Machine learning for comprehensive forecasting of Alzheimer’s Disease progression CK Fisher, AM Smith, JR Walsh Scientific reports 9 (1), 13622, 2019 | 184 | 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 | 81* | 2020 |
The higher Riemann–Hilbert correspondence J Block, AM Smith Advances in Mathematics 252, 382-405, 2014 | 45* | 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 | 33 | 2020 |
Impact of the New Zealand Emissions Trading Scheme on Forest Management. P Maclaren, B Manley, C Andrews, C Branch, R Coles, B Cooper, T Crone, ... | 26 | 2008 |
Boltzmann encoded adversarial machines CK Fisher, AM Smith, JR Walsh arXiv preprint arXiv:1804.08682, 2018 | 18 | 2018 |
Systems and methods for modeling probability distributions CK Fisher, AM Smith, JR Walsh US Patent 11,636,309, 2023 | 9 | 2023 |
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 | 9 | 2020 |
Fibre optics for chemical sensing R Narayanaswamy, TE Edmonds, ID Ross, JDC Jones, DA Jackson, ... Analytical Proceedings 22 (7), 204-217, 1985 | 8 | 1985 |
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 | 6 | 2020 |
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 | 6 | |
Systems and methods for supplementing data with generative models CK Fisher, AM Smith, JR Walsh US Patent 12,051,487, 2024 | 5 | 2024 |
A theory of multiholomorphic maps AM Smith arXiv preprint arXiv:1112.1471, 2011 | 5 | 2011 |
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 | 4 | 2022 |
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 | 4 | 2021 |
Systems and Methods for Model Selection D Li-Bland, AM Smith, AD Loukianov US Patent App. 17/658,228, 2022 | 3 | 2022 |
The higher Riemann-Hilbert correspondence and multiholomorphic mappings AM Smith University of Pennsylvania, 2011 | 3 | 2011 |
Systems and methods for training predictive models that ignore missing features AM Smith, CK Fisher, FD Fuller US Patent 11,868,900, 2024 | 2 | 2024 |
Digital Twin Generators for Disease Modeling N Alam, J Basilico, D Bertolini, SC Chetty, H D'Angelo, R Douglas, ... arXiv preprint arXiv:2405.01488, 2024 | 1 | 2024 |
Systems and methods for training predictive models that ignore missing features AM Smith, CK Fisher, FD Fuller US Patent 11,966,850, 2024 | 1 | 2024 |