A5034161989- Building Energy and Comfort Optimization
- Electronic Health Records Systems
- Topic Modeling
- Biomedical Text Mining and Ontologies
- Data Quality and Management
- Semantic Web and Ontologies
- Access Control and Trust
- Natural Language Processing Techniques
- Architecture and Computational Design
- Fluid Dynamics and Turbulent Flows
- Solar Energy Systems and Technologies
- Machine Learning in Healthcare
- Information and Cyber Security
- Blockchain Technology Applications and Security
- Distributed and Parallel Computing Systems
- Urban Heat Island Mitigation
- Business Process Modeling and Analysis
- Peer-to-Peer Network Technologies
- Historical and Environmental Studies
- Service-Oriented Architecture and Web Services
- Urban Planning and Valuation
- Smart Grid Security and Resilience
- Smart Cities and Technologies
- Text and Document Classification Technologies
- Wind and Air Flow Studies
Institute for High Performance Computing and Networking
2014-2024
National Research Council
2014-2024
Indian Council of Agricultural Research
2012-2014
National Academies of Sciences, Engineering, and Medicine
2011
Parthenope University of Naples
2009-2010
University of Pisa
1968-2004
Consejo Superior de Investigaciones Científicas
1958-1965
Unidades Centrales Científico-Técnicas
1958
In this paper, an open-source system for a controller-free, highly interactive exploration of medical images is presented. By using Microsoft Xbox Kinect™ as the only input device, system's user interface allows users to interact at distance through hand and arm gestures. The paper also details interaction techniques we have designed specifically deviceless imaging data. Since touch-free does not require complex calibration steps, it suitable use in operating rooms, where non-sterilizable...
In this paper, a careful theoretical analysis of the thermal dynamics an electronic device and its package was carried out in order to study problem equivalent circuit implementation. It found that temperature evolution time is ruled by infinite convergent series constants. The knowledge first n terms time-constant spectrum obtained from transient measurements allows complete characterization suitable reliable structured as Cauer low-pass network with cells. total resistance therefore...
Digitization in healthcare systems, with the wid adoption of Electronic Health Records, connected medical devices, software and systems providing efficient service delivery management. On other hand, use these has significantly increased cyber threats sector. Vulnerabilities existing legacy are one key causes for related risks. Understanding addressing from devices parts ICT health infrastructure paramount importance ensuring security within overall ecosystem. Threat vulnerability analysis...
This paper describes a novel architecture that aims to create template for the implementation of an IT platform, supporting deployment and integration different digital twin subsystems compose complex urban intelligence system. In more detail, proposed Smart City has following main purposes: (i) facilitating in cloud environment; (ii) effectively storing, integrating, managing, sharing huge amount heterogeneous data acquired produced by each subsystem, using lake; (iii) exchange sharing;...
Publish/subscribe services have encountered considerable success in the building of modern large-scale mission-critical systems. Such systems are characterized by several non-functional requirements, among which security plays a pivotal role due to emergence numerous cyber attacks targeting most This requires that adopted publish/subscribe be equipped with proper means protect exchanged data, preserve their correct behavior and face possible attack scenarios. Although significant efforts...
Abstract The healthcare sectors have constantly faced significant challenge due to the rapid rise of cyber threats. These threats can pose any potential risk within system context and disrupt critical service delivery. It is therefore necessary for organisations understand tackle ensure overall security resilience. However, are continuously evolved there large amount unstructured security-related textual information available. This makes threat assessment management task very challenging....
The large availability of clinical natural language documents, such as narratives or diagnoses, requires the definition smart automatic systems for their processing and analysis, but lack annotated corpora in biomedical domain, especially languages different from English, makes it difficult to exploit state-of-art machine-learning extract information kinds documents. For these reasons, healthcare professionals lose big opportunities that can arise analysis this data. In paper, we propose a...
In the current Italian eHealth scenario, a national IT platform has been designed and developed with purpose of ensuring interoperability between various Electronic Health Record (EHR) systems that have adopted in different regions country, according to requirements provided by Laws. this way, healthcare providers policy makers can acquire process data patient despite its initial format source, allowing an improved quality care optimizing management financial resources. To further exploit...
The automatic ICD-10 classification of medical documents is actually an unresolved issue, despite its crucial importance. existence machine learning approaches de-voted to this task in contrast with the lack annotated resources, especially for languages different from English. Recent Transformer-based multilingual neural language models at scale have provided innovative approach dealing cross lingual Natural Language Processing tasks. In paper, we present a preliminary evaluation...
Artificial intelligence has brought many innovations to our lives. At the same time, it is worth designing robust safety machine learning (ML) algorithms obtain more benefits from technology. Reinforcement (RL) being an important ML method largely applied in safety-centric scenarios. In such a situation, constraints are necessary avoid undesired outcomes. Within traditional RL paradigm, agents typically focus on identifying states associated with high rewards maximize its long-term returns....
The heterogeneity of the formats and standards clinical data, which includes both structured, semi-structured, unstructured in addition to sensitive information contained them, require definition specific approaches that are able implement methodologies can permit extraction valuable buried under such data. Although many challenges issues have not been fully addressed still exist when this must be processed used for further purposes, most recent techniques based on machine learning big data...
This paper presents Smoothed Pointing, a velocity-based precision enhancing technique for remote pointing by means of absolute devices. After discussing the most recent related work concerning problem accuracy in handheld input devices, we introduce distinctive features control-to-display ratio adaptation have designed to: i) reduce effect both noise device signals and hand tremors on cursor stability; ii) increase when performed large, high resolution displays. Moreover, describe 10 second...
In this paper, we introduce a low cost, not cumbersome, 3D user interface for exploring medical data. imaging data can be manipulated in semi-immersive virtual environment by means of an off-the-shelf wireless glove equipped with additional infrared light emitting diodes (LED). The LEDs are tracked Wii Remote, which is able to provide accurate positional information no need further six degrees freedom position trackers. We also describe the interaction techniques have designed specifically...
The need of smart information retrieval systems is in contrast with the difficulties to deal huge amount data. In this paper we present a Big Data Analytics architecture used implement semantic similarity search tool for natural language texts biomedical domain. implemented methodology based on Word Embeddings (WEs) models obtained using word2vec algorithm. system has been assessed documents extracted from whole PubMed library. It will be also presented user friendly web front-end able...