levrex's repositories
DiagnosisExtraction_ML
Pipeline for building Machine Learning Classifiers for the diagnosis of EHR text-data. We used this pipeline for our study, published here: https://doi.org/10.2196/23930.
AppMoodPrediction
Predict the mood of the user from explicit and implicit app data
BreastCancerArrayPrediction
Predicting subtypes of breast cancer according to array CGH data
DeepPhenotypingHPO
Facilitating deep phenotyping by automating the screening of case studies & the comparison of patient similarities (through clustering). This can be used to get an understanding of the underlying pathophysiology for a rare genetic disorder.
DeterministicPhenoGraph
Subpopulation detection in high-dimensional single-cell data
EHR-Clustering-RA
Cast different EHR (electronic health record) layers to a shared latent space to identify patient subtypes
eye-in-the-sky-updated
Satellite Image Classification using semantic segmentation methods in deep learning
HotelSearchRanking
Employing datamining techniques to rank the hotels by the user's interest.
PrimerSearchTool
Tool that searches for primers.
ViralTweets
Classify the viral tweets