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Aaron M. Smith
ORCID
Publication Activity (10 Years)
Years Active: 2018-2020
Publications (10 Years): 6
Top Topics
Cross Sectional
E Learning
Corpus Callosum
Disease Progression
Top Venues
CoRR
BMC Bioinform.
AMIA
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Publications
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Daniele Bertolini
,
Anton D. Loukianov
,
Aaron M. Smith
,
David Li-Bland
,
Yannick Pouliot
,
Jonathan R. Walsh
,
Charles K. Fisher
Modeling Disease Progression in Mild Cognitive Impairment and Alzheimer's Disease with Digital Twins.
CoRR
(2020)
Jonathan R. Walsh
,
Aaron M. Smith
,
Yannick Pouliot
,
David Li-Bland
,
Anton Loukianov
,
Charles K. Fisher
Generating Digital Twins with Multiple Sclerosis Using Probabilistic Neural Networks.
CoRR
(2020)
Aaron M. Smith
,
Jonathan R. Walsh
,
John Long
,
Craig B. Davis
,
Peter Henstock
,
Martin R. Hodge
,
Mateusz Maciejewski
,
Xinmeng Jasmine Mu
,
Stephen Ra
,
Shanrong Zhao
,
Daniel Ziemek
,
Charles K. Fisher
Standard machine learning approaches outperform deep representation learning on phenotype prediction from transcriptomics data.
BMC Bioinform.
21 (1) (2020)
Charles K. Fisher
,
Yannick Pouliot
,
Aaron M. Smith
,
Jonathan R. Walsh
Generating Synthetic Control Patients Using Machine Learning for Alzheimer's Disease Clinical Trials.
AMIA
(2019)
Charles K. Fisher
,
Aaron M. Smith
,
Jonathan R. Walsh
Using deep learning for comprehensive, personalized forecasting of Alzheimer's Disease progression.
CoRR
(2018)
Charles K. Fisher
,
Aaron M. Smith
,
Jonathan R. Walsh
Boltzmann Encoded Adversarial Machines.
CoRR
(2018)