Evaluation of bowel management efficacy and subjects' satisfaction in people with spinal cord injury (SCI): An Italian multicenter survey via the MENTOR tool.

Study Design: Observational prospective multicenter study.

Objectives: The aim of this study is to evaluate the efficacy of bowel management and subjects' satisfaction by the Monitoring the Efficacy of Neurogenic Bowel Treatment On Response (MENTOR) tool and the impact of demographic and clinical factors on bowel management.

Methods: Consecutive patients with SCI were recruited by nine Italian Spinal Units.

What We Do and What We Should Do Against Malnutrition in Spinal Cord Injury: A Position Paper From Italian Spinal Cord Injury Network Rehabilitation Centers.

Spinal cord injury (SCI) is a traumatic event that significantly impacts body composition and alters energy and nutritional needs. This places patients with SCI at a high risk of malnutrition, which can hinder optimal functional recovery, prolong hospital stays, increase hospital admissions, and contribute to the development of obesity and cardiovascular and metabolic ailments in chronic patients. Consequently, there is an urgent need for clear guidance to support clinicians in managing the nutritional needs of patients with SCI at different stages of the disease, including the acute (0 - 4 months after injury), post-acute (4 - 26 months after injury), and post-discharge phases.

Non-Invasive Blood Pressure Sensing via Machine Learning.

In this paper, a machine learning (ML) approach to estimate blood pressure (BP) using photoplethysmography (PPG) is presented. The final aim of this paper was to develop ML methods for estimating blood pressure (BP) in a non-invasive way that is suitable in a telemedicine health-care monitoring context. The training of regression models useful for estimating systolic blood pressure (SBP) and diastolic blood pressure (DBP) was conducted using new extracted features from PPG signals processed using the Maximal Overlap Discrete Wavelet Transform (MODWT).

Intermittent self-catheterization training and effects on treatment adherence and infection.

Background: Intermittent self-catheterization (CISC) is the preferred treatment for patients with bladder dysfunction due to spinal cord injuries or multiple sclerosis (MS). However, the learning phase plays a crucial role in the still frequent drop-out.

Aim: To examine whether the timing of training affects the treatment compliance and the prevalence of urinary tract infections in patients with neurogenic urinary retention.

Photoplethysmography Signal Wavelet Enhancement and Novel Features Selection for Non-Invasive Cuff-Less Blood Pressure Monitoring.

In this paper, new features relevant to blood pressure (BP) estimation using photoplethysmography (PPG) are presented. A total of 195 features, including the proposed ones and those already known in the literature, have been calculated on a set composed of 50,000 pulses from 1080 different patients. Three feature selection methods, namely Correlation-based Feature Selection (CFS), RReliefF and Minimum Redundancy Maximum Relevance (MRMR), have then been applied to identify the most significant features for BP estimation.

Changes in gut microbiota in the acute phase after spinal cord injury correlate with severity of the lesion.

After spinal cord injury (SCI), patients face many physical and psychological issues including intestinal dysfunction and comorbidities, strongly affecting quality of life. The gut microbiota has recently been suggested to influence the course of the disease in these patients. However, to date only two studies have profiled the gut microbiota in SCI patients, months after a traumatic injury.