AIMC Topic: Hypokalemia

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Risk prediction of kalaemia disturbance and acute kidney injury after total knee arthroplasty: use of a machine learning algorithm.

Orthopaedics & traumatology, surgery & research : OTSR Jul 22, 2024
INTRODUCTION: Total knee arthroplasty (TKA) is a procedure associated with risks of electrolyte and kidney function disorders, which are rare but can lead to serious complications if not correctly identified. A routine check-up is very often carried ...
Humans Machine Learning Algorithms Retrospective Studies Acute Kidney Injury Female Risk Factors Aged Aged, 80 and over Male Middle Aged Risk Assessment Postoperative Complications Potassium Arthroplasty, Replacement, Knee Hyperkalemia Hypokalemia
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Development and validation of a deep learning model to screen hypokalemia from electrocardiogram in emergency patients.

Chinese medical journal Sep 2, 2021
BACKGROUND: A deep learning model (DLM) that enables non-invasive hypokalemia screening from an electrocardiogram (ECG) may improve the detection of this life-threatening condition. This study aimed to develop and evaluate the performance of a DLM fo...
Humans Artificial Intelligence Retrospective Studies Deep Learning Electrocardiography Hypokalemia
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[Personalized glycemic management for patients with diabetic ketoacidosis based on machine learning].

Zhonghua wei zhong bing ji jiu yi xue Jun 1, 2024
OBJECTIVE: To explore the optimal blood glucose-lowering strategies for patients with diabetic ketoacidosis (DKA) to enhance personalized treatment effects using machine learning techniques based on the United States Critical Care Medical Information...
Humans Machine Learning Precision Medicine Intensive Care Units Female Male Blood Glucose ROC Curve Diabetic Ketoacidosis Hypoglycemia Glasgow Coma Scale Hypokalemia
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