Search Results for author: Michal Gerasimiuk

Found 2 papers, 1 papers with code

Learning shared neural manifolds from multi-subject FMRI data

no code implementations22 Dec 2021 Jessie Huang, Erica L. Busch, Tom Wallenstein, Michal Gerasimiuk, Andrew Benz, Guillaume Lajoie, Guy Wolf, Nicholas B. Turk-Browne, Smita Krishnaswamy

In order to understand the connection between stimuli of interest and brain activity, and analyze differences and commonalities between subjects, it becomes important to learn a meaningful embedding of the data that denoises, and reveals its intrinsic structure.

Brain Computer Interface

MURAL: An Unsupervised Random Forest-Based Embedding for Electronic Health Record Data

1 code implementation19 Nov 2021 Michal Gerasimiuk, Dennis Shung, Alexander Tong, Adrian Stanley, Michael Schultz, Jeffrey Ngu, Loren Laine, Guy Wolf, Smita Krishnaswamy

In particular, in EHR data, some variables are {\em missing not at random (MNAR)} but deliberately not collected and thus are a source of information.

Dimensionality Reduction

Cannot find the paper you are looking for? You can Submit a new open access paper.