Kidney Function

2 papers with code • 1 benchmarks • 1 datasets

Continuous prediction of urine production in the next 2h as an average rate in ml/kg/h. The task is predicted at irregular intervals.

Datasets


Most implemented papers

Kidney segmentation in neck-to-knee body MRI of 40,000 UK Biobank participants

tarolangner/ukb_segmentation 12 Jun 2020

In this work, a pipeline for automated segmentation of parenchymal kidney volume in UK Biobank neck-to-knee body MRI is proposed.

HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU Data

ratschlab/HIRID-ICU-Benchmark NeurIPS Datasets and Benchmarks 2021

The recent success of machine learning methods applied to time series collected from Intensive Care Units (ICU) exposes the lack of standardized machine learning benchmarks for developing and comparing such methods.