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Aaron M. Smith
Aaron M. Smith
Unlearn.ai
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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), 13622, 2019
176*2019
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, 1-18, 2020
76*2020
The higher Riemann–Hilbert correspondence
J Block, AM Smith
Advances in Mathematics 252, 382-405, 2014
44*2014
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
302020
Boltzmann encoded adversarial machines
CK Fisher, AM Smith, JR Walsh
arXiv preprint arXiv:1804.08682, 2018
182018
Systems and methods for modeling probability distributions
CK Fisher, AM Smith, JR Walsh
US Patent 11,636,309, 2023
82023
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
82020
Generating Digital Twins with multiple sclerosis using probabilistic neural networks. bioRxiv
JR Walsh, AM Smith, Y Pouliot
Published online April 19 (2020), 10.1101, 2020
62020
Systems and Methods for Supplementing Data with Generative Models
CK Fisher, AM Smith, JR Walsh
US Patent App. 16/997,758, 2021
52021
Modeling Disease Progression in Mild Cognitive Impairment and Alzheimer’s Disease with Digital Twins. arXiv 2020
D Bertolini, AD Loukianov, AM Smith, D Li-Bland, Y Pouliot, JR Walsh, ...
arXiv preprint arXiv:2012.13455, 0
5
Forecasting progression of mild cognitive impairment (MCI) and Alzheimer’s disease (AD) with digital twins
D Bertolini, AD Loukianov, A Smith, D Li‐Bland, Y Pouliot, JR Walsh, ...
Alzheimer's & Dementia 17, e054414, 2021
42021
A theory of multiholomorphic maps
AM Smith
arXiv preprint arXiv:1112.1471, 2011
42011
Systems and Methods for Designing Augmented Randomized Trials
CK Fisher, AM Smith, JR Walsh, AS da Costa Ferro, D Walsh, DP Miller
US Patent App. 17/649,660, 2022
32022
The higher Riemann-Hilbert correspondence and multiholomorphic mappings
AM Smith
University of Pennsylvania, 2011
32011
Systems and methods for training predictive models that ignore missing features
AM Smith, CK Fisher, FD Fuller
US Patent 11,868,900, 2024
22024
Systems and Methods for Model Selection
D Li-Bland, AM Smith, AD Loukianov
US Patent App. 17/658,228, 2022
22022
Systems and methods for training predictive models that ignore missing features
AM Smith, CK Fisher, FD Fuller
US Patent 11,966,850, 2024
12024
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), 2232, 2020
12020
Systems and methods for training generative models using summary statistics and other constraints
AM Smith, AD Loukianov, CK Fisher, JR Walsh
US Patent 12,008,478, 2024
2024
Systems and Methods for Training Conditional Generative Models
AM Smith, CK Fisher
US Patent App. 18/448,843, 2024
2024
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