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08/11/2021
Learning Oculomotor Behaviors from Scanpath
Identifying oculomotor behaviors relevant for eye-tracking applications ...
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05/06/2021
Estimating Reproducible Functional Networks Associated with Task Dynamics using Unsupervised LSTMs
We propose a method for estimating more reproducible functional networks...
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04/15/2021
Demographic-Guided Attention in Recurrent Neural Networks for Modeling Neuropathophysiological Heterogeneity
Heterogeneous presentation of a neurological disorder suggests potential...
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07/29/2020
Pooling Regularized Graph Neural Network for fMRI Biomarker Analysis
Understanding how certain brain regions relate to a specific neurologica...
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01/16/2020
Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results
Deep learning models have shown their advantage in many different tasks,...
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11/29/2019
Sparsely Grouped Input Variables for Neural Networks
In genomic analysis, biomarker discovery, image recognition, and other s...
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08/09/2019
Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection
Significant progress has been made using fMRI to characterize the brain ...
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07/23/2019
Invertible Network for Classification and Biomarker Selection for ASD
Determining biomarkers for autism spectrum disorder (ASD) is crucial to ...
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07/02/2019
Graph Neural Network for Interpreting Task-fMRI Biomarkers
Finding the biomarkers associated with ASD is helpful for understanding ...
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04/07/2019
A Facial Affect Analysis System for Autism Spectrum Disorder
In this paper, we introduce an end-to-end machine learning-based system ...
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12/14/2018
Efficient Interpretation of Deep Learning Models Using Graph Structure and Cooperative Game Theory: Application to ASD Biomarker Discovery
Discovering imaging biomarkers for autism spectrum disorder (ASD) is cri...
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10/28/2018
Prediction of severity and treatment outcome for ASD from fMRI
Autism spectrum disorder (ASD) is a complex neurodevelopmental syndrome....
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10/17/2018
Prediction of treatment outcome for autism from structure of the brain based on sure independence screening
Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder,...
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08/23/2018
Brain Biomarker Interpretation in ASD Using Deep Learning and fMRI
Autism spectrum disorder (ASD) is a complex neurodevelopmental disorder....
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05/24/2018
