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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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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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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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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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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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Multimodal Information Retrieval
In today’s rapidly evolving digital landscape, the wealth of available information has expanded beyond the boundaries of traditional text-based...
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Retrieval Augmented Modeling
Till this point in our book, we have discussed the fundamental principles of information retrieval, exploring its key elements, and various...
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Outlook
While multimodal information retrieval has several exciting applications and a high potential for impact on important problems, there are several...
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Multimodal Content Generation
In this chapter, we will review the advances that are being made in this new field of multimodal content generation and also discuss several...
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Transformer-Driven Models for Language, Vision, and Multimodality
In this chapter, we will learn about the modeling and learning techniques that drive multimodal applications. We will focus specifically on the...
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Introduction
In this book, our emphasis is on multimodal information retrieval, specifically concentrating on text and image data. The traditional unimodal...
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Technology-Aware Enterprise Modeling: Challenging the Model-Driven Architecture Paradigm
We propose a holistic design approach that extends a traditional Model Driven Architecture paradigm with the bottom-up constraint analysis and...
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Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, and Evaluation Strategies
Using Large Language Models (LLMs) for Process Mining (PM) tasks is becoming increasingly essential, and initial approaches yield promising results....
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Multi-agent Simulation of Intelligent Energy Regulation in Vehicle-to-Grid
The vehicle-to-grid feature of today’s electric vehicles suggests using them as batteries for stabilizing the power grid besides using them to...
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Introducing Agile Controllability in Temporal Business Processes
Dynamic controllability is currently regarded as the most adequate notion for checking the temporal correctness of business processes with temporal...
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Aspects of Modeling Human Behavior in Agent-Based Social Simulation – What Can We Learn from the COVID-19 Pandemic?
Proper modeling of human behavior is crucial when develo** agent-based models to investigate the effects of policies, such as the potential...
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Enhancing Research Clarity: Ontology-Based Modeling of Argumentation in RPML
Navigating the research process, from problem identification to argumentation construction, challenges novice researchers. This study introduces RPML...