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Healthcare Applications of Neuro-Symbolic Artificial Intelligence by Boris Galitsky

Healthcare Applications of Neuro-Symbolic Artificial Intelligence

by Boris Galitsky
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Book cover type: Paperback
  • ISBN13: 9780443300462
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Academic Press
  • Publisher Imprint: Academic Press
  • Publication Date:
  • Pages: 578
  • Original Price: USD 180.0
  • Language: English
  • Edition: N/A
  • Item Weight: 1180 grams
  • BISAC Subject(s): Artificial Intelligence / Natural Language Processing

Healthcare Applications of Neuro-Symbolic Artificial Intelligence provides a comprehensive introduction to the field of neuro-symbolic AI, presenting the most recent advances in deep learning and integration of neuro-symbolic (NS) systems and Large Language Models (LLMs). The book evaluates traditional approaches, current approaches, and the author's own approach to NS in order to create hybrid architectures and reasoning techniques to overcome limitations of most existing AI systems such as deep learning, neural networks, and symbolic AI.

This book will be a welcomed resource for researchers and graduate students in artificial intelligence, natural language processing, and biomedical informatics, as well as professionals in software development who are looking to redesign current systems to leverage LLM through the health application of neuro-symbolic architecture.

Galitsky, Boris: -

Dr. Boris Galitsky is a cofounder of Knowledge Trail, San Jose, CA. He has contributed linguistic and machine learning technologies to Silicon Valley start-ups as well as companies such as eBay and Oracle for over 25 years. His information extraction and sentiment analysis techniques assisted several acquisitions, such as Xoopit by Yahoo, Uptake by Groupon, LogLogic by Tibco, and Zvents by eBay. His security-related technologies of document analysis contributed to the acquisition of Elastica by Symantec. As an architect of the Intelligent Bots project at Oracle, he developed a discourse analysis technique used for dialogue management and published in the book Developing Enterprise Chatbots. He also published a two-volume monograph "AI for CRM," based on his experience developing Oracle Digital Assistant. He is an Apache committer to OpenNLP where he created OpenNLP. Similarity component that is a basis for a semantically enriched search engine and chatbot development. Dr. Galitsky's exploration and formalization of human reasoning culminated in the book Computational Autism broadly used by parents of children with autism and rehabilitation personnel. His focus on the medical domain led to another research monograph, Artificial Intelligence for Healthcare Applications and Management, co-authored with Dr. Saveli Goldberg.

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