Explainable Artificial Intelligence for Pharmacovigilance: What Features Are Important When Predicting Adverse Outcomes? [PDF]
, 2021 Explainable Artificial Intelligence (XAI) has been identified as a viable method for determining the importance of features when making predictions using Machine Learning (ML) models. In this study, we created models that take an individual's health information (e.g.
arxiv +1 more source
Sex and gender in cardiovascular medicine: presentation and outcomes of acute coronary syndrome.
European Heart Journal, 2019 Although health disparities in women presenting with acute coronary syndrome (ACS) have received growing attention in recent years, clinical outcomes from ACS are still worse for women than for men.
Ahmed Haider +6 more
semanticscholar +1 more source
Acute Myopericarditis Mimicking Acute Myocardial Infarction
Türk Yoğun Bakim Derneği Dergisi, 2011 Acute coronary syndromes among young adults are relatively low when compared with older population in the intensive care unit. Electrocardiographic abnormalities mimicking acute coronary syndromes may be caused by non-coronary syndromes and the ...
Seval İzdeş +4 more
doaj +1 more source
Shared decision making in patients with low risk chest pain: prospective randomized pragmatic trial. [PDF]
, 2016 OBJECTIVE: To compare the effectiveness of shared decision making with usual care in choice of admission for observation and further cardiac testing or for referral for outpatient evaluation in patients with possible acute coronary syndrome.
Castaneda-Guarderas, Ana +15 more
core +3 more sources
Circulation. Cardiovascular Interventions, 2018 Transradial artery access for percutaneous coronary intervention is associated with lower bleeding and vascular complications than transfemoral artery access, especially in patients with acute coronary syndromes.
P. Mason +9 more
semanticscholar +1 more source
Advanced Materials Interfaces, EarlyView.Herein, polymer nanogels with a reporting interface for albumin are synthesized through reversible addition–fragmentation chain transfer (RAFT) precipitation polymerization of di(ethylene glycol) methyl ether methacrylate and N,N’‐methylenebis(acrylamide) using a poly(2‐methacryloyloxyethyl phosphorylcholine) macro‐RAFT agent, followed by dansyl ...
Yukiya Kitayama +2 more
wiley +1 more source
Hypverventilation strain CMR imaging in patients with acute chest pain
Scientific Reports, 2022 In patients with suspected acute coronary syndrome high-sensitivity cardiac tropnonin T is used for rapid patient triage. Some acute coronary syndrome patients assigned to the observe zone based on high-sensitivity cardiac troponin T after 1 h require ...
Deborah Siry +8 more
doaj +1 more source
Risk markers by sex for in-hospital mortality in patients with acute coronary syndrome: a machine learning approach [PDF]
arXiv, 2021 Background: Several studies have highlighted the importance of considering sex differences in the diagnosis and treatment of Acute Coronary Syndrome (ACS). However, the identification of sex-specific risk markers in ACS sub-populations has been scarcely studied.
arxiv
Surrogate-assisted performance prediction for data-driven knowledge discovery algorithms: application to evolutionary modeling of clinical pathways [PDF]
, 2020 The paper proposes and investigates an approach for surrogate-assisted performance prediction of data-driven knowledge discovery algorithms. The approach is based on the identification of surrogate models for prediction of the target algorithm's quality and performance.
arxiv +1 more source
LONG-TERM RESULTS OF CORONARY ARTERY BYPASS GRAFTING IN PATIENTS WITH ACUTE CORONARY SYNDROME
Неотложная медицинская помощь, 2017 . We analyzed long-term results of coronary artery bypass grafting in patients with acute coronary syndrome. In 2002–2014, 489 patients with acute coronary syndrome underwent surgical myocardial revascularization. Information for analysis was obtained by
I. B. Brand +5 more
doaj +1 more source