Adversarially-Regularized Mixed Effects Deep Learning (ARMED) Models Improve Interpretability, Performance, and Generalization on Clustered (non-iid) Data

por Nguyen, Kevin P., Treacher, Alex H., Montillo, Albert A.
Publicado 2023

Association between resting-state functional brain connectivity and gene expression is altered in autism spectrum disorder

por Berto, Stefano, Treacher, Alex H., Caglayan, Emre, Luo, Danni, Haney, Jillian R., Gandal, Michael J., Geschwind, Daniel H., Montillo, Albert A., Konopka, Genevieve
Publicado 2022

Glaucoma Diagnosis Through the Integration of Optical Coherence Tomography/Angiography and Machine Learning Diagnostic Models

por Kooner, Karanjit S, Angirekula, Ashika, Treacher, Alex H, Al-Humimat, Ghadeer, Marzban, Mohamed F, Chen, Alyssa, Pradhan, Roma, Tunga, Nita, Wang, Chuhan, Ahuja, Pranati, Zuberi, Hafsa, Montillo, Albert A
Publicado 2022

MEGnet: Automatic ICA-based artifact removal for MEG using spatiotemporal convolutional neural networks

por Treacher, Alex H., Garg, Prabhat, Davenport, Elizabeth, Godwin, Ryan, Proskovec, Amy, Bezerra, Leonardo Guimaraes, Murugesan, Gowtham, Wagner, Ben, Whitlow, Christopher T., Stitzel, Joel D., Maldjian, Joseph A., Montillo, Albert A.
Publicado 2021