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MACHINE LEARNING IN HEALTH CARE DIAGNOSIS AND PROGNOSIS
  • Language: en
  • Pages: 268

MACHINE LEARNING IN HEALTH CARE DIAGNOSIS AND PROGNOSIS

In the discipline of healthcare informatics, the study of how data relevant to healthcare may be obtained, transmitted, processed, stored, and retrieved is known as the study of how data can be gathered, transferred, processed, stored, and retrieved. In this area of study, early sickness prevention, early illness detection, early illness diagnosis, and early illness therapy are all crucial components. The only kinds of data that are regarded credible in the field of healthcare informatics are those that pertain to diseases, patient histories, and the computer operations that are necessary in order to analyze this data. Over the course of the past two decades, conventional medical practices a...

INTERPRETABLE AI: TECHNIQUES FOR MAKING MACHINE LEARNING MODELS TRANSPARENT
  • Language: en
  • Pages: 268

INTERPRETABLE AI: TECHNIQUES FOR MAKING MACHINE LEARNING MODELS TRANSPARENT

The capacity to understand and have trust in the results generated by models is one of the distinguishing characteristics of high-quality scientific research. Because of the significant impact that models and the outcomes of modeling will have on both our work and our personal lives, it is imperative that we have a solid understanding of models and have faith in the results of modeling. This is something that should be kept in mind by analysts, engineers, physicians, researchers, and scientists in general. Many years ago, picking a model that was transparent to human practitioners or customers often meant selecting basic data sources and simpler model forms such as linear models, single deci...

BLOCKCHAIN AND THE INTERNET OF THINGS (IOT): A CONVERGENCE OF TECHNOLOGIES
  • Language: en
  • Pages: 207

BLOCKCHAIN AND THE INTERNET OF THINGS (IOT): A CONVERGENCE OF TECHNOLOGIES

The Internet of Things (IoT) is a technology that enables a network of physical items (things) to sense physical events, transmit data, and interact with their environment in order to make decisions or monitor certain processes and occurrences without the need for human contact. This may be accomplished through the use of the internet. The desire to make it simpler to collect data in real time and to offer automatic and remotecontrol mechanisms as a substitute for the conventional monitoring and control systems used in many sectors today was one of the most significant reasons for the development of IoT systems. This goal has been one of the most important reasons for the development of IoT...

SUPERVISED LEARNING ALGORITHMS CLASSIFICATION AND REGRESSION ALGORITHMS
  • Language: en
  • Pages: 210

SUPERVISED LEARNING ALGORITHMS CLASSIFICATION AND REGRESSION ALGORITHMS

The branch of computer science known as machine learning is one of the subfields that is increasing at one of the fastest rates now and has various potential applications. The technique of automatically locating meaningful patterns in vast volumes of data is referred to as pattern recognition. It is possible to provide computer programs the ability to learn and adapt in response to changes in their surroundings via the use of tools for machine learning. As a consequence of machine learning being one of the most essential components of information technology, it has therefore become a highly vital, though not always visible, component of our day-to-day life. As the amount of data that is beco...

IOT SECURITY: SECURING THE INTERNET OF THINGS DEVICES AND NETWORKS
  • Language: en
  • Pages: 190

IOT SECURITY: SECURING THE INTERNET OF THINGS DEVICES AND NETWORKS

Organizations are basically required to be completely satisfied with the security risks before integrating Internet of Things (IoT) in an existing system or constructing an entirely new system. This is the case regardless of whether the system is being developed from scratch or already in existence. As a consequence of this, the parties who offer solutions for the Internet of Things have a significant amount of trouble in establishing their reputation in the field of technology. Because every business has its own distinct approach to visualizing and conceptualizing the deployment of the Internet of Things, this leads to a rise in anxiety and a lack of trust in the appropriateness of security...

MACHINE LEARNING INTERPRETABILITY: EXPLAINING AI MODELS TO HUMANS
  • Language: en
  • Pages: 239

MACHINE LEARNING INTERPRETABILITY: EXPLAINING AI MODELS TO HUMANS

Within the ever-evolving realm of artificial intelligence (AI), the field of Machine Learning Interpretability (MLI) has surfaced as a crucial conduit, serving as a vital link between the intricate nature of sophisticated AI models and the pressing necessity for lucid decision-making procedures in practical scenarios. With the progressive integration of AI systems across various domains, ranging from healthcare to finance, there arises an escalating need for transparency and accountability concerning the operational mechanisms of these intricate models. The pursuit of interpretability in machine learning is of paramount importance in comprehending the enigmatic essence of artificial intellig...

MACHINE LEARNING FOR CYBER SECURITY DETECTING ANOMALIES AND INSTRUSIONS
  • Language: en
  • Pages: 199

MACHINE LEARNING FOR CYBER SECURITY DETECTING ANOMALIES AND INSTRUSIONS

Because the Internet is so widespread in modern life and because of the expansion of technologies that are tied to it, such as smart cities, self-driving cars, health monitoring via wearables, and mobile banking, a growing number of people are becoming reliant on and addicted to the Internet. In spite of the fact that these technologies provide a great deal of improvement to individuals and communities, they are not without their fair share of concerns. By way of illustration, hackers have the ability to steal from or disrupt companies, therefore inflicting damage to people all across the world, if they exploit weaknesses. As a consequence of cyberattacks, businesses can face financial losse...

Next Generation Computing and Information Systems
  • Language: en
  • Pages: 267

Next Generation Computing and Information Systems

  • Type: Book
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  • Published: 2024-07-04
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  • Publisher: CRC Press

The proceedings of the 2nd International Conference on Next-Generation Computing and Information Systems (ICNGCIS'23) includes research papers in diverse emerging domains such as AI, blockchain, web 3.0, metaverse and edge computing apart from traditional domains such as distributed computing and networks and cybersecurity. The proceedings include papers addressing currently relevant research issues such as smart contract security, interoperability in the metaverse, AI applications in healthcare, agriculture and related domains. The proceedings encompass findings with real-world implications for the growth and evolution of modern computing and information systems by addressing various challenges related to their design, deployment, operational aspects, performance and shortcomings. The intended audience for the proceedings of ICNGCIS'23 include researchers from industry and academia, practitioners, students, technology enthusiasts and even general audience looking to explore interesting applications, use-cases and fundamental issues in modern computing and information systems.

Mughal Documents: 1658-1663 A.D. (2 v.)
  • Language: en
  • Pages: 360

Mughal Documents: 1658-1663 A.D. (2 v.)

  • Type: Book
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  • Published: 1981
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  • Publisher: Unknown

description not available right now.

The Official ABMS Directory of Board Certified Medical Specialists
  • Language: en
  • Pages: 2942

The Official ABMS Directory of Board Certified Medical Specialists

  • Type: Book
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  • Published: 2006-12
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  • Publisher: Saunders

The Official ABMS Directory is a database that includes over 600,000 physician profiles, including their board certification status. The current edition allows users to... Research physicians' education, hospital and academic appointments, professional memberships, and certification/recertification status. Find board-certified specialists in any geographic area. Locate qualified healthcare pro-fessionals for a preferred provider plan, and monitor the qualifications of physicians already in the plan. Refer patients with confidence, and keep up to date on career moves and the whereabouts of colleagues.