Reproducible neuroimaging features for diagnosis of autism spectrum disorder with machine learning von Mellema, Cooper J., Nguyen, Kevin P., Treacher, Alex, Montillo, Albert

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Longitudinal prognosis of Parkinson’s outcomes using causal connectivity von Mellema, Cooper J., Nguyen, Kevin P., Treacher, Alex, Andrade, Aixa X., Pouratian, Nader, Sharma, Vibhash D., O'Suileabhain, Padraig, Montillo, Albert A.

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Adversarially-Regularized Mixed Effects Deep Learning (ARMED) Models Improve Interpretability, Performance, and Generalization on Clustered (non-iid) Data von Nguyen, Kevin P., Treacher, Alex H., Montillo, Albert A.

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Patterns of Pretreatment Reward Task Brain Activation Predict Individual Antidepressant Response: Key Results From the EMBARC Randomized Clinical Trial von Nguyen, Kevin P., Chin Fatt, Cherise, Treacher, Alex, Mellema, Cooper, Cooper, Crystal, Jha, Manish K., Kurian, Benji, Fava, Maurizio, McGrath, Patrick J., Weissman, Myrna, Phillips, Mary L., Trivedi, Madhukar H., Montillo, Albert A.

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Predicting Parkinson's disease trajectory using clinical and neuroimaging baseline measures von Nguyen, Kevin P., Raval, Vyom, Treacher, Alex, Mellema, Cooper, Yu, Fang Frank, Pinho, Marco C., Subramaniam, Rathan M., Dewey, Richard B., Montillo, Albert A.

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Pitfalls and Recommended Strategies and Metrics for Suppressing Motion Artifacts in Functional MRI von Raval, Vyom, Nguyen, Kevin P., Pinho, Marco, Dewey Jr, Richard B., Trivedi, Madhukar, Montillo, Albert A.

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BLENDS: Augmentation of Functional Magnetic Resonance Images for Machine Learning Using Anatomically Constrained Warping von Nguyen, Kevin P, Raval, Vyom, Minhajuddin, Abu, Carmody, Thomas, Trivedi, Madhukar H, Dewey, Jr, Richard B, Montillo, Albert A

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Predicting Response to the Antidepressant Bupropion Using Pretreatment fMRI von Nguyen, Kevin P., Fatt, Cherise Chin, Treacher, Alex, Mellema, Cooper, Trivedi, Madhukar H., Montillo, Albert

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Patterns of Pre-Treatment Reward Task Brain Activation Predict Individual Antidepressant Response: Key Results from the EMBARC Randomized Clinical Trial von Nguyen, Kevin P., Fatt, Cherise Chin, Treacher, Alex, Mellema, Cooper, Cooper, Crystal, Jha, Manish K., Kurian, Benji, Fava, Maurizio, McGrath, Patrick J., Weissman, Myrna, Phillips, Mary L., Trivedi, Madhukar H., Montillo, Albert

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Adversarially-regularized mixed effects deep learning (ARMED) models for improved interpretability, performance, and generalization on clustered data von Nguyen, Kevin P, Montillo, Albert

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Adversarially-regularized mixed effects deep learning (ARMED) models for improved interpretability, performance, and generalization on clustered data von Nguyen, Kevin P, Montillo, Albert

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Improved motion correction for functional MRI using an omnibus regression model von Raval, Vyom, Nguyen, Kevin P, Montillo, Albert

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Longitudinal Prognosis of Parkinsons Outcomes using Causal Connectivity von Mellema, Cooper J, Nguyen, Kevin P, Treacher, Alex, Hernandez, Aixa Andrade, Montillo, Albert A

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Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder von Mellema, Cooper J, Treacher, Alex, Nguyen, Kevin P, Montillo, Albert

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Prediction of individual progression rate in Parkinson's disease using clinical measures and biomechanical measures of gait and postural stability von Raval, Vyom, Nguyen, Kevin P, Gerald, Ashley, DeweyJr, Richard B, Montillo, Albert

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Anatomically-Informed Data Augmentation for functional MRI with Applications to Deep Learning von Nguyen, Kevin P, Fatt, Cherise Chin, Treacher, Alex, Mellema, Cooper, Trivedi, Madhukar H, Montillo, Albert

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Improved motion correction for functional MRI using an omnibus regression model von Raval, Vyom, Nguyen, Kevin P, Montillo, Albert

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Features of shutter system using modular SMA spring actuator von Tapuchievici, Calin, Christoff, Nicholas J, Nguyen, Kevin P, Kim, Wonhee M

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Longitudinal Prognosis of Parkinsons Outcomes using Causal Connectivity von Mellema, Cooper J, Nguyen, Kevin P, Treacher, Alex, Aixa Andrade Hernandez, Montillo, Albert A

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Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder von Mellema, Cooper J, Treacher, Alex, Nguyen, Kevin P, Montillo, Albert

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