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Stephanie M. Helman
Observed names:
Helman, Stephanie,
S. Helman,
Stephanie Helman
Institution:
University of Pittsburgh
Observed institutions:
Children's Hospital of Philadelphia,
University of Pittsburgh,
UPMC Health System,
Children's Hospital of Pittsburgh,
University of Pittsburgh Medical Center,
University of Pennsylvania
show all 6
ORCID:
0000-0002-7264-2825
Observed ORCID:
0000-0002-7264-2825
OpenAlex ID:
A5076166319
Machine learning for ECG diagnosis and risk stratification of occlusion myocardial infarction
2023
·
Salah S. Al-Zaiti
, Christian Martin-Gill
, et al.
·
Nature Medicine
·
310
PDF
Engaging clinicians early during the development of a graphical user display of an intelligent alerting system at the bedside
2021
·
Stephanie Helman
, Martha Ann Terry
, et al.
·
International Journal of Medical Informatics
·
31
Developmental care pathway for hospitalised infants with CHD: on behalf of the Cardiac Newborn Neuroprotective Network, a Special Interest Group of the Cardiac Neurodevelopmental Outcome Collaborative
2023
·
Amy J. Lisanti
, Dorothy J. Vittner
, et al.
·
Cardiology in the Young
·
28
PDF
ECG-SMART-NET: A Deep Learning Architecture for Precise ECG Diagnosis of Occlusion Myocardial Infarction
2025
·
Nathan T. Riek
, Murat Akcakaya
, et al.
·
IEEE Transactions on Biomedical Engineering
·
25
PDF
The role of machine learning applications in diagnosing and assessing critical and non-critical CHD: a scoping review
2021
·
Stephanie M. Helman
, Elizabeth A. Herrup
, et al.
·
Cardiology in the Young
·
24
PDF
Electrocardiogram-based machine learning for risk stratification of patients with suspected acute coronary syndrome
2025
·
Zeineb Bouzid
, Ervin Sejdic
, et al.
·
European Heart Journal
·
20
PDF
Engaging Multidisciplinary Clinical Users in the Design of an Artificial Intelligence–Powered Graphical User Interface for Intensive Care Unit Instability Decision Support
2023
·
Stephanie Helman
, Martha Ann Terry
, et al.
·
Applied Clinical Informatics
·
20
PDF
Performance and limitations of automated ECG interpretation statements in patients with suspected acute coronary syndrome
2021
·
Ziad Faramand
, Stephanie Helman
, et al.
·
Journal of Electrocardiology
·
19
Just-in-Time Training for High-Risk Low-Volume Therapies
2015
·
Stephanie Helman
, Amy Jo Lisanti
, et al.
·
Journal of Nursing Care Quality
·
19
Novel ECG features and machine learning to optimize culprit lesion detection in patients with suspected acute coronary syndrome
2021
·
Zeineb Bouzid
, Ziad Faramand
, et al.
·
Journal of Electrocardiology
·
18
Reducing Ischemic Injury From Indwelling Peripheral Arterial Catheters in a Pediatric Cardiac ICU: A Quality Improvement Initiative*
2018
·
Adam C. Adler
, Stephanie Helman
, et al.
·
Pediatric Critical Care Medicine
·
11
Holding and Mobility of Pediatric Patients With Transthoracic Intracardiac Catheters
2020
·
Amy Jo Lisanti
, Stephanie Helman
, et al.
·
Critical Care Nurse
·
7
PDF
Nursing Practice With Transthoracic Intracardiac Catheters in Children: International Benchmarking Study
2019
·
Amy Jo Lisanti
, Jamie Fitzgerald
, et al.
·
American Journal of Critical Care
·
7
Your neighborhood matters: A machine‐learning approach to the geospatial and social determinants of health in 9‐1‐1 activated chest pain
2021
·
Ziad Faramand
, Mohammad Alrawashdeh
, et al.
·
Research in Nursing & Health
·
6
Implementation of a Screening, Brief Intervention, and Referral to Treatment Program Using the Electronic Medical Record in a Pediatric Trauma Center
2013
·
Chris McKenna
, Barbara Gaines
, et al.
·
Journal of Trauma Nursing
·
6
Association Between Persistent Hypothermia After Cardiopulmonary Bypass in Neonates and Odds of Serious Complications
2024
·
Stephanie M. Helman
, Susan Sereika
, et al.
·
Critical Care Explorations
·
2
1234: Medical Emergency Team Calls to Ward Patients After Down-transfer From an Icu
2021
·
Marilyn Hravnak
, Gilles Clermont
, et al.
·
Critical Care Medicine
·
1
556: User-engaged Design of a Graphical User Interface for Instability Decision Support in the Icu
2021
·
Stephanie Helman
, Martha Ann Terry
, et al.
·
Critical Care Medicine
·
1
Abstract 12262: The Role of Machine Learning-Based Decision Support Tools for Diagnosing and Assessing Congenital Heart Disease
2021
·
Stephanie Helman
, Elizabeth Herrup
, et al.
·
Circulation
·
1
Quality Over Quantity: Standardization of Pediatric HeartWare Ventricular Assist Device Dressing Changes
2018
·
Leigh Ann Difusco
, Stephanie M. Helman
·
ASAIO Journal
·
1
Trustworthy artificial intelligence in predictive medicine: cancer survival analysis using ethical-by-design and explainable artificial intelligence models
2026
·
Sajede Farahani
, Ismaeel A Siddiqui
, et al.
·
JAMIA Open
Abstract 4358321: ECG-SMART: A Clinician-Guided AI Dashboard for Occlusion Myocardial Infarction Detection in the Emergency Department
2025
·
Stephanie Helman
, Karina Kraevsky
, et al.
·
Circulation
Exploring Novel Data-Driven Clustering Methods for Uncovering Patterns in Longitudinal Neonatal Postoperative Temperature Measurements
2025
·
Stephanie M. Helman
, Nathan T. Riek
, et al.
·
Mayo Clinic Proceedings Digital Health
PDF
Machine learning for ECG diagnosis and risk stratification of occlusion myocardial infarction
2025
·
Van Dam, Peter
, Bouzid, Zeineb
, et al.
·
Carolina Digital Repository (University of North Carolina at Chapel Hill)
PDF
140: Association Between Mortality and Acute Myocardial Infarction With and Without St Elevation
2025
·
Catherine Brown
, Clifton Callaway
, et al.
·
Critical Care Medicine
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Works count:
31
Citation count:
557
H-index:
11
I10-index:
11
Year
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