Machine learning to optimize use of natriuretic peptides in the diagnosis of acute heart failure
Published by
European Heart Journal: Acute Cardiovascular Care
Summary
journal-article
Dimitrios Doudesis
About
Work
University of Edinburgh
United Kingdom of Great Britain and Northern Ireland
The University of Edinburgh
|Postdoctoral Researcher
United Kingdom of Great Britain and Northern Ireland
→
The University of Edinburgh
|Teaching Assistant/Tutor
United Kingdom of Great Britain and Northern Ireland
→
The University of Edinburgh
|Research Assistant
United Kingdom of Great Britain and Northern Ireland
→
PREDICTA S.A (former SPSS BI GREECE S.A)
|Data Analyst
Greece
→
Education
The University of Edinburgh
United Kingdom of Great Britain and Northern Ireland
→
Philosophy Doctor (PhD)
University of Southampton
United Kingdom of Great Britain and Northern Ireland
→
Master’s degree
Athens University of Economics and Business
Greece
→
Bachelor’s degree
Publications
Controversy in Hypertension: Pro-Side of the Argument Using Artificial Intelligence for Hypertension Diagnosis and Management
Published by
Hypertension
Summary
journal-article
Application of the Universal Definition of Myocardial Infarction in Clinical Practice in Scotland and Sweden
Published by
JAMA network open
Summary
journal-article
Risk scores and coronary artery disease in patients with suspected acute coronary syndrome and intermediate cardiac troponin concentrations
Summary
preprint
Machine Learning for Myocardial Infarction Compared With Guideline-Recommended Diagnostic Pathways
Published by
Circulation
Summary
journal-article
Machine learning for myocardial infarction compared to guideline recommended diagnostic pathways
Published by
Circulation
Summary
journal-article
Understanding quantity and intensity of hospital rehabilitation using electronic health record data
Summary
preprint
Sex Differences in Oral Anticoagulation Therapy in Patients Hospitalized With Atrial Fibrillation: A Nationwide Cohort Study
Published by
Journal of the American Heart Association
Summary
journal-article
Troponin in early presenters to rule out myocardial infarction
Published by
European Heart Journal
Summary
journal-article
Implementation of high-sensitivity cardiac troponin and risk of myocardial infarction or death at 5 years: stepped-wedge, cluster-randomised controlled trial
Published by
The BMJ
Summary
journal-article
Personalized diagnosis in suspected myocardial infarction
Published by
Clinical Research in Cardiology
Summary
journal-article
Machine learning for diagnosis of myocardial infarction using cardiac troponin concentrations
Published by
Nature Medicine
Summary
journal-article
Machine learning for diagnosis of myocardial infarction using cardiac troponin concentrations
Published by
Nature Medicine
Summary
journal-article
Development and validation of a decision support tool for the diagnosis of acute heart failure: systematic review, meta-analysis, and modelling study.
Published by
BMJ (Clinical research ed.)
Summary
journal-article
Influence of Age on the Diagnosis of Myocardial Infarction
Published by
Circulation
Summary
journal-article
Assessment of Oxygen Supply-Demand Imbalance and Outcomes Among Patients With Type 2 Myocardial Infarction: A Secondary Analysis of the High-STEACS Cluster Randomized Clinical Trial.
Published by
JAMA network open
Summary
journal-article
Validation of the myocardial-ischaemic-injury-index machine learning algorithm to guide the diagnosis of myocardial infarction in a heterogenous population: a prespecified exploratory analysis.
Published by
The Lancet. Digital health
Summary
journal-article
Data science in undergraduate medicine: Course overview and student perspectives.
Published by
International journal of medical informatics
Summary
journal-article
Troponin-Guided Coronary Computed Tomographic Angiography After Exclusion of Myocardial Infarction.
Published by
Journal of the American College of Cardiology
Summary
journal-article
Cardiac Troponin Thresholds and Kinetics to Differentiate Myocardial Injury and Myocardial Infarction
Published by
Circulation
Summary
journal-article
Duration of dual antiplatelet therapy and stability of coronary heart disease: a 60 000-patient meta-analysis of randomised controlled trials.
Published by
Open heart
Summary
journal-article
Duration of dual antiplatelet therapy and stability of coronary heart disease
Published by
Open heart
Summary
journal-article
Diagnostic performance of the combined nasal and throat swab in patients admitted to hospital with suspected COVID-19.
Published by
BMC infectious diseases
Summary
journal-article
High-Sensitivity Cardiac Troponin on Presentation to Rule Out Myocardial Infarction: A Stepped-Wedge Cluster Randomized Controlled Trial.
Published by
Circulation
Summary
journal-article
Adverse health effects associated with household air pollution: a systematic review, meta-analysis, and burden estimation study.
Published by
The Lancet. Global health
Summary
journal-article
Adverse health effects associated with household air pollution: a systematic review, meta-analysis, and burden estimation study.
Published by
The Lancet. Global health
Summary
journal-article
Diagnostic performance of the combined nasal and throat swab in patients admitted to hospital with suspected COVID-19
Summary
preprint
A data-driven typology of asthma medication adherence using cluster analysis.
Published by
Scientific reports
Summary
journal-article
A data-driven typology of asthma medication adherence using cluster analysis.
Published by
Scientific reports
Summary
journal-article
Data-Driven Insights towards Risk Assessment of Postpartum Depression
Published by
Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies
Summary
other
Data-Driven Insights towards Risk Assessment of Postpartum Depression
Summary
conference-abstract