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Analysis and Architecture of Clinical Workflow Systems using Agent-Oriented Lifecycle Models
Healthcare executives are grappling with a climate of great change in the healthcare industry. This is coming from a number of sources. First, there...
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Current Status of Computerized Decision Support Systems in Mammography
Breast cancer is one of the most devastating and deadly diseases for women today. Despite advances in cancer treatment, early mammographic detection...
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Case-based Medical Informatics
The “applied” nature distinguishes applied sciences from theoretical sciences. To emphasize this distinction, we begin with a general, meta-level...
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Medical Diagnosis and Prognosis Based on the DNA Microarray Technology
Immense genomic data have been accumulated through various research activities such as the Human Genome Project. A genome is the entire collection of...
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Computerization of Clinical Guidelines: an Application of Medical Document Processing
Clinical Guidelines are being developed as a tool to promote Best Practice in Medicine. They are usually defined as “systematically developed...
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Wearable Devices in Healthcare
The miniaturization of electrical and electronic equipment is certainly not a new phenomenon, and its effects have long been evident in the...
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Evidence Based Telemedicine
This chapter focuses on evidence based telemedicine and its various applications. Evidence based medicine is the integration of best research...
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Virtual Communities in Health Care
A virtual community is a social entity involving several individuals who relate to one another by the use of a specific communication technology that...
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From Databases to Exchange Formats
This chapter addresses the question of how to transform relational database content into exchange formats in order to enable data interoperability...
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Process Orchestration: Conceptual Design
This chapter explains and discusses concepts for the conceptual design and formal verification of process orchestrations, employing notations such as...
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Complexity-Approximation Trade-Offs in Exchange Mechanisms: AMMs vs. LOBs
This paper presents a general framework for the design and analysis of exchange mechanisms between two assets that unifies and enables comparisons...
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Bayesian Network-Based Multi-objective Estimation of Distribution Algorithm for Feature Selection Tailored to Regression Problems
Feature selection is an essential pre-processing step in Machine Learning for improving the performance of models, reducing the time of predictions,...
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Eagle: Efficient Privacy Preserving Smart Contracts
The proliferation of Decentralised Finance (DeFi) and Decentralised Autonomous Organisations (DAO), which in current form are exposed to...
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Applying Genetic Algorithms to Validate a Conjecture in Graph Theory: The Minimum Dominating Set Problem
This paper presents a case study where the interdisciplinary approach between artificial intelligence, specifically genetic algorithms, and discrete...
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Multiresolution Controller Based on Window Function Networks for a Quanser Helicopter
To improve neural network (NN) performance, new activation functions, such as ReLU, GELU, and SELU, to name a few, have been proposed. Windows-based...
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Provably Avoiding Geographic Regions for Tor’s Onion Services
Tor, a peer-to-peer anonymous communication system, is one of the most effective tools in providing free and open communication online. Many of the...
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Smart Noise Detection for Statistical Disclosure Attacks
While anonymization systems like mix networks can provide privacy to their users by, e.g., hiding their communication relationships, several traffic...
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Load Demand Forecasting Using a Long-Short Term Memory Neural Network
Electric power load forecasting is very important for the operation and the planning of a utility company. Decisions of the electric market, electric...
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Synchronous Perfectly Secure Message Transmission with Optimal Asynchronous Fallback Guarantees
Secure message transmission (SMT) constitutes a fundamental network-layer building block for distributed protocols over incomplete networks. More...