A5070301076- Global Health Care Issues
- Total Knee Arthroplasty Outcomes
- Italy: Economic History and Contemporary Issues
- Healthcare Systems and Reforms
- Knee injuries and reconstruction techniques
- Health disparities and outcomes
- Banking stability, regulation, efficiency
- Osteoarthritis Treatment and Mechanisms
- Credit Risk and Financial Regulations
- Global Maternal and Child Health
- Employment and Welfare Studies
- Financial Distress and Bankruptcy Prediction
- Health Systems, Economic Evaluations, Quality of Life
- Insurance and Financial Risk Management
- Monetary Policy and Economic Impact
- Healthcare Policy and Management
- Artificial Intelligence in Healthcare and Education
- Diverse academic and cultural studies
- Patient Satisfaction in Healthcare
- Housing Market and Economics
- Protein Degradation and Inhibitors
- Healthcare Facilities Design and Sustainability
- Italian Social Issues and Migration
- Machine Learning in Healthcare
- Management, Economics, and Public Policy
Quantum (Australia)
2024
University of Ferrara
2020-2024
Universitatea de Medicină, Farmacie, Științe și Tehnologie „George Emil Palade” din Târgu Mureș
2024
Hand and Upper Limb Clinic
2024
Northwest Orthopaedic Specialists
2024
American Orthopaedic Foot and Ankle Society
2024
Quantum Pharmaceutical (United Kingdom)
2024
Norfolk and Norwich University Hospitals NHS Foundation Trust
2024
National Health Service
2024
University of Bergamo
2014-2022
<h2>Summary</h2><h3>Background</h3> An adequate amount of prepaid resources for health is important to ensure access services and the pursuit universal coverage. Previous studies on global financing have described relationship between economic development financing. In this study, we further explore trends examine how sources funds used, types purchased, assistance disbursed change with development. We also identify countries that deviate from trends. <h3>Methods</h3> estimated national...
The amount of resources, particularly prepaid available for health can affect access to care and outcomes. Although spending tends increase with economic development, tremendous variation exists among financing systems. Estimates future be beneficial policy makers planners, identify gaps. In this study, we estimate gross domestic product (GDP), all-sector government spending, disaggregated by source, compare expected potential spending.We extracted GDP, in 184 countries from 1980-2015, spend...
Through a comprehensive analysis of Italy's estimates from the Global Burden Diseases, Injuries, and Risk Factors Study (GBD) 2017, we aimed to understand patterns health loss response health-care system, offer evidence-based policy indications in light demographic transition government spending country.
Background Quantum computing and quantum machine learning (QML) are promising experimental technologies that can improve precision medicine applications by reducing the computational complexity of algorithms driven big, unstructured, real-world data. The clinical problem knee osteoarthritis is that, although some novel therapies safe effective, response variable, defining characteristics an individual who will respond remains a challenge. In this study, we tested neural network (QNN)...
Microfragmented adipose tissue (MFAT) has been shown to benefit osteoarthritic patients by reducing pain and supporting regeneration through a mesenchymal stem cell (MSC)-related paracrine mechanism. This observational study of 110 knees assessed patient-centered outcomes pain, functionality, quality life, analyzing their variation at twelve months following one ultrasound-guided intra-articular injection autologous MFAT for the treatment knee osteoarthritis (KOA).Inclusion criteria were as...
Objective To identify key variables predictive of patient responses to microfragmented adipose tissue (MFAT) treatment in knee osteoarthritis (KOA) and evaluate its potential delay or mitigate the need for total replacement (TKR). Methods We utilised a dataset comprising 329 patients treated with MFAT KOA, incorporating such as gender, age, BMI, arthritic aetiology, radiological grade, Oxford Knee Scores (OKS) pre- post-treatment. employed random forest regressors model training testing,...
Knee osteoarthritis (KOA) is a significant cause of disability in globally ageing population. replacement surgery has been shown to improve function and quality life. Access this intervention can be limited for number reasons including rationing care, lack healthcare provision austere environments, more recently, due the cessation elective orthopaedic care as result COVID pandemic. Referral knee often guided by patient's Oxford Score (OKS). Recent therapies treatment with microfragmented...
Hip osteoarthritis (OA) is a major contributor to reduced quality of life and concomitant disability associated with lost working months. Intra-articular injection various biological materials has shown promise in alleviating symptoms potentially slowing down the degenerative process. Here, we compared effects treatment cohort 147 patients suffering from grade 1-4 hip OA; either micro-fragmented adipose tissue (MFAT), or combination MFAT platelet-rich plasma (PRP). We found significant...
Knee osteoarthritis is a major cause of disability worldwide. Newer modalities treatment with less morbidity, such as intra-articular injection microfragmented fat (MFAT), are showing promise. We report on our novel observation that women show greater improvement in pain and function to MFAT than men. Traditionally, have been underrepresented studies both sexes regularly fail analyze the results by sex. To mitigate for this bias quantify it, we describe technique using reproducible...
Abstract Background The clinical problem of knee osteoarthritis is that, although some novel therapies are safe and effective, the response variable, defining features that predict individual remains a challenge. Variational quantum-classical quantum machine learning (QML) algorithms based on parameterized circuits (PQC) promising experimental technologies which can improve efficiency precision medicine decision support systems (CDSS) real-world data stored in large unstructured databases....
This work focuses on the economic implications of relationship between life expectancy, number years lost to disability and per-capita total health expenditure. The primary goal paper is identify plot correlation healthcare expenditure global increase in order assess if, how, way longer average lifespans are achieved affects sustainability. Datasets regarding United States, European Union five largest emerging systems (i.e., Brazil, Russian Federation, India, China South Africa) were...
Introduction Osteoarthritis is a leading cause of global disability and set to worsen with the concurrent rise in rates obesity an ageing population [1]. Current clinical solutions are sub-optimal regards their invasiveness outcomes. Orthopaedic biologics emerging field that offers alternative parallel treatment options address this problem. Determining which patients will benefit most from these novel treatments key developing pathways. Methods Our dataset included 329 treated...
Purpose of the paper: Health and sustainability have become an almost indissoluble unity analysis in all advanced health care systems.We ask research question if Italian enduring recession will affect economic financial Government financing period 2014-2018.Methodology: We adapted theoretical framework introduced by WHO 2009 to economy suffering from stagflation, with data obtained Document Economy Finance 2011 2014 International Monetary Fund.Findings: found that 2014: 1) has significantly...
Olgiati Stefano - University of Bergamo, Department Management, Economics and Quantitative Methods. 
 Danovi Alessandro Bergamo
 The loan manager dealing with one single borrower at a time being responsible for that decision to lend is exposed the idiosyncratic risk default his customer just like physician wrong diagnosis our strep throat. At same – if we do not expect throat diagnostic test kit change would still reading become more careful or update prior beliefs about diagnoses...
Italy and the Eurozone are heading in year 2012 into a financial depression of unprecedented magnitude, with forthcoming multitude often contradictory public economic stability emergency interventions whose ultimate endogenous exogenous effects on private health spending sustainability universal coverage difficult to predict ex ante. The research question is assess whether it possible synthesise single simple quantitative index such their magnitude direction towards increasing or decreasing...
Die Autoren berichten über die abgebrochene Behandlung eines Falles von Pädophilie und stellen zur Debatte, ob Lektüre Vladimir Nabokovs »Lolita« dazu beigetragen hat, einige klinische Aspekte der abgebrochenen psychoanalytischen im Nachhinein besser zu verstehen.

 Background: Hospital discharge records are widely classified through the Diagnosis Related Group (DRG) system; version currently used in Italy counts 538 different codes, including thousands of diagnosis and procedures. These numbers reflect considerable effort simplification, yet current classification system is little use to evaluate hospital production performance.
 Methods: As case-mix a given Unit (HU) driven by its physicians’ specializations, grouping DRGs into...