Internal and emergency medicine
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During the Coronavirus-19 pandemic, chest X-ray scoring system have been validated by Al-Smadi and Toussie in this group of patients and even RALE score, previously designed for ARDS, have been used to estimate correlation with mortality. The aim of this study was to evaluate the prognostic value of As-Smadi, Tuossie and RALE scores in predicting death in the same population of patients when associated to clinical data. In this retrospective clinical study, data of patients with COVID-19, admitted to our hospital from 1st October 2020 to 31st December 2020 were collected. ⋯ The fraction of new information is 16.7% for the Al Smadi score, 12.9% for the RALE and 5.1% for the Toussie score. The improvement in the prognostic usefulness with respect to the base model is particularly interesting for the Al Smadi score. The highest c-index was also obtained by the model with the Al Smadi score.
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Respiratory failure related to COVID-19 may evolve into acute respiratory distress syndrome, which may require invasive treatment. Through the analysis of a concrete clinical case, we want to clarify how to manage patients suffering from serious acute pathologies, which require timely intervention, even invasive, but refuse medical treatment. The Italian law 219/2017 states strongly the freedom of the patient to choose, independently whether to start or stop at any time any type of medical treatment through their informed consent. ⋯ The law also provides that if the patient refuses therapies or interventions, putting his life at risk, the doctors need to engage in further communication with the support of other professionals, informing the patient of the consequences, promoting every support action, and involving family members. Judgment on the level of impaired capacity, which makes a patient incompetent to make therapeutic decisions, should ideally reflect the balance between respecting patient autonomy and protecting the patient from the consequences of a wrong decision. For the physicians, it is a matter of balancing the need to save the life of the person, or at least to avoid the establishment of permanent damage, with the subject itself expressly stated, including an explicit refusal to carry out maneuvers or therapies or interventions when it is in danger of life, even if such treatments could save it.
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A substantial drop in emergency department (ED) visit volume was previously demonstrated at the onset of the COVID-19 pandemic. ⋯ A substantial decline in non-COVID ED visits and excess mortality at the beginning of the pandemic, are probably the results of social distancing restrictions alongside patients' fear of exposure to COVID-19, which gradually moderated thereafter, until near normalization was reached after 14 months. Gradual return to pre-pandemic ED utilization patterns were noticed as the population and the healthcare system acclimatize to life alongside COVID.
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Machine learning (ML) techniques may improve readmission prediction performance in heart failure (HF) patients. This study aimed to assess the ability of ML algorithms to predict unplanned all-cause 30-day readmissions in HF elderly patients, and to compare them with conventional LACE (Length of hospitalization, Acuity, Comorbidities, Emergency department visits) index. All patients aged ≥ 65 years discharged alive between 2010 and 2019 after a hospitalization for acute HF were included in this retrospective cohort study. ⋯ Among elderly patients, the rate of all-cause unplanned 30-day readmissions after hospitalization due to an acute HF was high. ML models performed better than the conventional LACE index for predicting readmissions. ML models can be proposed as promising tools for the identification of subjects at high risk of hospitalization in this clinical setting, enabling care teams to target interventions for improving overall clinical outcomes.
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Data from the "Trattamento Ormonale nello Scompenso CArdiaco" (T.O.S.CA) registry showed that heart failure (HF) represents a complex clinical syndrome with different hormonal alterations. Renal failure represents a frequent complication in HF. We evaluated the relationship between renal function and insuline-like growth factor-1 (IGF-1) deficiency and its impact on cardiovascular mortality (CVM) in patients enrolled in the T.O.S.CA. registry. ⋯ Our study showed the clinical and prognostic utility of the IGF-1 assay in patients with HF.