Search Results - "Treacher, Alex H"

Association between resting-state functional brain connectivity and gene expression is altered in autism spectrum disorder by Berto, Stefano, Treacher, Alex H., Caglayan, Emre, Luo, Danni, Haney, Jillian R., Gandal, Michael J., Geschwind, Daniel H., Montillo, Albert A., Konopka, Genevieve

“…Gene expression covaries with brain activity as measured by resting state functional magnetic resonance imaging (MRI). However, it is unclear how genomic…”
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MEGnet: Automatic ICA-based artifact removal for MEG using spatiotemporal convolutional neural networks by 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.

“…Magnetoencephalography (MEG) is a functional neuroimaging tool that records the magnetic fields induced by neuronal activity; however, signal from non-neuronal…”
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Adversarially-Regularized Mixed Effects Deep Learning (ARMED) Models Improve Interpretability, Performance, and Generalization on Clustered (non-iid) Data by Nguyen, Kevin P., Treacher, Alex H., Montillo, Albert A.

“…Natural science datasets frequently violate assumptions of independence. Samples may be clustered (e.g., by study site, subject, or experimental batch),…”
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Glaucoma Diagnosis Through the Integration of Optical Coherence Tomography/Angiography and Machine Learning Diagnostic Models by 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

“…To establish optical coherence tomography (OCT)/angiography (OCTA) parameter ranges for healthy eyes (HE) and glaucomatous eyes (GE) for a North Texas based…”
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DC and SA: Robust and Efficient Hyperparameter Optimization of Multi-subnetwork Deep Learning Models by Treacher, Alex H, Montillo, Albert

“…We present two novel hyperparameter optimization strategies for optimization of deep learning models with a modular architecture constructed of multiple…”
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