There are 4 repositories under uk-biobank topic.
An R package to manipulate and explore UK Biobank data
3D residual neural network that predicts age based on brain MRI images (implemented using TensorFlow 2).
As a part of COVID-19 Host Genetics Initiative, we perform the following set of analyses to better understand the genetic basis of COVID-19 susceptibility and severity.
ukbREST: efficient and streamlined data access for reproducible research of large biobanks
Functions to map between ICD-10 terms and PheCodes for UK Biobank hospital electronic health records
Prepare UK Biobank Electronic Health Record data for research
Use R to generate a database containing the UK Biobank data schemas from http://biobank.ctsu.ox.ac.uk/crystal/schema.cgi
PyTorch implementation for 2.5D U-Net segmentation of UK Biobank neck-to-knee body MRI
A flexible tool for the multi-resolution localization of causal variants across the genome, accounting for population structure.
KCL Interface to UKB Project Data on Rosalind HPC cluster
Prepare electronic medical record data from the UK Biobank for time-to-event analyses
A web interface to visualise and explore the UK Biobank
Neural Networks for Deep Regression on UK Biobank neck-to-knee body MRI
Create binary traits for UKbio using ICD/OPER/medication/self reports/age of diagnosis/visit-dates etc). The current output includes variables on history, study visit, future, time-to-first-event, episode-duration. this is a starting point to construct your favorite trait in ukb. The code was written on the go, so not super clean code..
A python CLI to setup and manage a UKB project directory
Code sets for Electronic Health Record research
Using Pre-training and Interaction Modeling for ancestry-specific disease prediction using multiomics data from the UK Biobank
Omni-supervised domain adversarial training for WM hyperintensity segmentation
Finding of increased Somatomotor-Visual functional connectivity in the UKB longitudinal cohort
Repo for "Fast Lasso Method for Large-scale and Ultrahigh-dimensional Cox Model with Applications to UK Biobank"