Research
Currently working on multimodal models for IVF success prediction.
Check out my GitHub here.
Check out my Google Scholar here.
Data visualization to the archetypal analysis package
Added plotting and visualization functionality features to the archetypal analysis package that estimates genetic clusters by using genomic data in an unsupervised, computationally efficient manner.Optimizing transformations on GAN face reconstruction based on fMRI data
Implementation of more complicated transformations from a recent 2022 paper that used fMRI data to reconstruct GAN generated faces that were shown to subjects.Full code and report here
Publications
Age-differentiated incentives for adaptive behavior during epidemics produce
oscillatory and chaotic dynamics
RF Arthur, M Levin, A Labrogere, MW Feldman - PLOS Computational Biology, 19 (9), e1011217,
2023
Machine Learning Strategies for Improved Phenotype Prediction in Underrepresented
Populations
D Bonet, M Levin, DM Montserrat, AG Ioannidis - PACIFIC SYMPOSIUM ON BIOCOMPUTING 2024,
404-418, 2023