34 results on '"Severino, Alessandro"'
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2. Evaluating Geometric Design Characteristics of Two-Lane Two-Way Rural Roads on Crash Frequencies Occurrences
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Mirzahossein, Hamid, Adibi, Hadi, Khishdari, Abolfazl, Afandizadeh, Shahriar, and Severino, Alessandro
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- 2023
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3. Systematic literature review on the applications, impacts, and public perceptions of autonomous vehicles in road transportation system
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Olayode, Isaac Oyeyemi, Du, Bo, Severino, Alessandro, Campisi, Tiziana, and Alex, Frimpong Justice
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- 2023
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4. Systematic review on the evaluation of the effects of ride-hailing services on public road transportation
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Olayode, Isaac Oyeyemi, Severino, Alessandro, Justice Alex, Frimpong, Macioszek, Elżbieta, and Tartibu, Lagouge Kwanda
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- 2023
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5. Optimal Deployment of Electric Vehicles' Fast-Charging Stations
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Ullah, Irfan, Liu, Kai, Layeb, Safa Bhar, Severino, Alessandro, and Jamal, Arshad
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Global temperature changes -- Usage ,Automobiles, Electric -- Usage ,Transportation industry - Abstract
As climate change has become a pressing concern, promoting electric vehicles' (EVs) usage has emerged as a popular response to the pollution caused by fossil-fuel automobiles. Locating charging stations in areas with an expanding charging infrastructure is crucial to the accessibility and future success of EVs. Nonetheless, suitable planning and deployment for EV fast-charging stations is one of the most critical determinants for large-scale EV adoption. Installing charging stations in existing fuel/gas stations in the city may be an effective way to persuade people to adopt EVs. In this paper, we aim to optimally locate a fast-charging station in an existing gas station in the real-world scenario of Aichi Prefecture, Japan. The purpose is to locate and size fast-charging stations in such ways that drivers can get access to these charging facilities within a rational driving range while considering real-world constraints. Furthermore, we include the investment cost and the EVs users' convenience cost. This problem is formulated by five integer linear programming using a weighted set covering models. The developed model determines where to locate charging stations as well as how many chargers should be installed in each charging station. The experimental results demonstrate that an appropriate location scheme can be obtained using the model M[sub.5]. A computational experiment identifies the best infrastructure solutions for policymakers to consider in the context of growing environmental policies., Author(s): Irfan Ullah (corresponding author) [1,2,3]; Kai Liu [2]; Safa Bhar Layeb [4]; Alessandro Severino [5]; Arshad Jamal [6] 1. Introduction Climate change has been identified as a major concern [...]
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- 2023
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6. An Innovative Framework for Dynamic Traffic Lights Management Based on the Combined Use of Fuzzy Logic and Several Network Architectures
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Arena, Fabio, Pau, Giovanni, Ralescu, Anca, Severino, Alessandro, and You, Ilsun
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Fuzzy systems -- Usage ,Fuzzy logic -- Usage ,Wireless sensor networks -- Usage ,Fuzzy algorithms -- Usage ,Information management -- Usage ,Company business management ,Information accessibility ,Fuzzy logic ,Transportation industry - Abstract
The development of Information and Communication Technologies (ICT) has now reached some entirely unexpected domains. Many applications in modern cities lead to novelties, resulting in new habits of the citizens of tomorrow's smart cities. These innovations include Intelligent Transportation Systems (ITS). An important application domain of ITS is undoubtedly represented by the dynamic and optimized management of traffic-lighted road intersections. Although several works have already been presented in the literature over the years, many have not considered the new perspectives regarding the source of data to manage traffic lights, i.e., not only Wireless Sensor Networks (WSNs), but, mainly, the vehicular communications. This paper introduces an innovative approach to dynamically regulating traffic light cycles and phases in an isolated intersection. The suggested method can fit data management from WSNs and vehicular communications through IEEE 802.11p and LTE-V2V, employing various Fuzzy Logic Controllers (FLCs) that manage vehicles turning movements for dynamic controls of both the phase and the green time of traffic lights. The results obtained will allow us to observe that the proposed application is better than the others. Each of the implemented configurations will bring advantages and disadvantages that allow choosing one configuration or another based on specific project requirements., Author(s): Fabio Arena [1]; Giovanni Pau [1]; Anca Ralescu [2]; Alessandro Severino (corresponding author) [3]; Ilsun You [4] 1. Introduction Many countries are experiencing a rapid increase in the growth [...]
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- 2022
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7. Employing Bibliometric Analysis to Identify the Current State of the Art and Future Prospects of Electric Vehicles.
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Ullah, Irfan, Safdar, Muhammad, Zheng, Jianfeng, Severino, Alessandro, and Jamal, Arshad
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BIBLIOMETRICS ,SCIENTIFIC literature ,INFRASTRUCTURE (Economics) ,AIR pollutants ,DATABASES - Abstract
Electric vehicles (EVs) are rapidly becoming a sustainable and viable mode of future transportation due to their multitude of advantages, such as reduced CO
2 emissions, local air pollutants, and vehicular noise. This study aims to identify and analyze the scientific literature using bibliometric analysis to determine the main topics of authors, their sources, and the most-cited articles, countries, journals, and institutes in the literature on EVs. This bibliometric analysis included scientific work that was published from 2011 to 2022 to provide a thorough analysis of EVs, which will assist researchers and policymakers in understanding the most current global EV advancements. This analysis extracted all bibliometric information about EVs from the Scopus database, collecting 17,150 articles published between 2011 and 2022. The data were sorted for analysis by publication year, document type, author, institute, country, cited author, keyword, and keyword co-occurrence of the EVs. The VOSviewer software was employed to examine the sorted data due to its excellent analysis and visualization capabilities. We used VOSviewer to graphically represent the density, co-occurrence, trends, and linkage of the aforementioned data comprehensibly. The publishing patterns of EVs indicate that the research field is evolving, with a yearly increase in the number of publications. The analysis showed that China, the United States, and the United Kingdom are leading in EV research and large-scale applications. Furthermore, China is the leading country in terms of research institutions and authors involved in EVs. The journal Energies is the most prominent publication periodical. Keyword analysis revealed that during the past decade, EV research has concentrated on battery-management systems, energy storage, charging infrastructure, environmental concerns, etc. The bibliometric study offered pertinent details on the main themes explored concerning EVs and current technological developments. [ABSTRACT FROM AUTHOR]- Published
- 2023
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8. Dynamic Sustainable Processes Simulation to Study Transport Object Efficiency.
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Bondarenko, Iryna, Severino, Alessandro, Olayode, Isaac Oyeyemi, Campisi, Tiziana, and Neduzha, Larysa
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ELASTIC waves ,ROLLING stock ,LIFE cycle costing ,DYNAMICAL systems ,HUMAN settlements - Abstract
The development of reliability theory has led to the setting of tasks requiring consideration of the efficiency and functional safety of technical objects of transport over the life cycle. The paper demonstrates the possibility of using the universal laws of elastic wave theory to describe natural phenomena occurring in complex dynamic systems, on the examples of solving issues arising in the interaction of rolling stock and the railway track. The accounting of the time component and the ability of elastic waves to propagate energy in time and space allowed considering any interaction process as a chain of processes, incidence-reflection-refraction of force impulses of interaction. Understanding the physics of dynamic processes that occur in objects while performing their intended functions allows developers to improve objects in such a way as to minimize their life cycle cost and maximize their ability to perform their intended functions under different operating conditions. In addition, it allows the expansion of existing methods and approaches to diagnostics of dynamic transport systems. All this is a base for making it possible to develop an innovative and effective tool for engineers and scientists to assess the impact of technosphere transport objects on human habitats. [ABSTRACT FROM AUTHOR]
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- 2022
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9. Comprehensive Literature Review on the Impacts of COVID-19 Pandemic on Public Road Transportation System: Challenges and Solutions.
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Olayode, Isaac Oyeyemi, Severino, Alessandro Gaetano, Campisi, Tiziana, and Tartibu, Lagouge Kwanda
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The COVID-19 pandemic is a significant public health problem and the leading cause of reduction in the demand and supply of public transit in the last three years. It has caused an unprecedented reduction in the demand for public road transportation, and it has changed passengers' perceptions from positive to negative when it comes to using public transportation amenities. There is an increasing concern that the public road transportation systems are witnessing a new horizon, especially now that developed and developing countries are trying to resume their daily activities post COVID-19 pandemic. In this research, we focused on the overview of literature reviews of research within the past three years that focused on the challenges and solutions of the impact of the COVID-19 pandemic on public road transportation systems, especially when it comes to the enforcement of physical distancing in public transportation, usage of face masks and government interventions. The inclusion and exclusion criteria were used in reviewing the articles used for this literature review, and an original 140 articles were reduced to 100 articles that were used in this literature review. This research aims to create an overview literature review that highlights the impact of the pandemic on public transportation and identifies strategic ways in which urban planners and public road transportation researchers can develop constructive and efficient public road transportation planning to ensure the sustainability of public transportation systems in the post-COVID-19 era. This literature review extends our knowledge of the COVID-19 pandemic in public road transportation. It also provides additional evidence concerning the effectiveness of physical distancing and the use of face masks to prevent the COVID-19 virus in public road transportation networks. [ABSTRACT FROM AUTHOR]
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- 2022
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10. PREDICTION OF VEHICULAR TRAFFIC FLOW USING LEVENBERG-MARQUARDT ARTIFICIAL NEURAL NETWORK MODEL: ITALY ROAD TRANSPORTATION SYSTEM.
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Olayode, Isaac Oyeyemi, Severino, Alessandro, Campisi, Tiziana, and Tartibu, Lagouge Kwanda
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TRAFFIC flow , *AUTOMOTIVE transportation , *TRAFFIC congestion , *TRAFFIC engineering , *ARTIFICIAL neural networks , *CITY traffic , *INTELLIGENT transportation systems , *CAMCORDERS - Abstract
In the last decades, the Italian road transport system has been characterized by severe and consistent traffic congestion and in particular Rome is one of the Italian cities most affected by this problem. In this study, a Leven berg Marquardt (LM) artificial neural network heuristic model was used to predict the traffic flow of non-autonomous vehicles. Traffic datasets were collected using both inductive loop detectors and video cameras as acquisition systems and selecting some parameters including vehicle speed, time of day, traffic volume and number of vehicles. The model showed a training, test and regression value (R² ) of 0.99892, 0.99615 and 0.99714 respectively. The results of this research add to the growing body of literature on traffic flow modelling and help urban planners and traffic managers in terms of the traffic control and the provision of convenient travel routes for pedestrians and motorists. [ABSTRACT FROM AUTHOR]
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- 2022
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11. Introducing the Benefits of Autonomous Vehicles to Logistics During the COVID-19 Era.
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Campisi, Tiziana, Severino, Alessandro, and Al-Rashid, Muhammad Ahmad
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AUTONOMOUS vehicles ,COVID-19 ,SMART cities ,TRANSPORTATION management ,COVID-19 pandemic ,LOGISTICS - Abstract
Recent years have seen an evolution in automation and logistics technologies, especially with the recent growth of the e-commerce industry. The current COVID-19 pandemic and the spread of smart cities have made it necessary to rethink this sector regarding sustainability and resilience. There is a widespread need to redesign some of the steps that lead goods to our homes, encouraging decarbonization policies, reducing contacts between people for possible contagions and at the same time ensuring that products arrive intact and on time. Currently, there is only limited research on the impact of autonomous vehicles on the logistics industry. This paper reviews the literature by analyzing which autonomous systems have been integrated into long, medium, and short-distance logistics. It is clear that the adoption of Autonomous Vehicles (AVs) stimulates possible innovation in mobility management and transportation logistics and provides the impetus for many unexplored research opportunities. The research investigates the main theoretical and practical benefits related to the use of autonomous vehicles in logistics, differentiating four areas of action (i.e., indoor and outdoor environments, long-distance and first and last-mile logistics). [ABSTRACT FROM AUTHOR]
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- 2022
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12. Effective Jet-Grouting Application for Improving the State of Deformation of Landmarks.
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Severino, Alessandro, Wahrhaftig, Alexandre de Macêdo, Tiutkin, Oleksii, Gubashova, Valentyna, and Neduzha, Larysa
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LANDSLIDE hazard analysis ,SLOPE stability ,GEOLOGICAL surveys ,CIVIL service - Abstract
The problem of improving the state of deformation of landmarks is an important aspect when performing civil services, because they have a historical interest and bring symbolisms which relate to an event of particular interest for the community. The engineering–geological surveys, technical evaluation and operational suitability of landmarks of national significance are performed to improve the state of deformation. The conducted analytical assessment of landslide hazard slope stability in the RocScience Slide computational complex shows that in the presence of landslide prevention works, and the stability coefficient is increased by a factor of 1.21–1.37. The regularities of deformation and strength parameters of the soil–cement obtained during the jet-grouting application indicated an increase in strength gain of amplifier elements by an average of 1.6–4.0 times. This proves the effectiveness of the jet-grouting application for improving the state of deformation of landmarks of national significance. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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13. Pollutant Emissions in Ports: A Comprehensive Review.
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Barberi, Salvatore, Sambito, Mariacrocetta, Neduzha, Larysa, and Severino, Alessandro
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POLLUTANTS ,HARBORS ,CARBON dioxide ,SUSTAINABILITY ,RENEWABLE energy sources - Abstract
In recent decades, maritime transport demand has increased along with world population and global trades. This is associated with higher pollution levels, including the emissions of GHG and other polluting gases. Ports are important elements within maritime transport and contribute themselves to pollutant emissions. This paper aims to offer a comprehensive yet technical review of the latest related technologies, explaining and covering aspects that link ports with emissions, i.e., analyzing, monitoring, assessing, and mitigating emissions in ports. This has been achieved through a robust scientific analysis of very recent and significant research studies, to offer an up-todate and reliable overview. Results show the correlation between emissions and port infrastructures, and demonstrate how proper interventions can help with reducing pollutant emissions and financial costs as well, in ports and for maritime transportation in general. Besides, this review also wishes to propose new ideas for future research: new future experimental studies might spin-off from it, and perhaps port Authorities might be inspired to experiment and implement dedicated technologies to improve their impact on environment and sustainability. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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14. The Development of the Smart Cities in the Connected and Autonomous Vehicles (CAVs) Era: From Mobility Patterns to Scaling in Cities.
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Campisi, Tiziana, Severino, Alessandro, Al-Rashid, Muhammad Ahmad, and Pau, Giovanni
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SMART cities ,URBAN planning ,GREEN technology ,AUTONOMOUS vehicles ,NATURAL resources - Abstract
Smart cities aim to integrate technological development with different functions/components such as mobility, management of energy, natural resources, water, and the waste cycle, air quality, land use, service network, construction, but also the economy, social participation, increased employment, and citizen safety. It includes a series of coordinated and integrated social, environmental and economic interventions to enhance human capital, reduce environmental impacts and solve ecological emergencies. The holistic approach is particular to smart cities, including several mobility aspects in the main European classifications. In particular, the development of smart cities depends on several factors related to transport supply (i.e., mobility service, infrastructure details, ICT) and demand (socio-demographic aspects), and the size of the city. This paper provides an overview of the development of smart cities by defining a methodology that allows the identification of criteria for determining the optimisation of urban mobility with a particular interest in the development of future autonomous mobility. The analysis of current literature on the concept of smart cities and new mobility technologies made it possible to analyse the compatibility between them and possible criticalities. The definition of criteria lays the groundwork for future research steps focused on the application of multicriteria analysis. [ABSTRACT FROM AUTHOR]
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- 2021
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15. Autonomous Vehicles: An Analysis Both on Their Distinctiveness and the Potential Impact on Urban Transport Systems.
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Severino, Alessandro, Curto, Salvatore, Barberi, Salvatore, Arena, Fabio, Pau, Giovanni, and Santos, Luís Picado
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URBANIZATION ,DRIVERLESS cars ,AUTONOMOUS vehicles ,ROAD markings ,URBAN growth ,ARTIFICIAL intelligence - Abstract
Autonomous driving is a technological innovation that involves the use of Artificial Intelligence (AI) in the automotive area, representing the future of transport and whose applications will influence the concept of driving and many other features of modern society. Indeed, the introduction of Autonomous Vehicles (AVs) on the market, along with the development of related technologies, will have a potential impact not only on the automotive industry but also on urban transport systems. New mobility-related businesses will emerge, whereas existing ones will have to adapt to changes. There are various aspects that affect urban transport systems: in this work, we highlight how road markings, intersections, and pavement design upgradings have a key role for AVs operation. This work aims to describe how contemporary society will be influenced by Autonomous Vehicles' spread in regard to urban transport systems. A comprehensive analysis of the expected developments within urban transport systems is hereby presented, and some crucial issues concerning benefits and drawbacks are also discussed. From our studies, it emerges that the detection performed by vehicles is mainly affected by road markings characteristics, especially at intersections. Indeed, the need for a new cross-sections type arise, since vehicles wandering phenomena will be reduced due to AVs position-keeping systems. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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16. L'ORDINE DELLA CREAZIONE: Riflessioni a partire da una lettura sinottica della Summa theologiae e della Laudato si.
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SEVERINO, ALESSANDRO
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HEART beat , *THEOLOGICAL anthropology , *MALE authors , *THEOLOGY , *ANTHROPOLOGY , *VOCATION - Abstract
The article aims to bring the ecological "problem" back into the broader horizon of theological reflection, in a theology of creation perspective that puts the Summa theologiae and the encyclical Laudato si' in the background. By exploring the link between true theology and true anthropology, the Author contemplates man as the "beating heart" of creation, which must bring life to the whole creation, by means of a free response to his creative vocation as "custodian". Examining the intrinsic relationship between "order of creation", "natural order" and "moral order", the article draw attention to the anthropological root of the environmental question, also highlighting how an "ecological conversion" can be reached only in the context of a "theological conversion". [ABSTRACT FROM AUTHOR]
- Published
- 2020
17. Smart Pedestrian Crossing Management at Traffic Light Junctions through a Fuzzy-Based Approach.
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Pau, Giovanni, Campisi, Tiziana, Canale, Antonino, Severino, Alessandro, Collotta, Mario, and Tesoriere, Giovanni
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ADVANCED traffic management systems ,INTERNET of things ,SMART cities - Abstract
In the last few years, numerous research efforts have been conducted to merge the Internet of Things (IoT) with smart city environments. The goal to make a city “smart” is arising as a possible solution to lessen the issues caused by the urban population growth and fast urbanization. Attention also has focused on the pedestrian crossings because they are one of the most dangerous places in the transport field. Information and Communications Technologies (ICT) can undoubtedly be an excellent support in developing infrastructures that can best manage pedestrian crossing. For this reason, this paper introduces a fuzzy logic-based solution able to manage dynamically the traffic lights’ phases in signalized pedestrian crossings. The proposed approach provides the possibility to change the phases of the traffic light taking into account the time of the day and the number of pedestrians about to cross the road. The paper presents a thorough description of the fuzzy logic controller configuration, an in-depth analysis of the application scenario and simulative assessments obtained through Vissim simulations. [ABSTRACT FROM AUTHOR]
- Published
- 2018
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18. Managed Lane as Strategy for Traffic Flow and Safety: A Case Study of Catania Ring Road.
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Cafiso, Salvatore, Di Graziano, Alessandro, Giuffrè, Tullio, Pappalardo, Giuseppina, and Severino, Alessandro
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According to international traffic statistics, the quantity of daily traveling vehicles amounts to one billion, and it is estimated that in 2050 that amount will reach four billion. Urban population is growing especially in large metropolitan areas. This increase has different outgrowths concerning regular circulation, safety, and climatic perspectives. Therefore, the present and further increase of traffic flow is affecting the operational and safety performance of several roadway categories. Urban ring roads belong to a roadway category that is particularly subjected to congestion phenomena, but in many cases, public administrations are unable to afford required expenses to upgrade or build new roadways. Therefore, an intervention is needed that increases the capacity of existing infrastructures with limited cost results to be fundamental. In such a framework, the dynamic use of hard shoulder running (HSR) would represent a valid solution that both exploits existing infrastructures and facilitates traffic outflow by implementation of smart digital roads, with limited interventions on the physical infrastructure. Despite the expected improvements in traffic capacity, the HSR poses safety issues particularly in specific locations (e.g., interchanges) and for the operation of the transition phase for opening and closing the HSR. In this paper, the applicability and usefulness of microsimulation were tested with the Catania (Italy) ring road, as a case study, through the application of VISSIM traffic microsimulation software and SSAM traffic conflict tool, implementing different scenarios for the activation of the HSR. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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19. Active Transport Network Design Based on Transit-Oriented Development and Complete Street Approach: Finding the Potential in Qazvin.
- Author
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Mirzahossein, Hamid, Rassafi, Amir Abbas, Jamali, Zahra, Guzik, Robert, Severino, Alessandro, and Arena, Fabio
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ACTIVE biological transport ,PUBLIC transit ,TRANSPORTATION ,ENERGY consumption ,EMISSIONS (Air pollution) ,URBAN planners ,TRANSPORTATION engineers - Abstract
Today, automobile dependency constantly causes traffic congestion, delays, reduced access, increased fuel and energy consumption, and environmental emissions. Automobile dependency has caused many direct and indirect transportation problems that may influence our life. Urban planners and transportation engineers seek to improve transport networks considering social issues. One of the most successful solutions for advocating sustainable transport is transit-oriented development (TOD). Another solution that planners encourage to use is designing the roadways based on a complete street approach, which is a system that provides safe, convenient, and comfortable travel and increases accessibility for users of all ages regardless of their transport modes. The present study employed the saturated roads that have heavy traffic most of the time and public transport e-ticket data to investigate the potential complete streets in Qazvin. An online questionnaire was developed using the Analytic Hierarchy Process (AHP) method based on the TOD and the complete street framework to investigate the essential criteria for redesigning the network based on the active transport approach. Thus, after analyzing the six criteria (density, diversity, distance, accessibility, demand management, and design) and eight sub-criteria (pedestrian flow, pedestrian density, connectivity, safety, bike route, bus route, road width, and urban tree canopy index), the proposed active transport network emerged and results show that five high priority streets were identified to be considered as a solution. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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20. Performance Evaluation of a Hybrid PSO Enhanced ANFIS Model in Prediction of Traffic Flow of Vehicles on Freeways: Traffic Data Evidence from South Africa.
- Author
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Olayode, Isaac Oyeyemi, Severino, Alessandro, Tartibu, Lagouge Kwanda, Arena, Fabio, and Cakici, Ziya
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PARTICLE swarm optimization ,TRAFFIC flow ,EXPRESS highways ,VEHICLES - Abstract
In the last few years, there has been a significant rise in the number of private vehicles ownership, migration of people from rural areas to urban cities, and the rise in the number of under-maintained freeways; all these have added to the perennial problem of traffic congestion. Traffic flow prediction has been recognized as the solution in alleviating and reducing the problem of traffic congestion. In this research, we developed an adaptive neuro-fuzzy inference system trained by particle swarm optimization (ANFIS-PSO) by performing an evaluative performance of the model through traffic flow modelling of vehicles on five freeways ( N 1 , N 3 , N 12 , N 14 and N 17) using South Africa Transportation System as a case study. Six hundred and fifty (650) traffic data were collected using inductive loop detectors and video cameras from the five freeways. The traffic data used for developing these models comprises traffic volume, traffic density, speed of vehicles, time, and different types of vehicles. The traffic data were divided into 70% and 30% for the training and validation of the model. The model results show a positively correlated optimal performance between the inputs and the output with a regression value R 2 of 0.9978 and 0.9860 for the training and testing. The result of this research shows that the soft computing model ANFIS-PSO used in this research can model vehicular traffic flow on freeways. Furthermore, the evidence from this research suggests that the on-peak and off-peak hours are significant determinants of vehicular traffic flow on freeways. The modelling approach developed in this research will assist urban planners in developing practical ways to tackle traffic congestion and assist motorists and pedestrians in travel behaviour decision-making. Finally, the approach used in this study will assist transportation engineers in making constructive and safety dependent guidelines for drivers and pedestrians on freeways. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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21. Comparative Traffic Flow Prediction of a Heuristic ANN Model and a Hybrid ANN-PSO Model in the Traffic Flow Modelling of Vehicles at a Four-Way Signalized Road Intersection.
- Author
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Olayode, Isaac Oyeyemi, Tartibu, Lagouge Kwanda, Okwu, Modestus O., and Severino, Alessandro
- Abstract
The accurate and effective prediction of the traffic flow of vehicles plays a significant role in the construction and planning of signalized road intersections. The application of artificially intelligent predictive models in the prediction of the performance of traffic flow has yielded positive results. However, much uncertainty still exists in the determination of which artificial intelligence methods effectively resolve traffic congestion issues, especially from the perspective of the traffic flow of vehicles at a four-way signalized road intersection. A hybrid algorithm, an artificial neural network trained by a particle swarm optimization model (ANN-PSO), and a heuristic Artificial Neural Network model (ANN) were compared in the prediction of the flow of traffic of vehicles using the South Africa transportation system as a case study. Two hundred and fifty-nine (259) traffic datasets were obtained from the South African road network using inductive loop detectors, video cameras, and GPS-controlled equipment. For the ANN and ANN-PSO training and testing, 219 traffic data were used for the training, and 40 were used for the testing of the ANN-PSO model, while training (160), testing (40), and validation (59) was used for the ANN. The ANN result presented a logistic sigmoid transfer function with a 13–6–1 model and a testing R 2 of 0.99169 compared to the ANN-PSO result, which showed a testing performance of R 2 0.99710. This result shows that the ANN-PSO model is more efficient and effective than the ANN model in the prediction of the traffic flow of vehicles at a four-way signalized road intersection. Furthermore, the ANN and ANN-PSO models are robust enough to predict traffic flow due to their better testing performance. The modelling approaches proposed in this study will assist transportation engineers and urban planners in designing a traffic control system for traffic lights at four-way signalized road intersections. Finally, the results of this research will assist transportation engineers and traffic controllers in providing traffic flow information and travel guidance for motorists and pedestrians in the optimization of their travel time decision-making. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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22. Safety Evaluation of Flower Roundabout Considering Autonomous Vehicles Operation.
- Author
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Severino, Alessandro, Pappalardo, Giuseppina, Curto, Salvatore, Trubia, Salvatore, and Olayode, Isaac Oyeyemi
- Abstract
With the significant technological growth that affected autonomous vehicles in the last decade, several consequences occurred as: human factor exclusion, entry and exit manoeuvres precision from roundabouts, and headway reduction. In this paper, it was carried out a microsimulation approach study that aims to evaluate benefits in terms of safety obtained with flower roundabouts in a scenario where traffic is characterized by conventional vehicles "CVs" and Connected Autonomous Vehicles "CAVs". This study focused on the evaluation of CAVs and CVs operation with the presence of the so called "weak users" or rather, pedestrians and bikes. Then, simulated scenarios were characterized by the presence of zebra-crossings in main roads, positioned at 20 m from circulatory carriageway edges. Micro simulation choice is due to the absence of survey data collection because the presence of CAVs in ordinary traffic is still minimal. The micro simulation was carried out through VISSIM, so it was operated with a specific methodological path, consisting, in the application, of O–D matrix based on real cases, in order to achieve an assessment of potential conflicts in relation with the increase in CAVs. Simulation results showed that higher safety levels were achieved for special cases of O–D distribution and with CAVs present. Finally, considering crash absence in results related to CAVs presence, safety interventions of such roundabout types have to be thorough. There were 10 O/D matrices analysed through VISSIM considering parameters as: average tail length, maximum tail length, average speed, vehicles, and number of stops quantity. As reported in the conclusion section, O/D matrices that showed minimum conflicts and maximum dynamic performances were identified. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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23. Routes Planning Models for Railway Transport Systems in Relation to Passengers' Demand.
- Author
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Severino, Alessandro, Martseniuk, Larysa, Curto, Salvatore, and Neduzha, Larysa
- Abstract
Nowadays, transport systems efficiency plays a key role for communities' liveability and economy, being in addition an important factor in the economic integration of countries. The purpose of the article is to develop multi-stage models of tourist activities for optimizing the development of operating companies. For the implementation of models, the authors evolved the relevant system of organizational-functional support for the development of railway tourism. The research will enable us to take into consideration risks when planning tourist routes by railway, determine the order of construction or start of routes, and assess their profitability. This will provide to earn the expected incomes of all interested parties in tourist activities for the specified period. The authors created economic-mathematical models of the discrete optimal planning of the railway tourism operations. This takes into account conditions of risks and cooperation, and allows to determine which sets of effective routes are the most profitable ones. The results of the realization of the developed models include the task of the succession of the tourist route introduction according to the present and future infrastructure, availability of the rolling stock, etc. In this, consideration is given to obtaining maximum profit from tourism businesses for every participant during an established period. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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- View/download PDF
24. A Novel Acceleration Signal Processing Procedure for Cycling Safety Assessment.
- Author
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Murgano, Emanuele, Caponetto, Riccardo, Pappalardo, Giuseppina, Cafiso, Salvatore Damiano, and Severino, Alessandro
- Subjects
CYCLING safety ,SIGNAL processing ,SIGNAL filtering ,SIGNAL sampling ,CITY dwellers ,BICYCLE lanes ,TRAFFIC safety - Abstract
With the growing rate of urban population and transport congestion, it is important for a city to have bike riding as an attractive travel choice but one of its biggest barriers for people is the perceived lack of safety. To improve the safety of urban cycling, identification of high-risk location and routes are major obstacles for safety countermeasures. Risk assessment is performed by crash data analysis, but the lack of data makes that approach less effective when applied to cyclist safety. Furthermore, the availability of data collected with the modern technologies opens the way to different approaches. This research aim is to analyse data needs and capability to identify critical cycling safety events for urban context where bicyclist behaviour can be recorded with different equipment and bicycle used as a probe vehicle to collect data. More specifically, three different sampling frequencies have been investigated to define the minimum one able to detect and recognize hard breaking. In details, a novel signal processing procedure has been proposed to correctly deal with speed and acceleration signals. Besides common signal filtering approaches, wavelet transformation and Dynamic Time Warping (DTW) techniques have been applied to remove more efficiently the instrument noise and align the signals with respect to the reference. The Euclidean distance of the DTW has been introduced as index to get the best filter parameters configuration. Obtained results, both during the calibration and the investigated real scenario, confirm that at least a GPS signal with a sampling frequency of 1 Hz is needed to track the rider's behaviour to detect events. In conclusion, with a very cheap hardware setup is possible to monitor riders' speed and acceleration. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
25. A Systematic Review of the Hydrological, Environmental and Durability Performance of Permeable Pavement Systems.
- Author
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Sambito, Mariacrocetta, Severino, Alessandro, Freni, Gabriele, and Neduzha, Larysa
- Abstract
Due to urbanization, large portions of vegetated territory have been replaced by waterproof surfaces. The consequences are greater outflows, lower infiltration, and lower evapotranspiration. Pavement systems made with permeable surfaces allow the infiltration of water, ensuring reduction of runoff volume. In this paper, the methods of analysis of the hydrological and environmental performance of the pavement systems are reviewed in the context of urban drainage and regarding their durability. The purpose is to present an overview of the studies published during the last decade in the field. The Pubmed and Web Science Core Collection electronic databases were used to conduct the scientific literature survey. This generated 1238 papers, of which only 17 met the criteria and were included and discussed in this review. The evidence drawn from the knowledge on which the document is based provides useful critical interpretations of existing studies to progress the current understanding on hydrological performance and environment impacts in terms of conventional pollutant removal efficiency and the current permeable pavement systems. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
26. Analysis and Evaluation of Ramp Metering: From Historical Evolution to the Application of New Algorithms and Engineering Principles.
- Author
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Trubia, Salvatore, Curto, Salvatore, Barberi, Salvatore, Severino, Alessandro, Arena, Fabio, and Pau, Giovanni
- Abstract
In the modern era, characterized by intense urbanization and frequent travel between interconnected communities, the constant expansion of cities, associated with high densities and growing need for traveling, has led to a significant increase in road traffic volumes. More than ever, road traffic today requires effort to be managed effectively in order to improve performance and safety conditions, given the greater probability of unpleasant events such as accidents or road congestion with related delays and the increased stress levels of the user and infrastructure. Fortunately, there are already various engineering tools, such as ramp metering, that can be used for this purpose. Ramp metering allows for achieving the aforementioned desired benefits, including improving mobility, reliability, efficiency, and safety, and even reducing environmental impact. It also has been shown to be cost-effective from the existing literature. Further research will be necessary to strengthen the quality, efficacy, and efficiency of ramp metering, especially considering the fast-paced progress in technology (e.g., connected autonomous vehicles and drones used for surveys) and new challenging scenarios (e.g., congested industrial areas and emergency vehicles). This review's scope is to present a general overview of principal ramp metering solutions, focusing on current research studies in the last couple of years and highlighting some of the main algorithms used for this purpose, depending on diverse scenarios. With this article, the authors desire to present the subject of ramp metering, providing a general overview of its story, evolution, and recent analytical models. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
27. Decision Tree Method to Analyze the Performance of Lane Support Systems.
- Author
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Pappalardo, Giuseppina, Cafiso, Salvatore, Di Graziano, Alessandro, and Severino, Alessandro
- Abstract
Road departure is one of the main causes of single vehicle and frontal crashes. By implementing lateral support systems, a significant amount of these accidents can be avoided. Typical accidents are normally occurring due to unintentional lane departure where the driver drifts towards and across the line identifying the edge of the lane. The Lane Support Systems (LSS) uses cameras to "read" the lines on the road and alert the driver if the car is approaching the lines. Anyway, despite the assumed technology readiness, there is still much uncertainty regarding the needs of vision systems for "reading" the road and limited results are still available from in field testing. In such framework the paper presents an experimental test of LSS performance carried out in two lane rural roads with different geometric alignments and road marking conditions. LSS faults, in day light and dry pavement conditions, were detected on average in 2% of the road sections. A decision tree method was used to analyze the cause of the faults and the importance of the variable involved in the process. The fault probability increased in road sections with radius less than 200 m and in poor conditions of road marking. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
28. A Review on IEEE 802.11p for Intelligent Transportation Systems.
- Author
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Arena, Fabio, Pau, Giovanni, and Severino, Alessandro
- Subjects
INTELLIGENT transportation systems ,ROAD safety measures - Abstract
Road safety is an active area of research for the automotive industry, and certainly one of ongoing interest to governments around the world. The intelligent transportation system (ITS) is one of several viable solutions with which to improve road safety, where the communication medium (e.g., among vehicles and between vehicles and the other components in an ITS environment, such as roadside infrastructure) is typically wireless. A typical communication standard adopted by car manufacturers is IEEE 802.11p for communications. Thus, this paper presents an overview of IEEE 802.11p, with a particular focus on its adoption in an ITS setting. Specifically, we analyze both MAC and PHY layers in a dedicated short-range communication (DSRC) environment. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
29. V2X Communications Applied to Safety of Pedestrians and Vehicles.
- Author
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Arena, Fabio, Pau, Giovanni, and Severino, Alessandro
- Subjects
PEDESTRIAN accidents ,TRAFFIC congestion ,TRAFFIC signs & signals ,BUILDING sites ,SYSTEMS development ,VEHICLES ,PEDESTRIANS - Abstract
Connected cars and vehicle-to-everything (V2X) communication scenarios are attracting more researchers. There will be numerous possibilities offered by V2X in the future. For instance, in the case of vehicles that move in a column, they could react to the braking of those in front of it through the rapid information exchanges, and most chain collisions could be avoided. V2X will be desiderated for routes optimizations, travel time reductions, and accident rate decrease in cases such as communication with infrastructures, traffic information exchanges, functioning of traffic lights, possible situations of danger, and the presence of construction sites or traffic jams. Furthermore, there could be massive conversations between smartphones and vehicles performing real-time dialogues. It is relatively reasonable to expect a connection system in which a pedestrian can report its position to all surrounding vehicles. Regarding this, it is compelling to perceive the positive effects of the driver being aware of the presence of pedestrians when vehicles are moving on the roads. This paper introduces the concepts for the development of a solution based on V2X communications aimed at vehicle and pedestrian safety. A potential system architecture for the development of a real system, concerning the safety of vehicles and pedestrians, is suggested to draft some guidelines that could be followed in new applications. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
30. Teologi in concerto. Scritti in onore di monsignor Costantino Di Bruno nel suo 70° genetliaco.
- Author
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Severino, Alessandro
- Published
- 2017
31. Dysplastic Bone Marrow Changes During Maintenance Therapy for Acute Leukemia.
- Author
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Chinello, Matteo, Naviglio, Samuele, Shardlow, Alison, Severino, Alessandro, Ventura, Alessandro, and Locasciulli, Anna
- Published
- 2015
- Full Text
- View/download PDF
32. Primary cutaneous B cell lymphoma, leg type presenting as a diabetic ulcer: A challenging diagnosis.
- Author
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Russo, Daniela, Cretella, Pasquale, Varricchio, Silvia, Mosella, Francesca, D'Andrea, Francesco, Severino, Alessandro, and Mascolo, Massimo
- Subjects
- *
B cell lymphoma , *KAPOSI'S sarcoma , *TYPE 1 diabetes , *DIAGNOSIS , *ULCERS , *FOOT , *B cells , *LEG - Abstract
A crescent number of reports describe malignant dermal malignancies presenting as diabetic ulcers, such as melanoma, Kaposi's sarcoma, squamous cell carcinoma and cutaneous lymphoma. The authors reported the clinical and histopathological features of this challenging case of a PCBCL, leg type presenting as a foot ulcer to exemplify the diagnostic difficulties, mainly when, at the onset, this tumour exhibits uncharacteristic features. A 43 years-old male with a 10-year history of compensated type I diabetes developed an ulcerated 3 cm of diameter tumour on the lateral region of the right foot. This lesion had previously been biopsied and treated as a diabetic neuropathic ulcer elsewhere. Due to the appearance of intralesional necrosis associated with stable inflammation and diabetes laboratory parameters, the clinicians made a provisional clinical diagnosis of pyoderma gangrenosum and performed further two incisional biopsies. Histology showed a clear-cut PCBCL, leg type. Diabetic skin lesions, especially in older patients with persistent non-healing characteristics of pain and tenderness, must be carefully managed through the close correlation of clinical, imaging, and histological features. A correct diagnosis allows avoiding inadequate treatment, which would lead to severe consequences for these patients. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
33. Prognostic value of Bcl2 and Bcl6 in primary cutaneous large B-cell lymphoma: A systematic review and meta-analysis.
- Author
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Russo, Daniela, Travaglino, Antonio, Varricchio, Silvia, Pace, Mirella, Cretella, Pasquale, Baldo, Antonello, Severino, Alessandro, Picardi, Marco, and Mascolo, Massimo
- Subjects
- *
PROGRESSION-free survival , *DIFFUSE large B-cell lymphomas , *PROGNOSIS , *LYMPHOMAS , *SURVIVAL rate , *B cells , *OVERALL survival - Abstract
To assess the prognostic value of Bcl2 and Bcl6 in primary cutaneous diffuse large B-cell lymphoma (pcDLBCL), through a systematic review and meta-analysis. Electronic databases were searched from their inception to April 2021 for studies reporting Bcl2 and Bcl6 expression and survival outcomes in pcDLBCL series. Kaplan-Meier and Cox regression survival analyses with hazard ratio calculation were performed for overall survival (OS), with a significant p-value< 0.05. Eight studies with 148 patients were included. OS was significantly decreased in Bcl2-pos itive pcDLBCLs (5-year OS= 52.9 ± 5.2%) compared to Bcl2 negative pcDLBCLs (5-year OS= 86.6 ± 7.2%), with a HR of 4.615 (95% CI, 1.827–11.657; p = 0.001); no significant difference in OS was found between Bcl6-positive pcDLBCLs (5-year OS= 61.3 ± 6.5%) and Bcl6-negative pcDLBCLs (5-year OS= 56.8 ± 7.2%), with a HR of 0.789 (95% CI, 0.462–1.350; p = 0.388). In pcDLBCL, Bcl2 expression is a strong unfavourable prognostic marker; Bcl6 does not seem to be associated with survival instead. Further studies are necessary in this field. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
34. Clinical features associated with high pathological grade in primary thyroid lymphoma.
- Author
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Travaglino, Antonio, Pace, Mirella, Varricchio, Silvia, Insabato, Luigi, Picardi, Marco, Severino, Alessandro, Pane, Fabrizio, Staibano, Stefania, and Mascolo, Massimo
- Subjects
- *
AUTOIMMUNE thyroiditis , *TUMOR markers , *BIOMARKERS , *LYMPH nodes , *META-analysis - Abstract
This study aimed to identify clinical features associated with high pathological grade (HG) in primary thyroid lymphoma (PTL), through a systematic review and meta-analysis. Electronic databases were searched for studies assessing PTL. Extracted data were age, sex, lymph node involvement, symptoms, lymphocytic thyroiditis, serum tumor markers; the association with HG was assessed by using odds ratio (OR), with a significant p-value<0.05. Twenty-four studies with 1916 PTLs were included. HG was significantly associated with age≤55 (OR = 0.54; p < 0.0001); female sex (OR = 1.31; p = 0.02), lymph node involvement (OR = 2.23; p < 0.00001), compressive symptoms (OR = 2.61; p < 0.0001), absence of lymphocytic thyroiditis (OR = 0.45; p = 0.0002), and increased LDH levels (OR = 4.90; p < 0.00001), but not with age>60 (OR = 0.74; p = 0.24), age>70 (OR = 1.16; p = 0.66), and B symptoms (OR = 1.30; p = 0.54). In conclusion, Age≤55, female sex, lymph node involvement, compressive symptoms and absence of lymphocytic thyroiditis may be predictive factors for HG in PTL. On the other hand, B symptoms does not seem to be associated with pathological grade. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
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