Radiomics provides a structured approach to support clinical decision-making through key steps; however, users often face difficulties when switching between various software platforms to complete the workflow. To streamline this process, matRadiomics integrates the entire radiomics workflow within a single platform. This study extends matRadiomics to settings and validates it through a case study focused on malformation differentiation in a zebrafish model.
View Article and Find Full Text PDFEur Ann Allergy Clin Immunol
November 2024
Airways hyperresponsiveness (AHR) is a pathognomonic event of asthma in which the airways are reactive to various bronchoconstrictor stimuli at 'doses' that normally have no bronchoconstrictor effect in non-asthmatics. AHR is an objective measure of clinical efficacy, and the introduction of biologics revived interest as a marker of disease and its pathophysiologic mechanism. This article aims to discuss the mechanisms of AHR, focusing on the role of epithelial damage and TSLP production, and promote its correct assessment for the evaluation of patients with severe asthma, to predict the risk of exacerbations and outcomes, and the eligibility for treatment with an anti-TSLP agent.
View Article and Find Full Text PDFBackground: Occupational therapy (OT) is an essential component of patient care, and it is especially beneficial if focused on meaningful activities. For ataxic patients, traditional procedures are currently the most efficient, although without specific guidelines and suggestions for virtual reality integration. In this context, this study proposes Hybrid Smart Rehabilitation (HSR) based on mixed reality (MR) as an aid in overcoming limitations of the traditional OT procedures.
View Article and Find Full Text PDFAcoustic manipulation or perturbation of biological soft matter has emerged as a promising clinical treatment for a number of applications within regenerative medicine, ranging from bone fracture repair to neuromodulation. The potential of ultrasound (US) endures in imparting mechanical stimuli that are able to trigger a cascade of molecular signals within unscathed cells. Particularly, low-intensity pulsed ultrasound (LIPUS) has been associated with bio-effects such as activation of specific cellular pathways and alteration of cell morphology and gene expression, the extent of which can be modulated by fine tuning of LIPUS parameters including intensity, frequency and exposure time.
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