Fondazione Salvatore Maugeri Clinica del Lavoro e della Riabil

This multicenter, cross-over study aims to investigate the effects of two different respiratory strategies, the use of high flow nasal cannula (NHF) and the use of home mechanic ventilation (HMV), both associated with standard oxygen therapy, in patients with COPD and persistent hypercapnia following a severe acute exacerbation.
The purpose is to evaluate whether the clinical benefits, in terms of reduction in PaCO2 levels, resulting from the use of NHF are non-inferior to those obtained from the use of HMV.
Partecipants will be randomized at 1:1 ratio into two groups:
group 1: will start the respiratory strategy under study (NHF + standard oxygen therapy) as first treatment group 2 will start the control respiratory strategy (HMV + standard oxygen therapy) as first treatment.
The study has a crossover design: each patient will undergo treatment with the two different respiratory strategies, NHF and HMV, each lasting for 3 months

Acquired brain injury (ABI) is the leading cause of death and disability worldwide. The degree of severity varies according to a combination of numerous demographics, etiological, clinical, cognitive, behavioral, psychosocial and environmental factors, which can interfere with the effectiveness of rehabilitation interventions and, therefore, with the final outcome.
The most important goal of the modern clinic is to predict in time the progression of possible recovery after the brain injury event in order to provide more effective treatment, but the high heterogeneity and clinical variability and the unpredictability of the onset of comorbidities makes this a hard target to reach.
In recent years, artificial intelligence algorithms have been applied to more precisely define the role of critical variables that can help clinical practice to predict the final outcome. The classical approach of these algorithms provides only probabilistic values on the final outcome, without considering the typology of clinical interventions and overall complications that may appear throughout the hospitalization period.
The objective of this multicentric study is to define a new statistical approach that can describe the dynamics of individual clinical changes occuring during the inpatient intensive rehabilitation care period. The proposed approach combines a principal component analysis (PCA) for dimension reduction (capturing the maximum amount of information and reducing the dimensionality problem) and a nonlinear mathematical modeling for describing the evolution of the clinical course in terms of the resulting new PCA dimensions. By using this approach, we may determine the individual patient's temporal trajectories while examining particular clinical factors. The secondary objective of this study is to validate a new version of the Early Rehabilitation Barthel Index (ERBI), a well-known clinical scale used to measure functional changes in patients with severe acquired brain injury.

The SENIOR STUDY is aimed at improving the condition of older adults and malnutrition management in and out Italian hospital settings, since malnutrition is highly prevalent, clinically relevant and potentially treatable conditions. This study consist of two phases: an initial cross-sectional phase and a secondary nutritional intervention phase (RCT).
The SENIOR RCT aim to evaluate the efficacy of a 6 months nutrition protocol intervention compared to hospital standard care on malnourished older adults. Physical and nutritional status will be evaluated through anthropometric measures, blood exams and physical performance. In addition, the individual health perception will be evaluated.
It is expected to find an improvements of the physical and nutritional status.