The performance of HEAR score for identification of low-risk chest pain: a systematic review and meta-analysis

MK Rad, MM Pirmoradi, A Doosti-Irani… - European Journal of …, 2022 - journals.lww.com
Chest pain is one of the most common presentations to the emergency department (ED) and
HEART score (history, ECG, age, risk factors, and cardiac troponin) is recommended for risk …

Assessing Biological Age: The Potential of ECG Evaluation Using Artificial Intelligence: JACC Family Series

F Lopez-Jimenez, S Kapa, PA Friedman… - Clinical …, 2024 - jacc.org
Biological age may be a more valuable predictor of morbidity and mortality than a person's
chronological age. Mathematical models have been used for decades to predict biological …

[HTML][HTML] Composite outcomes in clinical prediction modeling: are we trying to predict apples and oranges?

K Dash, S Goodacre, L Sutton - Annals of Emergency Medicine, 2022 - Elsevier
Composite outcomes are widely used in clinical research. Existing literature has considered
the pros and cons of composite outcomes in clinical trials, but their extensive use in clinical …

Transfer learning enables prediction of myocardial injury from continuous single-lead electrocardiography

BT Jin, R Palleti, S Shi, AY Ng, JV Quinn… - Journal of the …, 2022 - academic.oup.com
Objective Chest pain is common, and current risk-stratification methods, requiring 12-lead
electrocardiograms (ECGs) and serial biomarker assays, are static and restricted to highly …

Machine learning models for cardiovascular disease events prediction

K Tsarapatsani, AI Sakellarios… - 2022 44th Annual …, 2022 - ieeexplore.ieee.org
Cardiovascular diseases (CVDs) are among the most serious disorders leading to high
mortality rates worldwide. CVDs can be diagnosed and prevented early by identifying risk …

Identifying low-risk chest pain in the emergency department without troponin testing: a validation study of the HE-MACS and HEAR risk scores

F Todd, J Duff, E Carlton - Emergency Medicine Journal, 2022 - emj.bmj.com
Introduction Patients presenting to EDs with chest pain of possible cardiac origin represent a
substantial and challenging cohort to risk stratify. Scores such as HE-MACS (History and …

[HTML][HTML] Scoring systems for the triage and assessment of short-term cardiovascular risk in patients with acute chest pain

NP Ashburn, JC O'Neill, JP Stopyra… - Reviews in …, 2021 - ncbi.nlm.nih.gov
Acute chest pain is a common emergency department (ED) chief complaint. Evaluating
patients for acute coronary syndrome is challenging because missing the diagnosis carries …

Evaluating the performance of the HEART score in a Tanzanian emergency department

B Grisel, O Adisa, FM Sakita, TG Tarimo… - Academic …, 2024 - Wiley Online Library
Objective The HEART score successfully risk stratifies emergency department (ED) patients
with chest pain in high‐income settings. However, this tool has not been validated in low …

AgentMD: Empowering Language Agents for Risk Prediction with Large-Scale Clinical Tool Learning

Q Jin, Z Wang, Y Yang, Q Zhu, D Wright… - arXiv preprint arXiv …, 2024 - arxiv.org
Clinical calculators play a vital role in healthcare by offering accurate evidence-based
predictions for various purposes such as prognosis. Nevertheless, their widespread …

Utility of serial conventional troponin testing for emergency department patients stratified by HEART score and symptom timing

J Reyes, BA Becker, J D'Angelo, B Golden… - The American Journal of …, 2023 - Elsevier
Background The HEART score for risk stratifying chest pain patients in the emergency
department (ED) has been widely adopted in clinical practice, but is often employed with …