AIMC Topic: Information Systems
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RCoNet: Deformable Mutual Information Maximization and High-Order Uncertainty-Aware Learning for Robust COVID-19 Detection.
IEEE transactions on neural networks and learning systems
Aug 3, 2021
The novel 2019 Coronavirus (COVID-19) infection has spread worldwide and is currently a major healthcare challenge around the world. Chest computed tomography (CT) and X-ray images have been well recognized to be two effective techniques for clinical...
A Smart Service Platform for Cost Efficient Cardiac Health Monitoring.
International journal of environmental research and public health
Aug 30, 2020
AIM: In this study we have investigated the problem of cost effective wireless heart health monitoring from a service design perspective.
FastEmbed: Predicting vulnerability exploitation possibility based on ensemble machine learning algorithm.
PloS one
Feb 6, 2020
In recent years, the number of vulnerabilities discovered and publicly disclosed has shown a sharp upward trend. However, the value of exploitation of vulnerabilities varies for attackers, considering that only a small fraction of vulnerabilities are...
A Parser to Support the Definition of Access Control Policies and Rules Using Natural Languages.
Journal of medical systems
Dec 23, 2019
As a consequence of the epidemiological transition towards non-communicable diseases, integrated care approaches are required, not solely focused on medical purposes, but also on a range of essential activities for the maintenance of the individuals'...
Clinical Information Systems and Artificial Intelligence: Recent Research Trends.
Yearbook of medical informatics
Aug 16, 2019
OBJECTIVES: This survey aims at reviewing the literature related to Clinical Information Systems (CIS), Hospital Information Systems (HIS), Electronic Health Record (EHR) systems, and how collected data can be analyzed by Artificial Intelligence (AI)...
Leveraging Knowledge Representation to Maintain Immunization Clinical Decision Support.
AMIA ... Annual Symposium proceedings. AMIA Symposium
Dec 5, 2018
Immunizations are one of the most cost-effective interventions for preventing morbidity and mortality. As vaccines, related clinical knowledge and requirements change, clinical applications must be updated in a timely manner to avoid practicing outda...
An Information System for Brownfield Regeneration: providing customised information according to stakeholders' characteristics and needs.
Journal of environmental management
Apr 5, 2018
In the EU brownfield presence is still considered a widespread problem. Even though, in the last decades, many research projects and initiatives developed a wealth of methods, guidelines, tools and technologies aimed at supporting brownfield regenera...
Labeling for Big Data in radiation oncology: The Radiation Oncology Structures ontology.
PloS one
Jan 19, 2018
PURPOSE: Leveraging Electronic Health Records (EHR) and Oncology Information Systems (OIS) has great potential to generate hypotheses for cancer treatment, since they directly provide medical data on a large scale. In order to gather a significant am...
Perceptions of the use of intelligent information access systems in university level active learning activities among teachers of biomedical subjects.
International journal of medical informatics
Dec 23, 2017
BACKGROUND: Student participation and the use of active methodologies in classroom learning are being increasingly emphasized. The use of intelligent systems can be of great help when designing and developing these types of activities. Recently, emer...
Consensus Kernel -Means Clustering for Incomplete Multiview Data.
Computational intelligence and neuroscience
Oct 22, 2017
Multiview clustering aims to improve clustering performance through optimal integration of information from multiple views. Though demonstrating promising performance in various applications, existing multiview clustering algorithms cannot effectivel...
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