{"title":"Designing medical artificial intelligence systems for global use: focus on interoperability, scalability, and accessibility.","authors":"Evangelos K Oikonomou, Rohan Khera","doi":"10.1016/j.hjc.2024.07.003","DOIUrl":"10.1016/j.hjc.2024.07.003","url":null,"abstract":"<p><p>Advances in artificial intelligence (AI) and machine learning systems promise faster, more efficient, and more personalized care. While many of these models are built on the premise of improving access to the timely screening, diagnosis, and treatment of cardiovascular disease, their validity and accessibility across diverse and international cohorts remain unknown. In this mini-review article, we summarize key obstacles in the effort to design AI systems that will be scalable, accessible, and accurate across distinct geographical and temporal settings. We discuss representativeness, interoperability, quality assurance, and the importance of vendor-agnostic data types that will be available to end-users across the globe. These topics illustrate how the timely integration of these principles into AI development is crucial to maximizing the global benefits of AI in cardiology.</p>","PeriodicalId":55062,"journal":{"name":"Hellenic Journal of Cardiology","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141725129","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Magdi Zordok, Sourbha S Dani, Mariam Tawadros, Hady T Lichaa, Jimmy L Kerrigan, Babar Basir, Khaldoon Alaswad, Michael Miedema, Michael Megaly
{"title":"Morbidity and mortality trends in patients with inflammatory bowel disease presenting with ST elevation myocardial infarction.","authors":"Magdi Zordok, Sourbha S Dani, Mariam Tawadros, Hady T Lichaa, Jimmy L Kerrigan, Babar Basir, Khaldoon Alaswad, Michael Miedema, Michael Megaly","doi":"10.1016/j.hjc.2024.07.005","DOIUrl":"10.1016/j.hjc.2024.07.005","url":null,"abstract":"","PeriodicalId":55062,"journal":{"name":"Hellenic Journal of Cardiology","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141635932","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Predictors and prognostic value of coronary computed tomography angiography for unrecognized myocardial infarction in patients with chronic coronary syndrome.","authors":"Yun Teng, Masahiro Hoshino, Yoshihisa Kanaji, Tomoyo Sugiyama, Toru Misawa, Masahiro Hada, Tatsuhiro Nagamine, Kai Nogami, Hiroki Ueno, Kodai Sayama, Kazuki Matsuda, Taishi Yonetsu, Tetsuo Sasano, Tsunekazu Kakuta","doi":"10.1016/j.hjc.2024.07.004","DOIUrl":"10.1016/j.hjc.2024.07.004","url":null,"abstract":"<p><strong>Objective: </strong>Unrecognized myocardial infarction (UMI) on delayed-enhancement cardiac magnetic resonance imaging (DE-CMR) and coronary computed tomography angiography (CCTA) derived high-risk features provide prognostic information in patients with chronic coronary syndrome (CCS). The study aimed to assess the prognostic value of UMI and predictors of UMI using CCTA in patients with CCS who underwent elective percutaneous coronary intervention (PCI).</p><p><strong>Methods: </strong>This study enrolled 181 patients with CCS who underwent DE-CMR and CCTA before elective PCI. The CCTA-derived predictors of UMI and the association of baseline clinical characteristics, CCTA findings, and CMR-derived factors, including UMI, with MACEs, defined as death, nonfatal myocardial infarction, unplanned late revascularization, hospitalization for congestive heart failure, and stroke, were investigated.</p><p><strong>Results: </strong>UMI was detected in 57 (31.5%) patients. ROC analysis revealed that the optimal cut-off values of Agatston score and mean peri-coronary fat attenuation index (FAI) for predicting the presence of UMI were 397 and -69.8, respectively. The multivariable logistic regression analysis revealed that left ventricular mass, Agatston score >397, mean FAI >-69.8, positive remodeling of the target lesion, and CCTA-derived stenosis severity were independent predictors of UMI. Kaplan-Meier analysis revealed that patients with UMI were associated with increased risk of MACEs. The Cox proportional hazards analysis showed post-PCI minimum lumen diameter and the presence of UMI were independent predictors of MACEs. The risk of MACEs significantly increased according to the number of four preprocedural CCTA-relevant features of UMI.</p><p><strong>Conclusion: </strong>Preprocedural comprehensive CCTA analysis may help predict the presence of UMI and provide prognostic information in patients with CCS who underwent PCI.</p>","PeriodicalId":55062,"journal":{"name":"Hellenic Journal of Cardiology","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141635933","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Twin circumflex arteries in a patient with lateral STEMI: Which is the culprit artery?","authors":"Nikitas Katsillis, Antonios Dimopoulos, Sarantos Linardakis, Nikolaos Papakonstantinou, Nikolaos Patsourakos","doi":"10.1016/j.hjc.2024.06.012","DOIUrl":"10.1016/j.hjc.2024.06.012","url":null,"abstract":"","PeriodicalId":55062,"journal":{"name":"Hellenic Journal of Cardiology","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141604575","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Eleonora Moccia, Harshil Dhutia, Aneil Malhotra, Efstathios Papatheodorou, Elijah Behr, Rajan Sharma, Michael Papadakis, Sanjay Sharma, Gherardo Finocchiaro
{"title":"Left ventricular morphology and geometry in élite athletes characterised by extreme anthropometry.","authors":"Eleonora Moccia, Harshil Dhutia, Aneil Malhotra, Efstathios Papatheodorou, Elijah Behr, Rajan Sharma, Michael Papadakis, Sanjay Sharma, Gherardo Finocchiaro","doi":"10.1016/j.hjc.2024.06.007","DOIUrl":"10.1016/j.hjc.2024.06.007","url":null,"abstract":"<p><strong>Objective: </strong>The aim of the study was to explore the individual impact of BMI and height on LV size and geometry in a cohort of healthy athletes.</p><p><strong>Methods: </strong>From a total cohort of 1857 healthy élite athletes (21 ± 5 years, males 70%) investigated with ECG and echocardiogram, we considered three groups: Group 1 n = 50: BMI ≥ 30 and height < 1.90 m; Group 2 n = 87: height ≥ 1.95 m and BMI < 30; control Group 3 n = 243: height < 1.90 m and BMI = 20-29.</p><p><strong>Results: </strong>BSA was ≤2.3 m<sup>2</sup> in 52% of athletes in group 1 and 47% of athletes in group 2. Athletes in group 1 and in group 2 showed an enlarged LV end-diastolic diameter (LVEDD) (57 ± 6 vs 57 ± 4 vs 53 ± 4 mm in Group 3); 50% of athletes in group 1 and 38% of athletes in group 2 exhibited a LVEDD > 57 mm (p = 0.23). LV wall thickness was higher in group 1 (11 ± 1 vs 10 ± 2 mm in Group 2, p = 0.001). Concentric hypertrophy or concentric remodelling was found in 20% of athletes in group 1 vs 7% of athletes in group 2 (p = 0.04). Athletes of group 1 with BSA ≤ 2.3 m<sup>2</sup> showed lower LVEDD (53 ± 5 vs 60 ± 5 mm, p < 0.001), similar LV wall thickness (10 ± 1 vs 11 ± 1 mm, p = 0.128) and higher prevalence of concentric hypertrophy or concentric remodelling (31% vs 8%, p = 0.04) compared to those with BSA > 2.3 m<sup>2</sup>.</p><p><strong>Conclusion: </strong>Athletes with high BMI have similar LV dimensions but greater wall thickness and higher prevalence of concentric remodelling compared to very tall athletes. Athletes with high BMI and large BSA have the widest LV dimensions.</p>","PeriodicalId":55062,"journal":{"name":"Hellenic Journal of Cardiology","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141556000","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lara-Marie Yamagata, Kentaro Yamagata, Alexander Borg, Mark Abela
{"title":"Shifting paradigms in hypertrophic cardiomyopathy: the role of exercise in disease management.","authors":"Lara-Marie Yamagata, Kentaro Yamagata, Alexander Borg, Mark Abela","doi":"10.1016/j.hjc.2024.07.001","DOIUrl":"10.1016/j.hjc.2024.07.001","url":null,"abstract":"<p><p>Hypertrophic cardiomyopathy (HCM) is traditionally associated with exercise restriction due to potential risks, yet recent evidence and guidelines suggest a more permissive stance for low-risk individuals. The aim of this comprehensive review was to examine existing research on the impact of exercise on cardiovascular outcomes, safety, and quality of life in this population and to consider implications for clinical practice. Recent studies suggest that regular exercise and physical activity in low-risk individuals with HCM are associated with positive outcomes in functional capacity, haemodynamic response, and quality of life, with consistent safety. Various studies highlight the safety of moderate-intensity exercise, showing improvements in exercise capacity without adverse cardiac remodelling or significant arrhythmias. Psychological benefits, including reductions in anxiety and depression, have been also reported following structured exercise programmes. These findings support the potential benefits of integrating individualised exercise regimens in the management of low-risk individuals with HCM, with the aim of improving their overall well-being and cardiovascular health. Adoption of the FITT (frequency, intensity, time, and type of exercise) principle, consideration of individual risk profiles, and shared decision-making are recommended. Future research is warranted to clarify the definition of 'low risk' for exercise participation and investigate the influence of physical activity on disease progression in HCM. Innovation in therapeutic strategies and lifestyle interventions, alongside improved patient and provider education, will help advance the care and safety of individuals with HCM engaging in exercise.</p>","PeriodicalId":55062,"journal":{"name":"Hellenic Journal of Cardiology","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141560410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Vasileios Anastasiou, Stylianos Daios, Dimitrios V Moysidis, Alexandros C Liatsos, Andreas S Papazoglou, Matthaios Didagelos, Christos Savopoulos, Jeroen J Bax, Antonios Ziakas, Vasileios Kamperidis
{"title":"Right ventricular-pulmonary arterial coupling in patients with first acute myocardial infarction: an emerging post-revascularization triage tool.","authors":"Vasileios Anastasiou, Stylianos Daios, Dimitrios V Moysidis, Alexandros C Liatsos, Andreas S Papazoglou, Matthaios Didagelos, Christos Savopoulos, Jeroen J Bax, Antonios Ziakas, Vasileios Kamperidis","doi":"10.1016/j.hjc.2024.07.002","DOIUrl":"10.1016/j.hjc.2024.07.002","url":null,"abstract":"<p><strong>Background: </strong>The tricuspid annular plane systolic excursion/pulmonary artery systolic pressure (TAPSE/PASP) ratio is a non-invasive surrogate for right ventricular-pulmonary arterial (RV-PA) coupling, studied in chronic RV pressure overload syndromes. However, its prognostic utility in patients with acute myocardial infarction (AMI), which may cause acute RV pressure overload, remains unexplored.</p><p><strong>Objective: </strong>This study aimed to determine predictors of RV-PA uncoupling in patients with first AMI and examine whether it could improve risk stratification for cardiovascular in-hospital mortality after revascularization.</p><p><strong>Methods: </strong>Three-hundred consecutive patients with first AMI were prospectively studied (age 61.2 ± 11.8, 24% females). Echocardiography was performed 24 h after successful revascularization, and TAPSE/PASP was evaluated. Cardiovascular in-hospital mortality was recorded.</p><p><strong>Results: </strong>The optimal cutoff value of TAPSE/PASP to determine cardiovascular in-hospital mortality was 0.49 mm/mmHg. RV-PA uncoupling was considered for patients with TAPSE/PASP ≤0.49 mm/mmHg. Left ventricular ejection fraction (LVEF) was independently associated with RV-PA uncoupling. A total of 23 (7.7%) patients died in hospital despite successful revascularization. TAPSE/PASP was independently associated with in-hospital mortality after adjustment for Global Registry of Acute Coronary Events (GRACE) risk score and LVEF (odds ratio 0.14 [95% confidence interval 0.03-0.56], P = 0.007). The prognostic value of a baseline model including the GRACE risk score and NT-pro-BNP (χ<sup>2</sup> 26.55) was significantly improved by adding LVEF ≤40% (χ<sup>2</sup> 44.71, P < 0.001), TAPSE ≤ 17 mm (χ<sup>2</sup> 75.42, P < 0.001) and TAPSE/PASP ≤ 0.49 mm/mmHg (χ<sup>2</sup> 101.74, P < 0.001) for predicting cardiovascular in-hospital mortality.</p><p><strong>Conclusion: </strong>RV-PA uncoupling, assessed by echocardiographic TAPSE/PASP ≤ 0.49 mm/mmHg 24 h after revascularization, may improve risk stratification for cardiovascular in-hospital mortality after first AMI.</p>","PeriodicalId":55062,"journal":{"name":"Hellenic Journal of Cardiology","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141560385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Atavism as a cause of dilative cardiomyopathy.","authors":"Fabian Fastenrath, Anoshirwan Tavakoli, Daniel Duerschmied, Dariusch Haghi, Isabelle Ayx, Theano Papavassiliu","doi":"10.1016/j.hjc.2024.03.015","DOIUrl":"10.1016/j.hjc.2024.03.015","url":null,"abstract":"","PeriodicalId":55062,"journal":{"name":"Hellenic Journal of Cardiology","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141538966","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Grigoris V Karamasis, Effie Polyzogopoulou, Charalampos Varlamos, Frantzeska Frantzeskaki, Vassiliki-Maria Dragona, Antonios Boultadakis, Vasiliki Bistola, Katerina Fountoulaki, Christos Pappas, Fotios Kolokathis, Dionysios Pavlopoulos, Ioannis K Toumpoulis, Vasilios D Kollias, Dimitrios Farmakis, Loukianos S Rallidis, Dimitrios C Angouras, Iraklis Tsangaris, John T Parissis, Gerasimos Filippatos
{"title":"Implementation of a cardiogenic shock team in a tertiary academic center.","authors":"Grigoris V Karamasis, Effie Polyzogopoulou, Charalampos Varlamos, Frantzeska Frantzeskaki, Vassiliki-Maria Dragona, Antonios Boultadakis, Vasiliki Bistola, Katerina Fountoulaki, Christos Pappas, Fotios Kolokathis, Dionysios Pavlopoulos, Ioannis K Toumpoulis, Vasilios D Kollias, Dimitrios Farmakis, Loukianos S Rallidis, Dimitrios C Angouras, Iraklis Tsangaris, John T Parissis, Gerasimos Filippatos","doi":"10.1016/j.hjc.2024.06.011","DOIUrl":"10.1016/j.hjc.2024.06.011","url":null,"abstract":"<p><strong>Objective: </strong>Observational studies have shown that the management of patients with cardiogenic shock (CS) by dedicated multidisciplinary teams improves clinical outcomes. Nevertheless, these studies reflect a specific organizational setting with most patients being transferred from referring hospitals, hospitalized in cardiac intensive care units (ICU), or treated with mechanical circulatory support (MCS) devices. The purpose of this study was to document the organization and outcomes of a CS team offering acute care in an all-comer population.</p><p><strong>Methods: </strong>A CS team was developed in a large academic tertiary institution. The team consisted of emergency care physicians, critical care cardiologists, interventional cardiologists, cardiac surgeons, ICU physicians, and heart failure specialists and was supported by a predefined operating protocol, a dedicated communication platform, and regular team meetings.</p><p><strong>Results: </strong>Over 12 months, 70 CS patients (69 ± 13 years old, 67% males) were included. Acute myocardial infarction (AMI-CS) was the most common cause (64%); 31% of the patients presented post-resuscitated cardiac arrest and 56% needed invasive mechanical ventilation (IMV). Coronary angiography was performed in 70% and 53% had percutaneous coronary intervention. MCS was used in 10% and 6% were referred for urgent cardiac surgery. The in-hospital mortality in our center was 40% with 39% of the patients dying within 24 h from presentation. Overall, 76% of the live patients were discharged home.</p><p><strong>Conclusion: </strong>Across an all-comer population, AMI was the most common cause of CS. A significant number of patients presented post-cardiac arrest, and the majority required IMV. Mortality was high with a significant number dying within hours of presentation.</p>","PeriodicalId":55062,"journal":{"name":"Hellenic Journal of Cardiology","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141535990","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ioannis Merinopoulos, U Bhalraam, Bahman Kasmai, David Hewson, Richard Greenwood, Simon C Eccleshall, James Smith, Vasiliki Tsampasian, Vassilios Vassiliou
{"title":"Myocardial inflammation after elective percutaneous coronary intervention.","authors":"Ioannis Merinopoulos, U Bhalraam, Bahman Kasmai, David Hewson, Richard Greenwood, Simon C Eccleshall, James Smith, Vasiliki Tsampasian, Vassilios Vassiliou","doi":"10.1016/j.hjc.2024.06.010","DOIUrl":"10.1016/j.hjc.2024.06.010","url":null,"abstract":"<p><strong>Objective: </strong>It is well established that inflammation plays a central role in the sequelae of percutaneous coronary intervention (PCI). Most of the studies to date have focused on the inflammatory reaction affecting the vessel wall after angioplasty. However, there are data to suggest that the main foci of inflammation are in fact in the myocardium beyond the vessel wall. The main aim of our study was to investigate the myocardial inflammation after elective, uncomplicated angioplasty with cardiovascular magnetic resonance (CMR) enhanced by ultrasmall superparamagnetic particles of iron oxide (USPIO) and also blood biomarkers. This is the first study to report such findings after elective angioplasty.</p><p><strong>Methods: </strong>We assessed patients undergoing elective angioplasty for stable angina with USPIO-enhanced CMR two weeks after the procedure and compared the results with those of healthy volunteers who constituted the control group. We excluded patients with previous myocardial infarction, previous PCI, or any significant inflammatory condition. All patients also underwent blood biomarker testing at baseline (pre-PCI), 4 h, and two weeks later.</p><p><strong>Results: </strong>A total of five patients and three controls were scanned. There was a small absolute increase, although statistically insignificant, in R2∗ values in the PCI area compared with either remote myocardium from the same patient (PCI area [left anterior descending artery (LAD)] vs remote myocardium [circumflex area]: 19.3 ± 10.8 vs 9.2 ± 7.9, p = 0.1) or healthy myocardium from healthy volunteers (PCI area [LAD] vs healthy myocardium [LAD]: 19.3 ± 10.8 vs 12.2 ± 4.0, p = 0.2). PTX3 and IL-6 were the only biomarkers that changed significantly from baseline to 4 h and 2 weeks. Both biomarkers peaked at 4 h.</p><p><strong>Conclusion: </strong>We used USPIO-enhanced CMR for the first time to assess myocardial inflammation after elective, uncomplicated PCI. We have demonstrated a small numerical increase in inflammation, which was not statistically significant. This study opens the way for future studies to use this method as a means to target inflammation.</p>","PeriodicalId":55062,"journal":{"name":"Hellenic Journal of Cardiology","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141499685","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}