Publications by authors named "Carlos Jimenez-Juan"
Background: Chronic heart failure (CHF) is a major health problem, representing the main cause of hospitalization in people over 65 years of age. Several studies have associated the Mediterranean diet with a cardioprotective function, improving prognoses in patients with high cardiovascular risk. Our main objective is to determine whether higher adherence to the Mediterranean diet is associated with a lower severity of CHF, based on the number of decompensations and disease complications.
View Article and Find Full Text PDFBackground And Objective: There are barriers to deprescription that hinder its implementation in clinical practice. The objective of this study was to analyse the main barriers and limitations of the deprescription process perceived by physicians who care for multipathological patients.
Materials And Methods: The "" was adapted to an online format and sent to physicians in geriatrics.
Predicting 30-Day Readmission Risk for Patients With Chronic Obstructive Pulmonary Disease Through a Federated Machine Learning Architecture on Findable, Accessible, Interoperable, and Reusable (FAIR) Data: Development and Validation Study.
JMIR Med Inform
June 2022
Background: Owing to the nature of health data, their sharing and reuse for research are limited by legal, technical, and ethical implications. In this sense, to address that challenge and facilitate and promote the discovery of scientific knowledge, the Findable, Accessible, Interoperable, and Reusable (FAIR) principles help organizations to share research data in a secure, appropriate, and useful way for other researchers.
Objective: The objective of this study was the FAIRification of existing health research data sets and applying a federated machine learning architecture on top of the FAIRified data sets of different health research performing organizations.
Article Synopsis
- Research aimed to compare COVID-19 impacts between older adults in long-term care facilities (LTCF) and those living in the community, focusing on clinical and epidemiological differences, hospital management, and outcomes.
- Among hospitalized patients aged 75 and older, LTCF residents were found to be older, more likely to have functional dependence, comorbidities, and dementia, and had shorter symptom durations than community-dwelling peers.
- Key mortality risk factors for LTCF residents included severe functional dependence and hypoxia; however, after adjusting for other factors, their in-hospital mortality rate was lower than initially observed.