Pedro Gibson Paraíso
A5045411713- COVID-19 Clinical Research Studies
- Long-Term Effects of COVID-19
- Intensive Care Unit Cognitive Disorders
- Frailty in Older Adults
- Tuberculosis Research and Epidemiology
- COVID-19 and Mental Health
- Acute Kidney Injury Research
- Sepsis Diagnosis and Treatment
- Muscle and Compartmental Disorders
- COVID-19 diagnosis using AI
- Hemodynamic Monitoring and Therapy
- Machine Learning in Healthcare
Instituto de Saúde
2023-2024
Universidade Federal da Bahia
2024
Abstract Background Although dementia has emerged as an important risk factor for severe SARS-CoV-2 infection, results on COVID-19-related complications and mortality are not consistent. We examined the clinical presentations outcomes of COVID-19 in a multicentre cohort in-hospital patients, comparing those with without dementia. Methods This retrospective observational study comprises laboratory-confirmed patients aged ≥ 60 years admitted to 38 hospitals from 19 cities Brazil. Data were...
Abstract Background Acute kidney injury (AKI) requiring replacement therapy (KRT) in its most severe forms is a significant complication of patients with COVID-19. The development risk score to predict KRT requirement could optimize health resource allocation. Thus, this study aimed develop and validate the hospitalized COVID-19 from 2020 2022. Area under receiver operating characteristic curve for 2021-2022 validation MMCD Methods This multicenter retrospective cohort consecutive COVID-19,...
Abstract The majority of early prediction scores and methods to predict COVID-19 mortality are bound by methodological flaws technological limitations (e.g., the use a single model). Our aim is provide thorough comparative study that tackles those issues, considering multiple techniques build models, including modern machine learning (neural) algorithms traditional statistical techniques, as well meta-learning (ensemble) approaches. This used dataset from multicenter cohort 10,897 adult...
Although control of Covid-19 has improved, the virus continues to cause infections, such as tuberculosis, that is still endemic in many countries, representing a scenario coinfection. To compare clinical manifestations and outcomes between patients with active tuberculosis infection matched controls. This case-control study based on data from Brazilian Registry, hospitalized aged 18 or over laboratory confirmed March 1, 2020, 31, 2022. Cases were controls without tuberculosis. From 13,636...
Acute kidney injury has been described as a common complication in patients hospitalized with COVID-19, which may lead to the need for replacement therapy (KRT) its most severe forms. Our group developed and validated MMCD score Brazilian COVID-19 predict KRT, showed excellent performance using data from 2020. This study aimed validate large cohort of different pandemic phase assess in-hospital mortality.This is part "Brazilian Registry", retrospective observational consecutive...
Abstract Background Although dementia has emerged as an important risk factor for severe SARS-CoV-2 infection, results on COVID-19-related complications and mortality are not consistent. We examined the clinical presentations outcomes of COVID-19 in a multicentre cohort in-hospital patients, comparing those with without dementia. Methods This retrospective observational study comprises laboratory-confirmed patients aged ≥60 years admitted to 38 hospitals from 19 cities Brazil. Data were...