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2.
J Invasive Cardiol ; 36(2)2024 Feb.
Article in English | MEDLINE | ID: mdl-38335508

ABSTRACT

An 80-year-old woman who was an active smoker with neglected long-term hypertension, but no known previous aortic or connective tissue disorders, presented to the emergency department complaining of sudden chest pain associated with cardiogenic shock.


Subject(s)
Aortic Rupture , Female , Humans , Aged, 80 and over , Aortic Rupture/diagnosis , Aortic Rupture/etiology , Aortic Rupture/surgery , Aorta , Chest Pain/diagnosis , Chest Pain/etiology , Emergency Service, Hospital , Shock, Cardiogenic/diagnosis , Shock, Cardiogenic/etiology
3.
J Med Internet Res ; 26: e50890, 2024 Jan 30.
Article in English | MEDLINE | ID: mdl-38289657

ABSTRACT

Machine learning (ML) has seen impressive growth in health science research due to its capacity for handling complex data to perform a range of tasks, including unsupervised learning, supervised learning, and reinforcement learning. To aid health science researchers in understanding the strengths and limitations of ML and to facilitate its integration into their studies, we present here a guideline for integrating ML into an analysis through a structured framework, covering steps from framing a research question to study design and analysis techniques for specialized data types.


Subject(s)
Machine Learning , Reinforcement, Psychology , Humans , Research Design , Research Personnel
5.
Clin Ophthalmol ; 17: 3409-3417, 2023.
Article in English | MEDLINE | ID: mdl-38026601

ABSTRACT

Purpose: Falls are associated with ocular trauma in the elderly. However, it is unlikely for a fall to cause ocular injury unless there is a disruption in the protective maneuvers that shield the face. We suspect ocular injury may be an early indicator of systemic or neurologic degeneration. This study investigates the 5-year incidence of cardiovascular and neurodegenerative diseases in older patients who sustained ocular or periorbital injuries. Patients and Methods: This was a retrospective cohort study. The study population included 141 patients over the age of 65 who sustained trauma to the eye, orbit, or eyelid between April 2011 and June 2016. The control population included 141 patients with a similar range of comorbidities who received cataract surgery during the same period. The study measured new diagnoses of various disorders during the 5-year period following presentation. Results: There were a total of 180 females and 102 males in the study. The mean ages of the control and subject group were 76 and 81.8, respectively. Of our twelve tested comorbidity types, patients that suffered a periocular trauma were more likely to develop heart failure (p=0.00244), dementia (p=0.00002), Alzheimer's disease (p=0.00087), and vascular disease (p=0.00037). Conclusion: Geriatric patients who sustained ocular and periocular injuries had a greater incidence of heart failure, dementia, Alzheimer's disease, and atherosclerosis diagnoses in the 5-year period following injury. The findings of this study suggest that periocular trauma may be an early indicator of underlying degenerative or systemic disease. Ophthalmologists should ensure proper primary care follow-up in conjunction with recovery from injury.

6.
Hemodial Int ; 18(1): 15-23, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23944971

ABSTRACT

Vascular access is the major risk factor for bacteremia, hospitalization, and mortality among hemodialysis (HD) patients. The type of vascular access most associated with bloodstream infection is central venous catheter (CVC). The incidence of catheter-related bacteremia ranges between 0.6 and 6.5 episodes per 1000 catheter days and increases linearly with the duration of catheter use. Given the high prevalence of CVC use and its direct association with catheter-related bacteremia, which adversely impacts morbidity and mortality rates and costs among HD patients, several prevention measures aimed at reducing the rates of CVC-related infections have been proposed and implemented. As a result, a large number of clinical trials, systematic reviews, and meta-analyses have been conducted in order to assess the effectiveness, clinical applicability, and long-term adverse effects of such measures. In the following article, prophylactic measures against CVC-related infections in HD patients and their possible advantages and limitations will be discussed, and the more recent literature on clinical experience with prophylactic antimicrobial lock therapy in HD CVCs will be reviewed.


Subject(s)
Bacteremia , Central Venous Catheters/adverse effects , Renal Dialysis , Bacteremia/etiology , Bacteremia/prevention & control , Humans , Renal Dialysis/adverse effects , Renal Dialysis/instrumentation , Renal Dialysis/methods
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