AIMC Topic: Tachycardia

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Diastolic Versus Systolic or Mean Intraoperative Hypotension as Predictive of Perioperative Myocardial Injury in a White-Box Machine-Learning Model.

Anesthesia and analgesia Feb 20, 2025
BACKGROUND: Intraoperative hypotension (IOH) and tachycardia are associated with perioperative myocardial injury (PMI), and thereby increased postoperative mortality. Patients undergoing vascular surgery are specifically at risk of developing cardiac...
Machine Learning Prospective Studies Humans Heart Rate Arterial Pressure Troponin T Hypotension Diastole Tachycardia Systole Intraoperative Complications Middle Aged Monitoring, Intraoperative Predictive Value of Tests Blood Pressure Aged Male Female Risk Factors
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Predicting vital sign deterioration with artificial intelligence or machine learning.

Journal of clinical monitoring and computing Jun 28, 2019
Intensive Care Units Tachycardia Humans Artificial Intelligence Machine Learning
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Ventricular Fibrillation and Tachycardia detection from surface ECG using time-frequency representation images as input dataset for machine learning.

Computer methods and programs in biomedicine Feb 10, 2017
BACKGROUND AND OBJECTIVE: To safely select the proper therapy for Ventricullar Fibrillation (VF) is essential to distinct it correctly from Ventricular Tachycardia (VT) and other rhythms. Provided that the required therapy would not be the same, an e...
Ventricular Fibrillation Tachycardia Electrocardiography Neural Networks, Computer Signal Processing, Computer-Assisted Support Vector Machine Humans Machine Learning Datasets as Topic
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Identifying Symptom Information in Clinical Notes Using Natural Language Processing.

Nursing research May 13, 2025
BACKGROUND: Symptoms are a core concept of nursing interest. Large-scale secondary data reuse of notes in electronic health records (EHRs) has the potential to increase the quantity and quality of symptom research. However, the symptom language used ...
Symptom Assessment Sleep Wake Disorders Vocabulary, Controlled Fatigue Tachycardia Depression Natural Language Processing Pattern Recognition, Automated Constipation Humans Electronic Health Records
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Hemodynamic Instability and Cardiovascular Events After Traumatic Brain Injury Predict Outcome After Artifact Removal With Deep Belief Network Analysis.

Journal of neurosurgical anesthesiology Oct 1, 2018
BACKGROUND: Hemodynamic instability and cardiovascular events heavily affect the prognosis of traumatic brain injury. Physiological signals are monitored to detect these events. However, the signals are often riddled with faulty readings, which jeopa...
Hemodynamics Humans Intracranial Hypotension Adolescent Brain Injuries, Traumatic Machine Learning Cerebrovascular Circulation Middle Aged Young Adult Female Predictive Value of Tests Artifacts Tachycardia Adult Male Prevalence Aged False Positive Reactions Cardiovascular Diseases
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