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Alex Treacher
ORCID
Publication Activity (10 Years)
Years Active: 2019-2022
Publications (10 Years): 9
Top Topics
Deep Learning
Convolutional Neural Networks
Functional Mri
Subject Specific
Top Venues
CoRR
ISBI
NeuroImage
Medical Imaging: Computer-Aided Diagnosis
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Publications
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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)