article
Reconstruction of Resting State FMRI Using LSTM Variational Auto-Encoder on Subcortical Surface to Detect Epilepsy
Wu, Yunan, Besson, Pierre, Azcona, Emanuel A., Kathleen Bandt, S., Parrish, Todd B., Katsaggelos, Aggelos K.
Published in 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI) (28.03.2022)
Published in 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI) (28.03.2022)
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Conference Proceeding
Interpretation of Brain Morphology in Association to Alzheimer’s Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes
Azcona, Emanuel A., Besson, Pierre, Wu, Yunan, Punjabi, Arjun, Martersteck, Adam, Dravid, Amil, Parrish, Todd B., Bandt, S. Kathleen, Katsaggelos, Aggelos K.
Published in Shape in Medical Imaging (01.10.2020)
Published in Shape in Medical Imaging (01.10.2020)
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Book Chapter
Journal Article
Discrete, recurrent, and scalable patterns in human judgement underlie affective picture ratings
Azcona, Emanuel A, Kim, Byoung-Woo, Vike, Nicole L, Bari, Sumra, Lalvani, Shamal, Stefanopoulos, Leandros, Woodward, Sean, Block, Martin, Katsaggelos, Aggelos K, Breiter, Hans C
Year of Publication 12.03.2022
Year of Publication 12.03.2022
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Journal Article
Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes
Azcona, Emanuel A, Besson, Pierre, Wu, Yunan, Punjabi, Arjun, Martersteck, Adam, Dravid, Amil, Parrish, Todd B, Bandt, S Kathleen, Katsaggelos, Aggelos K
Published in arXiv.org (20.08.2020)
Published in arXiv.org (20.08.2020)
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Paper
Journal Article
Discrete, recurrent, and scalable patterns in human judgement underlie affective picture ratings
Azcona, Emanuel A, Byoung-Woo, Kim, Vike, Nicole L, Bari, Sumra, Lalvani, Shamal, Stefanopoulos, Leandros, Woodward, Sean, Block, Martin, Katsaggelos, Aggelos K, Breiter, Hans C
Published in arXiv.org (12.03.2022)
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Published in arXiv.org (12.03.2022)
Paper
Discrete, recurrent, and scalable patterns in human judgement underlie affective picture ratings
Azcona, Emanuel A, Byoung-Woo, Kim, Vike, Nicole L, Bari, Sumra, Lalvani, Shamal, Stefanopoulos, Leandros, Woodward, Sean, Block, Martin, Katsaggelos, Aggelos K, Breiter, Hans C
Published in IDEAS Working Paper Series from RePEc (01.01.2022)
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Published in IDEAS Working Paper Series from RePEc (01.01.2022)
Paper
Novel age-dependent cortico-subcortical morphologic interactions predict fluid intelligence: A multi-cohort geometric deep learning study
Wu, Yunan, Besson, Pierre, Azcona, Emanuel A, Bandt, S Kathleen, Parrish, Todd B, Breiter, Hans C, Katsaggelos, Aggelos K
Published in bioRxiv (15.10.2020)
Published in bioRxiv (15.10.2020)
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Paper