levrex

levrex

Geek Repo

Company:LUMC

Location:Leiden

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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.

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AppMoodPrediction

Predict the mood of the user from explicit and implicit app data

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ELISA-APP

A tool for processing ELISA Reader output, developed for the Rheumatology department at Leiden University Medical Centre.

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maui_tf2

Multi-omics Autoencoder Integration: Deep learning-based heterogenous data analysis toolkit (tf2)

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Poodle

Projecting Observations On a Deep Learned Embedding

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BreastCancerArrayPrediction

Predicting subtypes of breast cancer according to array CGH data

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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.

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DeterministicPhenoGraph

Subpopulation detection in high-dimensional single-cell data

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EHR-Clustering-RA

Cast different EHR (electronic health record) layers to a shared latent space to identify patient subtypes

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eye-in-the-sky-updated

Satellite Image Classification using semantic segmentation methods in deep learning

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HotelSearchRanking

Employing datamining techniques to rank the hotels by the user's interest.

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MUSE

MUSE is a deep learning approach characterizing tissue composition through combined analysis of morphologies and transcriptional states for spatially resolved transcriptomics data.

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PrimerSearchTool

Tool that searches for primers.

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ViralTweets

Classify the viral tweets

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