Machine Learning to Assess for Acute Myocardial Infarction Within 30 Minutes.

Variations in high-sensitivity cardiac troponin I by age and sex along with various sampling times can make the evaluation for acute myocardial infarction (AMI) challenging. Machine learning integrates these variables to allow a more accurate evaluation for possible AMI. The goal was to test the diagnostic and prognostic utility of a machine learning algorithm in the evaluation of possible AMI.

The role of cardiac testing with the 0/1-hour high-sensitivity cardiac troponin algorithm evaluating for acute myocardial infarction.

Background: The role of cardiac testing in the 3 zones (rule-out, observation, and rule-in) of the 0/1-hour algorithm to evaluate for acute myocardial infarction (AMI) has not been well studied. This study evaluated the 0/1-hour algorithm with a high-sensitivity cardiac troponin (hs-cTnI) assay and investigated cardiac testing in the 3 zones.

Methods: Patients (n = 552) at a single urban center were enrolled if they were evaluated for AMI.

Baseline High Sensitivity Cardiac Troponin I Level Below Limit of Quantitation Rules Out Acute Myocardial Infarction in the Emergency Department.

The objective of our study was to determine the utility of a baseline high sensitivity cardiac troponin (hs-cTnI) value below the limit of quantitation to rule-out acute myocardial infarction (AMI) in patients presenting to the emergency department (ED) with any suspicious symptoms of a cardiac etiology. We enrolled subjects presenting to the ED with symptoms suspicious for AMI. Blood specimens were collected within 1 hour after a triage electrocardiogram.

Is Duration of Symptoms Predictive of Acute Myocardial Infarction?

Patient interviews regarding the duration of symptoms are commonly conducted when evaluating a patient with possible acute myocardial infarction (AMI) and are believed to distinguish between AMI and non-AMI symptoms. In a single center, 569 patients evaluated in the emergency department (ED) for possible AMI from May 2013 to April 2015 were prospectively studied. Patients in the ED were asked by trained research personnel about the duration of their predominant symptom.

Ultrarapid Rule-out for Acute Myocardial Infarction Using the Generation 5 Cardiac Troponin T Assay: Results From the REACTION-US Study.

Study Objective: We determine how well a new Food and Drug Administration-approved single cardiac troponin T (cTnT) Generation 5 baseline measurement below the level of quantification (6 ng/L) and a novel study-derived baseline and 30-minute cTnT Generation 5 algorithm might adequately exclude acute myocardial infarction in patients with suspected acute coronary syndrome in a US emergency department (ED).

Methods: Patients presenting with any symptoms suspicious for acute coronary syndrome were enrolled at a single US ED. Baseline and 30-minute blood samples were obtained and cTnT Generation 5 levels were later batch analyzed in an independent core laboratory.

Differentiating type 1 and 2 acute myocardial infarctions using the N-terminal pro B-type natriuretic peptide/cardiac troponin T ratio.

Purpose: Differentiation of type 1 (T1MI) from type 2 myocardial infarction (T2MI) is important as recommended treatments for each differ. Patients with T2MI may have more/earlier cardiac wall stress resulting in an increased N-terminal pro B-type natriuretic peptide (NT-proBNP)/cTnT generation 5 ratio (cTnT Gen 5).

Methods: Emergency Department (ED) patients presenting with symptoms suspicious for acute coronary syndrome (ACS) were enrolled from 2013 to 2015.

The utility of the triage electrocardiogram for the detection of ST-segment elevation myocardial infarction.

Introduction: Current AHA/ACC guidelines on the management of ST-elevation myocardial infarction (STEMI) suggest that an ECG is indicated within 10minutes of arrival for patients arriving to the Emergency Department (ED) with symptoms concerning for STEMI. In response, there has been a creep towards performing ECGs more frequently in triage. The objectives of this study were to quantify the number of triage ECGs performed at our institution, assess the proportion of ECGs performed within current hospital guidelines, and evaluate the rate of STEMI detection in triage ECGs.

Hemodynamic characteristics of suspected stroke in the emergency department.

Background: Systemic hemodynamic characteristics of patients with suspected acute ischemic stroke are poorly described. The objective of this study was to identify baseline hemodynamic characteristics of emergency department (ED) patients with suspected acute stroke.

Methods: This was a planned analysis of the stroke cohort from a multicenter registry of hemodynamic profiling of ED patients.

Presenting phenotypes of acute heart failure patients in the ED: Identification and implications.

Background: There is little known about the baseline hemodynamic (HD) profiles (beyond pulse/blood pressure) of patients presenting to the Emergency department (ED) with acute heart failure (AHF). Assessing these baseline parameters could help differentiate underlying HD phenotypes which could be used to develop specific phenotypic specific approaches to patient care.

Methods: Patients with suspected AHF were enrolled in the PREMIUM (Prognostic Hemodynamic Profiling in the Acutely Ill Emergency Department Patient) multinational registry and continuous HD monitoring was initiated on ED presentation using noninvasive finger cuff technology (Nexfin, BMEYE, Edwards Lifesciences, Irvine, California).

Presenting hemodynamic phenotypes in ED patients with confirmed sepsis.

Objectives: To derive distinct clusters of septic emergency department (ED) patients based on their presenting noninvasive hemodynamic (HD) measurements and to determine if any clinical parameters could identify these groups.

Methods: Prospective, observational, convenience study of individuals with confirmed systemic infection. Presenting, pretreatment noninvasive HD parameters were compiled using Nexfin (Bmeye/Edwards LifeSciences) from 127 cases.

Noninvasive hemodynamic monitoring in emergency patients with suspected heart failure, sepsis and stroke: the PREMIUM registry.

Introduction: Noninvasive hemodynamic (HD) assessments in the emergency department (ED) might assist in the diagnosis, therapeutic plan development and risk stratification of acutely ill patients. This multinational observational study was designed to initiate noninvasive HD measurements prior to any ED patient therapeutic interventions and broadly evaluate them for potential diagnostic, therapeutic and predictive value.

Methods: We enrolled patients with suspected acute heart failure (AHF), sepsis or stroke.

Continuous hemodynamic monitoring in acute stroke: an exploratory analysis.

Introduction: Non-invasive, continuous hemodynamic monitoring is entering the clinical arena. The primary objective of this study was to test the feasibility of such monitoring in a pilot sample of Emergency Department (ED) stroke patients. Secondary objectives included analysis of hemodynamic variability and correlation of continuous blood pressure measurements with standard measurements.

Noninvasive continuous or intermittent blood pressure and heart rate patient monitoring in the ED.

Objective: Continuous invasive blood pressure (BP) and heart rate (HR) monitoring in the emergency department (ED) is valuable in managing critically ill patients. Novel noninvasive finger cuff technology allows this same uninterrupted monitoring for almost any individual. This exploratory study compares ED noninvasive continuous to intermittent measurements of these variables.

The inability of emergency physicians to adequately clinically estimate the underlying hemodynamic profiles of acutely ill patients.

Objective: Emergency physicians (EPs) estimate the underlying hemodynamics of acutely ill patients and use them to help both diagnose and formulate a treatment plan. This trial compared the EP clinically derived estimates of cardiac output (CO) and systemic vascular resistance (SVR) to those measured noninvasively.

Methods: Forty acutely ill emergency department patients with a broad range of diagnosis and blood pressure (BP) and pulse were monitored for 2 hours using novel noninvasive finger cuff technology (Nexfin; BMEYE, Amsterdam, The Netherlands).