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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 1–29 of 29 papers

TitleStatusHype
Robust Kidney Abnormality Segmentation: A Validation Study of an AI-Based FrameworkCode0
Testing Causal Explanations: A Case Study for Understanding the Effect of Interventions on Chronic Kidney Disease—0
Understanding eGFR Trajectories and Kidney Function Decline via Large Multimodal Models—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
Enhancing Acute Kidney Injury Prediction through Integration of Drug Features in Intensive Care Units—0
Embracing Sex-specific Differences in Engineered Kidney Models for Enhanced Biological Understanding—0
Computational modelling of peritoneal dialysis: an overview—0
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical MLCode1
Non-invasive urinary bladder volume estimation with artefact-suppressed bio-impedance measurements—0
MLC at HECKTOR 2022: The Effect and Importance of Training Data when Analyzing Cases of Head and Neck Tumors using Machine LearningCode0
Performance Analysis of Machine Learning Algorithms in Chronic Kidney Disease PredictionCode0
LIT01-196, a Metabolically Stable Apelin-17 Analog, Normalizes Blood Pressure in Hypertensive DOCA-Salt Rats via a NO Synthase-dependent Mechanism—0
Comment on "Water sources and kidney function: investigating chronic kidney disease of unknown etiology in a prospective study", by P. Vlahos et al—0
HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU DataCode1
Mathematical Modeling, In-Human Evaluation and Analysis of Volume Kinetics and Kidney Function after Burn Injury and Resuscitation—0
Learning the Regularization in DCE-MR Image Reconstruction for Functional Imaging of Kidneys—0
Development and evaluation of an Explainable Prediction Model for Chronic Kidney Disease Patients based on Ensemble Trees—0
Kidney segmentation in neck-to-knee body MRI of 40,000 UK Biobank participantsCode1
Functional Segmentation through Dynamic Mode Decomposition: Automatic Quantification of Kidney Function in DCE-MRI Images—0
Predicting Acute Kidney Injury at Hospital Re-entry Using High-dimensional Electronic Health Record Data—0
Modeling the Effects of Multiple Myeloma on Kidney Function—0
Automatic Renal Segmentation in DCE-MRI using Convolutional Neural Networks—0
Sum of previous inpatient serum creatinine measurements predicts acute kidney injury in rehospitalized patients—0
A comment on the paper Prediction of Kidney Function from Biopsy Images using Convolutional Neural Networks—0
Automated Identification of Drug-Drug Interactions in Pediatric Congestive Heart Failure Patients—0
Prediction of Kidney Function from Biopsy Images Using Convolutional Neural Networks—0
A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves—0
Global Sensitivity Analysis in a Mathematical Model of the Renal Interstitium—0
Automatic Classification of Irregularly Sampled Time Series with Unequal Lengths: A Case Study on Estimated Glomerular Filtration Rate—0
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