no code implementations • 24 Dec 2020 • Daniele Bertolini, Anton D. Loukianov, Aaron M. Smith, David Li-Bland, Yannick Pouliot, Jonathan R. Walsh, Charles K. Fisher
Alzheimer's Disease (AD) is a neurodegenerative disease that affects subjects in a broad range of severity and is assessed in clinical trials with multiple cognitive and functional instruments.
no code implementations • 4 Feb 2020 • Jonathan R. Walsh, Aaron M. Smith, Yannick Pouliot, David Li-Bland, Anton Loukianov, Charles K. Fisher
Multiple Sclerosis (MS) is a neurodegenerative disorder characterized by a complex set of clinical assessments.
no code implementations • 10 Jul 2018 • Charles K. Fisher, Aaron M. Smith, Jonathan R. Walsh, the Coalition Against Major Diseases
Most approaches to machine learning from electronic health data can only predict a single endpoint.
1 code implementation • 23 Apr 2018 • Charles K. Fisher, Aaron M. Smith, Jonathan R. Walsh
Restricted Boltzmann Machines (RBMs) are a class of generative neural network that are typically trained to maximize a log-likelihood objective function.
