AIMC Topic: Renal Dialysis

Clear Filters Showing 61 to 70 of 116 articles

Predictive Approaches for Acute Dialysis Requirement and Death in COVID-19.

Clinical journal of the American Society of Nephrology : CJASN May 24, 2021
BACKGROUND AND OBJECTIVES: AKI treated with dialysis initiation is a common complication of coronavirus disease 2019 (COVID-19) among hospitalized patients. However, dialysis supplies and personnel are often limited.
Acute Kidney Injury SARS-CoV-2 Hospitalization Renal Dialysis Humans Machine Learning COVID-19
View on PubMed DOI

Construction data mining methods in the prediction of death in hemodialysis patients using support vector machine, neural network, logistic regression and decision tree.

Journal of preventive medicine and hygiene Apr 29, 2021
OBJECTIVES: Chronic kidney disease (CKD) is one of the main causes of morbidity and mortality worldwide. Detecting survival modifiable factors could help in prioritizing the clinical care and offers a treatment decision-making for hemodialysis patien...
Renal Insufficiency, Chronic Support Vector Machine Regression Analysis Decision Trees Humans Neural Networks, Computer Renal Dialysis Logistic Models Data Mining
View on PubMed DOI

A novel approach to dry weight adjustments for dialysis patients using machine learning.

PloS one Apr 23, 2021
BACKGROUND AND AIMS: Knowledge of the proper dry weight plays a critical role in the efficiency of dialysis and the survival of hemodialysis patients. Recently, bioimpedance spectroscopy(BIS) has been widely used for set dry weight in hemodialysis pa...
Middle Aged Renal Dialysis Adipose Tissue Kidney Failure, Chronic Creatinine Body Weight Hemoglobins Body Water Machine Learning Female Aged Male Humans Electric Impedance Serum Albumin Extracellular Space
View on PubMed DOI

Artificial Intelligence Methods for Rapid Vascular Access Aneurysm Classification in Remote or In-Person Settings.

Blood purification Apr 15, 2021
BACKGROUND: Innovations in artificial intelligence (AI) have proven to be effective contributors to high-quality health care. We examined the beneficial role AI can play in noninvasively grading vascular access aneurysms to reduce high-morbidity even...
Image Processing, Computer-Assisted Smartphone Kidney Failure, Chronic Humans Aneurysm Artificial Intelligence Diagnosis, Computer-Assisted Renal Dialysis
View on PubMed DOI

Artificial intelligence supported anemia control system (AISACS) to prevent anemia in maintenance hemodialysis patients.

International journal of medical sciences Feb 22, 2021
Anemia, for which erythropoiesis-stimulating agents (ESAs) and iron supplements (ISs) are used as preventive measures, presents important difficulties for hemodialysis patients. Nevertheless, the number of physicians able to manage such medications a...
Adult Male Decision Support Systems, Clinical Middle Aged Anemia Iron Humans Renal Dialysis Kidney Failure, Chronic Datasets as Topic Female Machine Learning Hemoglobins Hematinics Aged Retrospective Studies Aged, 80 and over Electronic Health Records
View on PubMed DOI

Leveraging Deep Learning to Improve Safety of Outpatient Hemodialysis.

Clinical journal of the American Society of Nephrology : CJASN Feb 11, 2021
Humans Deep Learning Renal Dialysis Outpatients
View on PubMed DOI

Deep Learning Model for Real-Time Prediction of Intradialytic Hypotension.

Clinical journal of the American Society of Nephrology : CJASN Feb 11, 2021
BACKGROUND AND OBJECTIVES: Intradialytic hypotension has high clinical significance. However, predicting it using conventional statistical models may be difficult because several factors have interactive and complex effects on the risk. Herein, we ap...
Forecasting Male Retrospective Studies Humans Middle Aged Deep Learning Female Computer Systems Renal Dialysis Aged Models, Theoretical Hypotension Random Allocation
View on PubMed DOI

Assessing Dry Weight of Hemodialysis Patients via Sparse Laplacian Regularized RVFL Neural Network with L-Norm.

BioMed research international Feb 4, 2021
Dry weight is the normal weight of hemodialysis patients after hemodialysis. If the amount of water in diabetes is too much (during hemodialysis), the patient will experience hypotension and shock symptoms. Therefore, the correct assessment of the pa...
Aged Adult Male Middle Aged Neural Networks, Computer Machine Learning Female Body Weight Body Weights and Measures Renal Dialysis Body Mass Index Models, Statistical Blood Pressure Humans
View on PubMed DOI

Prediction of outcomes after acute kidney injury in hospitalised patients: protocol for a systematic review.

BMJ open Dec 22, 2020
INTRODUCTION: Acute kidney injury (AKI) is common and is associated with negative long-term outcomes. Given the heterogeneity of the syndrome, the ability to predict outcomes of AKI may be beneficial towards effectively using resources and personalis...
Artificial Intelligence Acute Kidney Injury Adult Renal Dialysis Systematic Reviews as Topic Humans Meta-Analysis as Topic
View on PubMed DOI

Utilization of Deep Learning for Subphenotype Identification in Sepsis-Associated Acute Kidney Injury.

Clinical journal of the American Society of Nephrology : CJASN Oct 8, 2020
BACKGROUND AND OBJECTIVES: Sepsis-associated AKI is a heterogeneous clinical entity. We aimed to agnostically identify sepsis-associated AKI subphenotypes using deep learning on routinely collected data in electronic health records.
Bilirubin Aged Lactic Acid Male Prognosis Humans Deep Learning Acute Kidney Injury Middle Aged Phenotype Sepsis Liver Diseases Comorbidity Electronic Health Records Databases, Factual Renal Dialysis Blood Urea Nitrogen Female Leukocyte Count United States Creatinine Simplified Acute Physiology Score L-Lactate Dehydrogenase Glutamyl Aminopeptidase Alanine Transaminase
View on PubMed DOI
Popular Topics
Recent Journals