Aaron M. Smith
Aaron M. Smith
Unlearn.ai
Verified email at unlearn.ai - Homepage
Title
Cited by
Cited by
Year
Machine learning for comprehensive forecasting of Alzheimer’s Disease progression
CK Fisher, AM Smith, JR Walsh
Scientific reports 9 (1), 1-14, 2019
562019
The higher riemann–hilbert correspondence
J Block, AM Smith
Advances in Mathematics 252, 382-405, 2014
31*2014
Standard machine learning approaches outperform deep representation learning on phenotype prediction from transcriptomics data
AM Smith, JR Walsh, J Long, CB Davis, P Henstock, MR Hodge, ...
BMC bioinformatics 21 (1), 1-18, 2020
22*2020
Boltzmann encoded adversarial machines
CK Fisher, AM Smith, JR Walsh
arXiv preprint arXiv:1804.08682, 2018
122018
Generating digital twins with multiple sclerosis using probabilistic neural networks
JR Walsh, AM Smith, Y Pouliot, D Li-Bland, A Loukianov, CK Fisher
arXiv preprint arXiv:2002.02779, 2020
82020
A theory of multiholomorphic maps
AM Smith
arXiv preprint arXiv:1112.1471, 2011
32011
Modeling Subject-Level Disease Progression for Multiple Sclerosis Clinical Trials with Machine Learning (2232)
J Walsh, A Smith, Y Pouliot, D Li-Bland, A Loukianov, C Fisher
Neurology 94 (15 Supplement), 2020
12020
The higher Riemann-Hilbert correspondence and multiholomorphic mappings
AM Smith
12011
Systems and Methods for Training Generative Models Using Summary Statistics and Other Constraints
AM Smith, AD Loukianov, CK Fisher, JR Walsh
US Patent App. 17/074,364, 2021
2021
Systems and Methods for Supplementing Data with Generative Models
CK Fisher, AM Smith, JR Walsh
US Patent App. 16/997,758, 2021
2021
Modeling Disease Progression in Mild Cognitive Impairment and Alzheimer's Disease with Digital Twins
D Bertolini, AD Loukianov, AM Smith, D Li-Bland, Y Pouliot, JR Walsh, ...
arXiv preprint arXiv:2012.13455, 2020
2020
Systems and Methods for Modeling Probability Distributions
CK Fisher, AM Smith, JR Walsh
US Patent App. 16/249,854, 2019
2019
P4‐020: SYNTHETIC CONTROL PATIENTS FOR ALZHEIMER'S DISEASE CLINICAL TRIALS
J Walsh, A Smith, C Fisher
Alzheimer's & Dementia 15, P1281-P1281, 2019
2019
Who is this gene and what does it do? A toolkit for munging transcriptomics data in python
CK Fisher, AM Smith, JR Walsh
bioRxiv, 299107, 2018
2018
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Articles 1–14