Alex Treacher

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 9

Top Topics

Convolutional Neural Networks

Subject Specific

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Alex Treacher, Kevin P. Nguyen, Dylan Owens, Daniel Heitjan, Albert Montillo
UQ-ARMED: Uncertainty quantification of adversarially-regularized mixed effects deep learning for clustered non-iid data. CoRR (2022)
Alex Treacher, Prabhat Garg, Elizabeth M. Davenport, Ryan Godwin, Amy Proskovec, Leonardo Guimaraes Bezerra, Gowtham Murugesan, Benjamin C. Wagner, Christopher T. Whitlow, Joel D. Stitzel, Joseph A. Maldjian, Albert Montillo
MEGnet: Automatic ICA-based artifact removal for MEG using spatiotemporal convolutional neural networks. NeuroImage 241 (2021)
Kevin P. Nguyen, Cherise Chin Fatt, Alex Treacher, Cooper Mellema, Madhukar H. Trivedi, Albert Montillo
Anatomically informed data augmentation for functional MRI with applications to deep learning. Medical Imaging: Image Processing (2020)
Cooper J. Mellema, Alex Treacher, Kevin P. Nguyen, Albert Montillo
Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder. ISBI (2020)
Kevin P. Nguyen, Cherise Chin Fatt, Alex Treacher, Cooper Mellema, Madhukar H. Trivedi, Albert Montillo
Anatomically-Informed Data Augmentation for functional MRI with Applications to Deep Learning. CoRR (2019)
Cooper Mellema, Alex Treacher, Kevin P. Nguyen, Albert Montillo
Multiple Deep Learning Architectures Achieve Superior Performance Diagnosing Autism Spectrum Disorder Using Features Previously Extracted From Structural And Functional Mri. ISBI (2019)
Kevin P. Nguyen, Cherise Chin Fatt, Alex Treacher, Cooper Mellema, Madhukar H. Trivedi, Albert Montillo
Predicting Response to the Antidepressant Bupropion Using Pretreatment fMRI. PRIME@MICCAI (2019)
Alex Treacher, Daniel Beauchamp, Bilal Quadri, David Fetzer, Abhinav Vij, Takeshi Yokoo, Albert Montillo
Deep learning convolutional neural networks for the estimation of liver fibrosis severity from ultrasound texture. Medical Imaging: Computer-Aided Diagnosis (2019)
Cooper J. Mellema, Alex Treacher, Kevin P. Nguyen, Albert Montillo
Architectural configurations, atlas granularity and functional connectivity with diagnostic value in Autism Spectrum Disorder. CoRR (2019)