Tamás Ferenci

Tamás Ferenci
Obuda University · John von Neumann Faculty of Informatics

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188
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Publications

Publications (188)
Article
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Purpose Favipiravir has been used in the therapy of COVID-19, including patients with mild to moderate symptoms in certain countries. The aim of our systematic review and meta-analysis was to investigate its efficacy and safety in mild-to-moderate COVID-19 infections. Methods The PubMed, Embase, Web of Science, and Cochrane databases were systemat...
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Bevezetés: A cardiovascularis betegségek szekunder prevenciójában kiemelkedő szerepet játszanak a sztatinok. Az akut myocardialis infarktust követően az „evidence-based” gyógyszeres terápia egyik meghatározó eleme a sztatinkezelés. Célkitűzés: A szerzők célja a sztatinterápia ötéves perzisztenciájának vizsgálata és az egyes hatóanyagok terápiahűség...
Preprint
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Introduction: Left atrial (LA) lesion size, function and tissue damage have not been compared following pulmonary vein isolation (PVI) by high-power short-duration (HPSD) radiofrequency (RF) and second-generation cryoballoon (CB2) ablation. Methods: We enrolled 40 patients with paroxysmal atrial fibrillation who underwent PVI by HPSD RF (n=21) or C...
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Several studies have shown that Momordica charantia L. (Cucurbitaceae, bitter melon) has beneficial effects on metabolic syndrome (MetS) parameters and exerts antidiabetic, anti-hyperlipidemic, and anti-obesity activities. Since the findings of these studies are contradictory, the goal of this systematic review and meta-analysis was to assess the e...
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Citation: Szabó, É.; Csölle, I.; Felső, R.; Kuellenberg de Gaudry, D.; Nyakundi, P.N.; Ibrahim, K.; Metzendorf, M.-I.; Ferenci, T.; Lohner, S. Benefits and Harms of Edible Vegetable Oils and Fats Fortified with Abstract: This systematic review aims to assess whether edible vegetable oils and fats fortified with vitamin A and/or D are effective and...
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Background: Cardiac allograft vasculopathy (CAV) is a leading cause of death and retransplantation following heart transplantation (HTX). Surveillance angiography performed yearly is indicated for the early detection of the disease, but it remains of limited sensitivity. Methods: We performed bolus thermodilution-based coronary flow reserve (CFR...
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Background The World Health Organization (WHO)’s excess mortality estimates presented in May 2022 stirred controversy, due in part to the high estimate provided for Germany, which was later attributed to the spline model used. This paper aims to reproduce the problem using synthetic datasets, thus allowing the investigation of its sensitivity to pa...
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Introduction: Various fixed combinations of antihypertensive agents are highlighted in European and Hungarian hypertension guidelines. A renin-angiotensin-aldosterone system antagonist (RAAS inhibitor) in combination with calcium channel blockers (CCBs) or diuretics are recommended as the first step in antihypertensive therapy. Objectives: The a...
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Introduction: During COVID-19 pandemic, a high mortality rate (20-60%) of patients admitted to intensive care unit has been observed. Identification of risk factors can support the understanding of disease pathophysiology and the recognition of vulnerable patients, prognostication and selection of appropriate treatment. Objective: Beyond charact...
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Background: Literature confirms that the Global Registry of Acute Coronary Events (GRACE) risk score provides a better risk evaluation than clinical judgment in patients with acute myocardial infarction. We aimed to externally validate the GRACE risk score in unselected patients with myocardial infarction in Hungary. Methods: Data from the compr...
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Purpose The purpose of the present study was to find the independent predictors of Fractional Flow Reserve (FFR) measured immediately after percutaneous coronary intervention with drug-eluting stent implantation (post-PCI FFR) and investigate if applying vessel-specific post-PCI FFR cut-off values to predict target vessel failure (TVF), a composite...
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Chemotherapy optimization based on mathematical models is a promising direction of personalized medicine. Personalizing, thus optimizing treatments, may have multiple advantages, from fewer side effects to lower costs. However, personalization is a complicated process in practice. We discuss a mathematical model of tumor growth and therapy optimiza...
Article
A Nemzeti Szívinfarktus Regiszter program országos indulását követő 9 évben 53 982 ST-elevációval járó infarktusos (STEMI) beteg adatát rögzítették. A betegek 80,9%-a invazív centrumba került, 68,6% primer transzporttal. A katéteres érmegnyitás (PCI) aránya éves bontásban 83–89% között változott. Trombolízis a betegek kevesebb, mint 1%-ánál történt...
Preprint
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Purpose The purpose of the present study was to find the independent predictors of Fractional Flow Reserve (FFR) measured immediately after percutaneous coronary intervention with drug eluting stent implantation (post-PCI FFR) and investigate if applying vessel-specific post-PCI FFR cut-off values to predict target vessel failure (TVF), a composite...
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Background: In the hypertensive population, the peripheral arterial disease (PAD) is considered one of the target organ damages. Ankle-brachial index (ABI) measurement represents the widely accepted clinical method that may objectively detect the presence of PAD. The study aimed to assess how PAD revealed by ABI predicts mortality in patients with...
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Several studies have reported the waning effectiveness of COVID-19 vaccines. This study aims to demonstrate the applicability of the screening method for estimating vaccine effectiveness (VE) in a pandemic. We report VE in Hungary, estimated with the screening method, in 2021, covering a period of Alpha and the Delta variant, including the booster...
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This randomized study aims to compare the left atrial (LA) lesion size, function, and tissue damage following pulmonary vein isolation (PVI) by high-power short-duration (HPSD) radiofrequency (RF) and second-generation cryoballoon (CB2) ablation. We enrolled 40 patients with paroxysmal atrial fibrillation who underwent PVI by HPSD RF (n = 21) or CB...
Article
Background: We evaluate the prognostic value of measuring fractional flow reserve (FFR) after percutaneous coronary intervention (post-PCI FFR) and intravascular imaging in patients undergoing PCI for three-vessel coronary artery disease (CAD) in the FAME 3 trial. Methods: The FAME 3 trial is a multicenter, international, randomized study comparing...
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Background IDegLira is a fixed-ratio combination of insulin degludec and liraglutide with proven efficacy against simpler regimens and non-inferiority against basal-bolus insulin therapy. However, the evaluation of its real-world effectiveness is hindered by technical issues and requires further exploration. Thus we aimed to compare effectiveness o...
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Egy járvány során a járvánnyal összefüggésben jelentett, illetve a járványos megbetegedésnek tulajdonított halálozás függhet a tesztelési aktivitástól és a haláloki besorolásra alkalmazott definíciótól. Ettől a torzítástól mentes a többlethalálozás, azaz a múltbeli adatok alapján előrejelzett, és a tényleges halálozás különbsége, azon az áron, hogy...
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A tanulmány a rutinszerűen gyűjtött surveillance adatok feldolgozásával bemutatja a COVID-19 ellen oltottak és nem oltottak relatív morbiditási és mortalitási kockázatát, és az alapimmunizálással és emlékeztető oltással potenciálisan megelőzhető COVID-19-cel összefüggő halálesetek számát az oltatlanok körében 2021. 33-2022. 05. hete között. A telje...
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Background Data from primary care regarding the prevalence of symptoms of depression and anxiety, and their effect on glycemic control among people with diabetes is lacking in Hungary. The recently introduced Patient Health Record (PHR) requires family doctors to screen for depressive symptoms. Objectives We aimed to investigate the prevalence of...
Preprint
Background The World Health Organization’s excess mortality estimates presented in May 2022 stirred controversy, one point of which was the high estimate for Germany, later attributed to the used spline-model. This paper aims to reproduce the problem using synthetic datasets, thus allowing the investigation of its sensitivity to parameters, both of...
Article
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Background Data on how differences in risk-factors, treatments and outcomes differ between sexes in European countries are scarce. We aimed to study sex-related differences regarding baseline characteristics, in-hospital managements, and mortality of ST elevation myocardial infarction (STEMI) patients in different European countries. Methods Patie...
Article
Background: Appropriate feeding of infants and young children is essential for healthy growth and the prevention of stunting, wasting, and overweight. We aimed to assess the beneficial versus harmful effects of providing fortified complementary foods to children in the complementary feeding period. Methods: In this systematic review and meta-ana...
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Cancer therapy optimization is an issue that can be solved using the control engineering approach. An optimal therapy generation algorithm is presented and tested using a tractable mouse model of breast cancer. The optimized therapeutic protocol is calculated in a closed-loop manner at fixed time instants, twice in a week. The controller consists o...
Article
Introduction: In patients who have survived myocardial infarction, platelet aggregation inhibitor (TAG) treatment plays an important role in preventing recurrent ischemic events. Objective: to investigate the proportion of patients who received aspirin, clopidogrel, prasugrel and ticagrelor during the hospitalization and the proportion of patients...
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Background: Lower limb major amputations represent a substantial public health burden in Hungary, where previous research revealed markedly high rates with significant spatial variations. Therefore, we aimed to assess to what extent healthcare and socio-economic factors in the local environment explain the regional disparity. Patients and methods:...
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Background Healthy life expectancy (HLE) is becoming an important indicator of population health. While actuarial estimates of HLE are frequently studied, there is scarcity of research on the subjective expectations of people about their HLE. The objective of this study is to compare actuarial and subjective HLE (sHLE) estimates in the ≥50-year-old...
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Objectives Assessment of variations in utilising lower extremity open and endovascular surgery (LEOPEN and LEENDO) across small geographic areas in Hungary from 2013 to 2017. Introduction of a new metric giving a rough estimate of unwarranted clinical variation in revascularisation practice. Design A retrospective analysis. Materials Healthcare a...
Preprint
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Several studies have reported a waning of the effectiveness of COVID-19 vaccines. We report real-life vaccine effectiveness in Hungary, estimated with the screening method, in 2021, i.e., covering the dominance of both the Alpha and the Delta variant, and including the booster roll-out. Hungary is in the unique position to use six different vaccine...
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Background Limited information is available on the effectiveness of the BBIBP-CorV (Sinopharm, Beijing CNBG) vaccine, especially in the elderly, despite the fact that it is approved in more than 50 countries. Methods RBD-specific antibody titres, as a rapidly available and highly predictive surrogate marker, were measured after two doses of the BB...
Article
A vérnyomáscsökkentő terápiában a családorvosi gyakorlatban megmutatkozó eltérések elemzése érdekében 2543 családorvos bevonásával online kérdőíves felmérést végeztünk különböző karakterisztikájú – esendőség, SBP és CVD tekintetében –, nagyon idős (80 évesnél idősebb) betegek körében. Arra is kerestük a választ, hogy mennyire befolyásolja a kezelés...
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In the era of novel psychoactive substances (NPS), the internet became a relevant source of information and purchase for those who consume psychoactive drugs. Parallelly, a growing body of research aim to utilize web search metrics (most commonly by relying on Google Trends data) in the prediction of substance use-related trends, including epidemio...
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Objective Characterizing blood glucose curves and providing precise patient level risk assessment of hyperglycemia using extreme value statistics and comparing these assessments with traditional indicators of glycemic variability which are not designed to specifically capture the risk of hyperglycemia. Research Design and Methods One year return l...
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Background Alternative methods could be used to enhance the monitoring and forecasting of re-emerging conditions such as pertussis. Here, whether data on the volume of Internet searching on pertussis could complement traditional modeling based solely on reported case numbers was assessed. Methods SARIMA models were fitted to describe reported week...
Article
Introduction Women receive less evidence-based care than men and have higher mortality after myocardial infarctions than men. But it is not known how the gender difference in risk factors, treatments and outcomes differs between European countries. Purpose In order to investigate the gender differences in European countries with different economic...
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Prognosis of supraventricular tachycardias in neonates and infants is thought to be excellent with rare fatal outcomes. Nevertheless, initial management can be challenging. The aim of this study was to perform a retrospective analysis in neonates/infants with non-pos-toperative supraventricular tachycardias regarding risk factors for clinical outco...
Preprint
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Background: Limited information is available on the effectiveness of the BBIBP-CorV (Sinopharm, Beijing CNBG) vaccine, especially in the elderly, despite the fact that it is approved in more than 50 countries. Methods: Virus neutralizing antibody titres, as a rapidly available but highly predictive surrogate marker, were measured after two doses of...
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Aim Out-of-hospital cardiac arrest (OHCA) is a severe complication of myocardial infarction. Literature data on the incidence of OHCA are inconsistent, and population-level data are incomplete. Methods Based on the Hungarian Myocardial Infarction Registry, the incidence of OHCA and its 30-day and 1-year mortality, as well as the significance of fa...
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The burden of an epidemic is often characterized by death counts, but this can be misleading as it fails to acknowledge the age of the deceased patients. Years of life lost is therefore widely used as a more relevant metric, however, such calculations in the context of COVID-19 are all biased upwards: patients dying from COVID-19 are typically mult...
Preprint
Full-text available
The burden of an epidemic is often characterized by death counts, but this can be misleading as it fails to acknowledge the age of the deceased patients. Years of life lost is therefore widely used as a more relevant metric, however, such calculations in the context of COVID-19 are all biased upwards: patients dying from COVID-19 are typically mult...
Article
In a recent systematic review, we investigated the medium‐ and long‐term effects of non‐nutritive sweeteners (NNS) in people with diabetes mellitus. We included randomised controlled trials (RCTs) with a duration of four weeks or more comparing any type of NNS with usual diet, no intervention, placebo, water, a different NNS, or a nutritive sweeten...
Article
Összefoglaló. Bevezetés: A heveny szívinfarktus gyakoriságának és halálozásának napi és szezonális ingadozása fontos epidemiológiai adat, régóta kutatás tárgya. Célkitűzés: A szívinfarktus gyakoriságának, az általa okozott halálozásnak diurnalis és szezonális vizsgálata nagy esetszámú, válogatás nélküli betegcsoport adatainak elemzésével. Módszer:...
Article
Aim Describe the characteristics, management and outcomes of hospitalized ST-segment elevation myocardial infarction (STEMI) patients according to national ongoing myocardial infarction registries in Estonia, Hungary, Norway and Sweden. Methods and Results Country-level aggregated data was used to study baseline characteristics, use of in-hospital...
Article
Aims: To study baseline characteristics, in-hospital managements and mortality of non-ST elevation MI (NSTEMI) patients in different European countries. Methods and results: NSTEMI patients enrolled in the national MI registries (EMIR; n = 5,817 (Estonia), HUMIR; n = 30,787 (Hungary), NORMI; n = 33,054 (Norway) and SWEDEHEART; n = 49,533 (Sweden...
Preprint
Recurrent graph convolutional neural networks are highly effective machine learning techniques for spatiotemporal signal processing. Newly proposed graph neural network architectures are repetitively evaluated on standard tasks such as traffic or weather forecasting. In this paper, we propose the Chickenpox Cases in Hungary dataset as a new dataset...
Article
Introduction: The relationship between clinical outcomes and serum anti-TNF levels is controversial. The aim of this study was to perform simultaneous analyses of serum, mucosal and faecal anti-TNF-α levels. Methods: Consecutive IBD patients who received maintenance anti-TNF-α therapy were enrolled. The number of TNF-α positive cells in the muco...
Article
Background Pulmonary arterial hypertension (PAH) is a life-threatening disease with risk stratification-based treatment strategy in adults. Although the risk factors have been studied individually in children, effective risk stratification is still lacking. We have tested the prognostic accuracy of pediatric PAH risk factors in our patient group....
Article
Összefoglaló. Bevezetés: A szívinfarktust megelőző revascularisatiós beavatkozások prognosztikai jelentőségével kapcsolatban kevés elemzés ismeretes, hazai adatokat eddig nem közöltek. Célkitűzés: A szerzők a Nemzeti Szívinfarktus Regiszter adatait felhasználva elemezték a koszorúér-revascularisatiós szívműtétet (CABG) túlélt betegek prognózisát he...
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Background Although post-TAVI PAR is commonly seen, its exact evaluation, grading and the true impact on patients' survival are still debated. This single center study aimed to evaluate the effect of post transcatheter aortic valve implantation (TAVI) paravalvular aortic regurgitation (PAR) on patients' survival. The outcome was evaluated by the th...
Article
Introduction Bleeding and coagulopathy are leading causes of morbidity and lethal outcome after multiple injuries. The pathophysiology of traumatic coagulopathy is under extensive investigations and recent results highlighted the central role of fibrinogen and the fibrin polymerisation process. Our goal was to investigate the factors influencing fi...
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Background: The incidence of lower limb major amputations is an important healthcare quality indicator, as it reflects all efforts aimed to prevent limb loss. Analysis of within-country regional variations in incidence may reveal the sources of disparities in care. Materials and methods: Based on the data of the Hungarian healthcare beneficiary pop...
Article
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COVID-19 epidemic has been suppressed in Hungary due to timely non-pharmaceutical interventions, prompting a considerable reduction in the number of contacts and transmission of the virus. This strategy was effective in preventing epidemic growth and reducing the incidence of COVID-19 to low levels. In this report, we present the first epidemiologi...
Preprint
Full-text available
COVID-19 epidemic has been suppressed in Hungary due to timely non-pharmaceutical interventions, prompting a huge reduction in the number of contacts and transmission of the virus. This strategy was effective in preventing epidemic growth and reducing the incidence of COVID-19 to low levels. In this report, we present the first epidemiological and...
Article
Background Healthcare-associated infections represent a major burden in neonatal intensive care units. Hand antisepsis is the most important tool for prevention, however, compliance among healthcare workers remains low. Objectives To prospectively evaluate the influence of different work shifts (extended working hours, night shifts) on the quality...
Article
Background: Products sweetened with non-nutritive sweeteners (NNS) are widely available. Many people with type 1 or type 2 diabetes use NNS as a replacement for nutritive sweeteners to control their carbohydrate and energy intake. Health outcomes associated with NNS use in diabetes are unknown. Objectives: To assess the effects of non-nutritive...
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Absztrakt A COVID–19-járvány mindenkit, szakembert és laikust egyaránt váratlanul érintett, jóllehet egy világméretű pandémia lehetőségét egyrészről az epidemiológusok, infektológusok, másrészről szociológusok, kommunikációs, sőt társadalmi szokásokkal foglalkozó viselkedéstudományi szakemberek elméletben már régóta elképzelhetőnek tartották. Mégis...
Article
Background Despite the adequate antibiotic prophylaxis, the incidence and mortality rate of infective endocarditis (IE) is still high. In the past few decades, several studies have noted an increase in the proportion of IE caused by staphylococcal species. Aims The aim of our retrospective study was to assess the clinical and microbiological chara...
Article
Background Infective endocarditis (IE) is a rare, but life-threatening complication of cardiac device implantation. Despite recent preventive strategies, and advances in antimicrobial and surgical treatment, morbidity and mortality rates are still high. Aims The objective of our study was to assess the epidemiological characteristics, temporal ten...
Article
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Background Anti-tumour necrosis factor (TNF) therapy has dramatically changed the treatment of inflammatory bowel disease (IBD). The relationship between clinical outcomes and serum anti-TNF levels is controversial. This study aimed to perform simultaneous analyses of the serum, mucosal and faecal infliximab and adalimumab levels to determine the m...
Article
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Background Faecal drug concentration is not routinely measured as per therapeutic drug monitoring strategies in inflammatory bowel disease (IBD) patients receiving anti-TNF therapy. However, our previous research work suggested the importance of faecal drug monitoring of anti-TNF agents since active disease may be present in spite of normal serum a...
Article
Mathematical models of tumor growth in response to chemotherapy are crucial for therapy optimization and outcome. We create a relatively simple tumor growth model describing the antitumor effect of pegylated liposomal doxorubicin (PLD) validated with real experimental data obtained in a genetically engineered mouse model of breast cancer. We use fo...
Article
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Objective: The aim of this study was to assess the long term trends of lower limb amputation and revascularisation in Hungary over 14 years. Methods: This was a retrospective cohort study that included all patients who underwent lower limb amputation or revascularisation over a 14 year period (2004-2017) in Hungary. Inpatient administrative data...
Article
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Introduction: There are conflicting data on the prevalence and prognosis of AMI patients with non-obstructive coronary artery disease (MINOCA). Aim: We studied the prevalence and prognosis of MINOCA patients. Method: In the Hungarian Myocardial Infarction Registry (HUMIR) 45,223 patients (pts) with acute myocardial infarction (AMI) were found who w...
Conference Paper
Abstract Background: Adequate food intake and adequate water intake (AWI) plays a vital role in body development, human health and total wellbeing. Water intake (WI) is one of the major and crucial nutrients for health promotion and disease prevention. Beverage consumption is also a medium through which water is consumed but the content of the bev...
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Although more and more data on lower limb amputations are becoming available by leveraging the widening access to health care administrative databases, the applicability of these data for public health decisions is still limited. Problems can be traced back to methodological issues, how data are generated and to conceptual issues, namely, how data...
Article
Background There are conflicting data about the proportion and prognosis of patients (pts) with acute myocardial infarction (AMI) with nonobstructive coronary arteries (MINOCA). Purpose To define the incidence and prognosis of MINOCA pts in different types of AMI. Methods The Hungarian Myocardial Infarction Registry (HUMIR) is a nationwide, manda...
Article
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Introduction The latest ESC/ESH guidelines recommended fixed dose combinations (FDC) for first therapy in hypertension. Preferred two-drug combinations are a RAS (renin–angiotensin system) blocker with a CCBs (calcium channel blockers) or a diuretic. There are no available data about these FDCs adherence in hypertension. Aim To assess one year per...