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Kidney Function

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

Papers

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Showing 1–10 of 29 papers

TitleStatusHype
HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU DataCode1
Kidney segmentation in neck-to-knee body MRI of 40,000 UK Biobank participantsCode1
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical MLCode1
Performance Analysis of Machine Learning Algorithms in Chronic Kidney Disease PredictionCode0
Robust Kidney Abnormality Segmentation: A Validation Study of an AI-Based FrameworkCode0
MLC at HECKTOR 2022: The Effect and Importance of Training Data when Analyzing Cases of Head and Neck Tumors using Machine LearningCode0
Automatic Renal Segmentation in DCE-MRI using Convolutional Neural Networks—0
Automatic Classification of Irregularly Sampled Time Series with Unequal Lengths: A Case Study on Estimated Glomerular Filtration Rate—0
Adaptive Local Binary Pattern: A Novel Feature Descriptor for Enhanced Analysis of Kidney Abnormalities in CT Scan Images using ensemble based Machine Learning Approach—0
Embracing Sex-specific Differences in Engineered Kidney Models for Enhanced Biological Understanding—0
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