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Transformers for cardiac patient mortality risk prediction from heterogeneous electronic health records

Scientific reports, 2023-03, Vol.13 (1), p.3517-3517, Article 3517

2023

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Risk Factors for Ischemic Stroke After Acute Coronary Syndrome

Journal of the American Heart Association, 2023-07, Vol.12 (14), p.e028787-e028787

2023

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Transcatheter and surgical aortic valve replacement in patients with bicuspid aortic valve

Clinical research in cardiology, 2021-03, Vol.110 (3), p.429-439

2021

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The high-risk ECG pattern of ST-elevation myocardial infarction: A substudy of the randomized trial of primary PCI with or without routine manual thrombectomy (TOTAL trial)

International journal of cardiology, 2020-11, Vol.319, p.40-45

2020

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Genetic testing for familial hypercholesterolemia in a Finnish cohort of patients with premature coronary artery disease and elevated LDL-C levels

Frontiers in cardiovascular medicine, 2024-07, Vol.11, p.1433042

2024

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Role of an automated screening tool for familial hypercholesterolemia in patients with premature coronary artery disease

Atherosclerosis plus, 2022-04, Vol.48, p.1-7

2022

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Comparison of Survival of Transfemoral Transcatheter Aortic Valve Implantation Versus Surgical Aortic Valve Replacement for Aortic Stenosis in Low-Risk Patients Without Coronary Artery Disease

The American journal of cardiology, 2020-02, Vol.125 (4), p.589-596

2020

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The prognostic significance of the electrical QRS axis on long-term mortality in acute coronary syndrome patients - The TACOS study

Journal of electrocardiology, 2022-07, Vol.73, p.22-28

2022

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Subtype of atrial fibrillation and the outcome of transcatheter aortic valve replacement: The FinnValve Study

PloS one, 2020-09, Vol.15 (9), p.e0238953-e0238953

2020

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The Effect of Atrial Fibrillation on the Long-Term Mortality of Patients with Acute Coronary Syndrome: The TACOS Study

Cardiology, 2021-07, Vol.146 (4), p.508-516

2021

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Electrocardiogram patterns in acute left main coronary artery occlusion

Journal of electrocardiology, 2008-11, Vol.41 (6), p.626-629

2008

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Acute Kidney Injury Following Aortic Valve Replacement in Patients Without Chronic Kidney Disease

Canadian journal of cardiology, 2021-01, Vol.37 (1), p.37-46

2021

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Poor long-term outcome in acute coronary syndrome in a real-life setting: Ten-year outcome of the TACOS study

Cardiology journal, 2021, Vol.28 (2), p.302-311

2021

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Prevalence and long-term prognostic implications of prolonged QRS duration in left ventricular hypertrophy: a population-based observational cohort study

BMJ open, 2022-02, Vol.12 (2), p.e053477-e053477

2022

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Blood Transfusion and Outcome After Transfemoral Transcatheter Aortic Valve Replacement

Journal of cardiothoracic and vascular anesthesia, 2019-11, Vol.33 (11), p.2949-2959

2019

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Transcatheter and surgical aortic valve replacement in patients with left ventricular dysfunction

Journal of cardiothoracic surgery, 2022-12, Vol.17 (1), p.322-322, Article 322

2022

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Electrocardiographic classification of acute coronary syndromes: a review by a committee of the International Society for Holter and Non-Invasive Electrocardiology

Journal of electrocardiology, 2010-03, Vol.43 (2), p.91-103

2010

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Long-term outcome of pre-specified ECG patterns in acute coronary syndrome

Journal of electrocardiology, 2020-09, Vol.62, p.178-183

2020

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Genetic Variants on Chromosome 1p13.3 Are Associated with Non-ST Elevation Myocardial Infarction and the Expression of DRAM2 in the Finnish Population

PloS one, 2015-10, Vol.10 (10), p.e0140576-e0140576

2015

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The prognostic significance of a positive or isoelectric T wave in lead aVR in patients with acute coronary syndrome and ischemic ECG changes in the presenting ECG - Long-term follow-up data of the TACOS study

Journal of electrocardiology, 2020-05, Vol.60, p.131-137

2020

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Early clinical outcome of aortic transcatheter valve-in-valve implantation in the Nordic countries

The Journal of thoracic and cardiovascular surgery, 2013-11, Vol.146 (5), p.1047-1054

2013

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Updated Electrocardiographic Classification of Acute Coronary Syndromes

Current cardiology reviews, 2014-08, Vol.10 (3), p.229-236

2014

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Prognosis and disease progression in patients under 50 years old undergoing PCI: The CRAGS (Coronary aRtery diseAse in younG adultS) study

Atherosclerosis, 2014-08, Vol.235 (2), p.483-487

2014

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Dynamic electrocardiogram changes in acute ST-elevation myocardial infarction

Journal of electrocardiology, 2011-03, Vol.44 (2), p.e23-e23

Eskola, Markku J

2011

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Transformers for cardiac patient mortality risk prediction from heterogeneous electronic health records

Risk Factors for Ischemic Stroke After Acute Coronary Syndrome

Transcatheter and surgical aortic valve replacement in patients with bicuspid aortic valve

The high-risk ECG pattern of ST-elevation myocardial infarction: A substudy of the randomized trial of primary PCI with or without routine manual thrombectomy (TOTAL trial)

Genetic testing for familial hypercholesterolemia in a Finnish cohort of patients with premature coronary artery disease and elevated LDL-C levels

Role of an automated screening tool for familial hypercholesterolemia in patients with premature coronary artery disease

Comparison of Survival of Transfemoral Transcatheter Aortic Valve Implantation Versus Surgical Aortic Valve Replacement for Aortic Stenosis in Low-Risk Patients Without Coronary Artery Disease

The prognostic significance of the electrical QRS axis on long-term mortality in acute coronary syndrome patients - The TACOS study

Subtype of atrial fibrillation and the outcome of transcatheter aortic valve replacement: The FinnValve Study

The Effect of Atrial Fibrillation on the Long-Term Mortality of Patients with Acute Coronary Syndrome: The TACOS Study

Electrocardiogram patterns in acute left main coronary artery occlusion

Acute Kidney Injury Following Aortic Valve Replacement in Patients Without Chronic Kidney Disease

Poor long-term outcome in acute coronary syndrome in a real-life setting: Ten-year outcome of the TACOS study

Prevalence and long-term prognostic implications of prolonged QRS duration in left ventricular hypertrophy: a population-based observational cohort study

Blood Transfusion and Outcome After Transfemoral Transcatheter Aortic Valve Replacement

Transcatheter and surgical aortic valve replacement in patients with left ventricular dysfunction

Randomised comparison of provisional side branch stenting versus a two-stent strategy for treatment of true coronary bifurcation lesions involving a large side branch: the Nordic-Baltic Bifurcation Study IV

Electrocardiographic classification of acute coronary syndromes: a review by a committee of the International Society for Holter and Non-Invasive Electrocardiology

Long-term outcome of pre-specified ECG patterns in acute coronary syndrome

Genetic Variants on Chromosome 1p13.3 Are Associated with Non-ST Elevation Myocardial Infarction and the Expression of DRAM2 in the Finnish Population

The prognostic significance of a positive or isoelectric T wave in lead aVR in patients with acute coronary syndrome and ischemic ECG changes in the presenting ECG - Long-term follow-up data of the TACOS study

Early clinical outcome of aortic transcatheter valve-in-valve implantation in the Nordic countries

Updated Electrocardiographic Classification of Acute Coronary Syndromes

Prognosis and disease progression in patients under 50 years old undergoing PCI: The CRAGS (Coronary aRtery diseAse in younG adultS) study

Dynamic electrocardiogram changes in acute ST-elevation myocardial infarction

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