Medicina (Kaunas)
December 2024
Extracorporeal cardiopulmonary resuscitation (ECPR) is a complex, life-saving procedure that uses mechanical support for patients with refractory cardiac arrest, representing the pinnacle of extracorporeal membrane oxygenation (ECMO) applications. Effective ECPR requires precise patient selection, rapid mobilization of a multidisciplinary team, and skilled cannulation techniques. Establishing a program necessitates a cohesive ECMO system that promotes interdisciplinary collaboration, which is essential for managing acute cardiogenic shock and severe pulmonary failure.
View Article and Find Full Text PDFObjectives: We aimed to demonstrate the importance of establishing best practices in large language model research, using repeat prompting as an illustrative example.
Materials And Methods: Using data from a prior study investigating potential model bias in peer review of medical abstracts, we compared methods that ignore correlation in model outputs from repeated prompting with a random effects method that accounts for this correlation.
Results: High correlation within groups was found when repeatedly prompting the model, with intraclass correlation coefficient of 0.
Background: Head-to-head comparisons of second and third generations of transcatheter heart valves (THVs) are mostly limited to 2-arm studies and to mid-term follow-up. The aim of this study was to simultaneously compare clinical outcomes of transcatheter aortic valve replacement (TAVR) with 4 different THVs at 5 years.
Methods: Patients undergoing transfemoral TAVR with 4 second-generation THV platforms and enrolled in the multicentre prospective OBSERVANT II study from December 2016 to September 2018 were compared according to the THV received.
Introduction: Enhanced recovery after cardiac surgery in selected low-risk patients, has the potential to improve outcomes and reduce the burden of healthcare costs. Anesthesia-related challenges play a major role in the successful implementation of Enhanced Recovery After Surgery (ERAS) protocols, with particular emphasis placed on fast-track extubation. Acknowledging the importance of this practice, the Italian Association of Cardiac Anesthesiologists and Intensive Care (ITACTAIC) has advocated for an initiative to establish a consensus offering practical recommendations for fast-track extubation after adult cardiac surgery.
View Article and Find Full Text PDFA gap remains between developing risk prediction models and deploying models to support real-world decision making, especially in high-stakes situations. Human-experts' reasoning abilities remain critical in identifying potential improvements and ensuring safety. We propose a (TDA) framework for eliciting and combining expert-human insight into the evaluation of models.
View Article and Find Full Text PDFBackground: Prevention and treatment of metastatic breast cancer (BC) is an unmet clinical need. The retinoic acid derivative fenretinide (FeR) was previously evaluated in Phase I-III clinical trials but, despite its excellent tolerability and antitumor activity in preclinical models, showed limited therapeutic efficacy due to poor bioavailability. We recently generated a new micellar formulation of FeR, Bionanofenretinide (Bio-nFeR) showing enhanced bioavailability, low toxicity, and strong antitumor efficacy on human lung cancer, colorectal cancer, and melanoma xenografts.
View Article and Find Full Text PDFIntroduction: Food as Medicine is increasingly recognized as an important strategy for addressing the related challenges of food insecurity and nutrition-related chronic conditions. Food as Medicine refers to integration of food-based nutrition interventions into healthcare to prevent and treat disease. However, there is limited evidence to understand the effectiveness of Food as Medicine.
View Article and Find Full Text PDFAssess the acceptability of and self-reported behavioral change from participation in a sexual assault prevention intervention on a U.S. university campus.
View Article and Find Full Text PDFBackground: Medical diagnosis in practice connects to research through continuous feedback loops: Studies of diagnosed cases shape our understanding of disease, which shapes future diagnostic practice. Without accounting for an imperfect and complex diagnostic process in which some cases are more likely to be diagnosed correctly (or diagnosed at all), the feedback loop can inadvertently exacerbate future diagnostic errors and biases.
Framework: A feedback loop failure occurs if misleading evidence about disease etiology encourages systematic errors that self-perpetuate, compromising future diagnoses and patient care.
Background: Minimally invasive distal pancreatectomy (MIDP) has established advantages over the open approach. The costs associated with robotic DP (RDP) versus laparoscopic DP (LDP) make the robotic approach controversial. We sought to compare outcomes and cost of LDP and RDP using propensity matching analysis at our institution.
View Article and Find Full Text PDFRight ventricular failure (RFV) is a potential complication following cardio-thoracic surgery, with an incidence ranging from 0.1% to 30%. The increase in pulmonary vascular resistance (PVR) is one of the main triggers of perioperative RVF.
View Article and Find Full Text PDFBackground: Sociodemographic differences in e-cigarette use have been documented; however, disparities in use of specific e-cigarette types with various ingredients have yet to be thoroughly investigated. This study examines ever- and past-30-day-use of nicotine, cannabis, and non-nicotine e-cigarette device types by sex, sexual orientation, race/ethnicity, and financial comfort.
Methods: Data were drawn from a 2021 national cross-sectional survey of adolescents, young adults, and adults (N = 6131, ages 13-40 years old).
Basic, translational or clinic, research is a key component of cardiac surgery. Understanding basic cellular and molecular mechanisms is key to improving patient outcomes, and cardiac surgical procedures must be compared with nonsurgical alternatives. However, guidance for early-career investigators interested in cardiac surgery research is limited.
View Article and Find Full Text PDFSexual assault is a global threat to adolescent health, but empowerment self-defense (ESD) interventions have shown promise for prevention. This study evaluated the joint implementation of a girls' ESD program and a concurrent boys' program, implemented via a cluster-randomized controlled trial in informal settlements of Nairobi, Kenya, from January 2016 to October 2018. Schools were randomized to the 12-h intervention or 2-h standard of care.
View Article and Find Full Text PDFBackground: HIV remains a leading cause of death for adolescent girls and young women (AGYW) in sub-Saharan Africa. This population has a high incidence of HIV and other comorbidities, such as experiencing violence, and low antiretroviral therapy (ART) adherence. To reach global HIV goals, data are needed on the specific adherence barriers for AGYW living with HIV, so interventions can be targeted effectively.
View Article and Find Full Text PDFThe prognostic impact of coronary artery disease (CAD) after transcatheter aortic valve implantation (TAVI) is controversial. The aim of this study is to investigate the impact of CAD and different revascularization strategies on clinical outcomes in patients who underwent TAVI with third generation devices. Patients enrolled in the national observational Observational Study of Effectiveness of SAVR-TAVI Procedures for Severe Aortic Stenosis Treatment II study were stratified according to the presence of CAD (CAD+, n = 1,130) versus no CAD (CAD-, n = 1,505), and compared using a propensity matched analysis.
View Article and Find Full Text PDFBackground: Spleen-preservation during minimally invasive distal pancreatectomy (MIDP) can be technically challenging and remains controversial. Our primary aim was to compare MIDP and splenectomy with spleen-preserving MIDP. Secondarily, we compared two spleen-preserving techniques.
View Article and Find Full Text PDFBackground: Right ventricular failure (RVF) in patients with a continuous-flow left ventricle assist device (CF-LVAD) is associated with higher incidence of mortality. This systematic review aims to assess the overall proportion of RVF and the pre-operative echocardiographic parameters which are best correlating to RVF.
Methods: A systematic research was conducted between 2008 and 2019 on MEDLINE, EMBASE, PUBMED, UPTODATE, OVID, COCHRANE LIBRARY, and Google Scholar electronic databases by performing a PRISMA flowchart.
AMIA Jt Summits Transl Sci Proc
June 2023
When evaluating the performance of clinical machine learning models, one must consider the deployment population. When the population of patients with observed labels is only a subset of the deployment population (label selection), standard model performance estimates on the observed population may be misleading. In this study we describe three classes of label selection and simulate five causally distinct scenarios to assess how particular selection mechanisms bias a suite of commonly reported binary machine learning model performance metrics.
View Article and Find Full Text PDFBackground: Trans-femoral (TF) access is the commonest approach for transcatheter aortic valve implantation (TAVI). However this vascular approach is associated with vascular complications (VC) which in turn have prognostic implications. The aim of this study is to evaluate the clinical impact of access site VC in patients undergoing TAVI with newer generation transcatheter prostheses enrolled in the national observational prospective multicenter study OBSERVANT II.
View Article and Find Full Text PDFEducational programs that address adolescents' misperceptions of e-cigarette harms and benefits and increase refusal skills play an important role in preventing initiation and use. This study evaluates changes in adolescents' e-cigarette perceptions, knowledge, refusal skills, and intentions to use following a real-world implementation of a school-based vaping-prevention curriculum. Study participants were 357 9th-12th grade students from one high school in Kentucky, United States who participated in a 60-minute vaping prevention curriculum from the Stanford REACH Lab's Tobacco Prevention Toolkit.
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