Kidney Function
5 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.
Benchmarks
These leaderboards are used to track progress in Kidney Function
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HiRID
Most implemented papers
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML
rvandewater/yaib
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Datasets and code are not always published, and cohort definitions, preprocessing pipelines, and training setups are difficult to reproduce.
Kidney segmentation in neck-to-knee body MRI of 40,000 UK Biobank participants
tarolangner/ukb_segmentation
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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
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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.
Performance Analysis of Machine Learning Algorithms in Chronic Kidney Disease Prediction
Kidneys are the filter of the human body.
MLC at HECKTOR 2022: The Effect and Importance of Training Data when Analyzing Cases of Head and Neck Tumors using Machine Learning
vlbthambawita/hecktor_2022_mlc
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We proposed two approaches; one using only the CT scans to make predictions and another using a combination of the CT and PET scans.
