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Llms and Generative AI for Healthcare
The Next Frontier
Taschenbuch von Kerrie Holley (u. a.)
Sprache: Englisch

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Beschreibung

Large language models (LLMs) and generative AI are rapidly changing the healthcare industry. These technologies have the potential to revolutionize healthcare by improving the efficiency, accuracy, and personalization of care. This practical book shows healthcare leaders, researchers, data scientists, and AI engineers the potential of LLMs and generative AI today and in the future, using storytelling and illustrative use cases in healthcare.

Authors Kerrie Holley, former Google healthcare professionals, guide you through the transformative potential of large language models (LLMs) and generative AI in healthcare. From personalized patient care and clinical decision support to drug discovery and public health applications, this comprehensive exploration covers real-world uses and future possibilities of LLMs and generative AI in healthcare.

With this book, you will:

  • • Understand the promise and challenges of LLMs in healthcare • Learn the inner workings of LLMs and generative AI • Explore automation of healthcare use cases for improved operations and patient care using LLMs • Dive into patient experiences and clinical decision-making using generative AI • Review future applications in pharmaceutical R&D, public health, and genomics • Understand ethical considerations and responsible development of LLMs in healthcare

"The authors illustrate generative's impact on drug development, presenting real-world examples of its ability to accelerate processes and improve outcomes across the pharmaceutical industry." --Harsh Pandey, VP, Data Analytics & Business Insights, Medidata-Dassault

Kerrie Holley is a retired Google tech executive, IBM Fellow, and VP/CTO at Cisco. Holley's extensive experience includes serving as the first Technology Fellow at United Health Group (UHG), Optum, where he focused on advancing and applying AI, deep learning, and natural language processing in healthcare.

Manish Mathur brings over two decades of expertise at the crossroads of healthcare and technology. A former executive at Google and Johnson & Johnson, he now serves as an independent consultant and advisor. He guides payers, providers, and life sciences companies in crafting cutting-edge healthcare solutions.

Large language models (LLMs) and generative AI are rapidly changing the healthcare industry. These technologies have the potential to revolutionize healthcare by improving the efficiency, accuracy, and personalization of care. This practical book shows healthcare leaders, researchers, data scientists, and AI engineers the potential of LLMs and generative AI today and in the future, using storytelling and illustrative use cases in healthcare.

Authors Kerrie Holley, former Google healthcare professionals, guide you through the transformative potential of large language models (LLMs) and generative AI in healthcare. From personalized patient care and clinical decision support to drug discovery and public health applications, this comprehensive exploration covers real-world uses and future possibilities of LLMs and generative AI in healthcare.

With this book, you will:

  • • Understand the promise and challenges of LLMs in healthcare • Learn the inner workings of LLMs and generative AI • Explore automation of healthcare use cases for improved operations and patient care using LLMs • Dive into patient experiences and clinical decision-making using generative AI • Review future applications in pharmaceutical R&D, public health, and genomics • Understand ethical considerations and responsible development of LLMs in healthcare

"The authors illustrate generative's impact on drug development, presenting real-world examples of its ability to accelerate processes and improve outcomes across the pharmaceutical industry." --Harsh Pandey, VP, Data Analytics & Business Insights, Medidata-Dassault

Kerrie Holley is a retired Google tech executive, IBM Fellow, and VP/CTO at Cisco. Holley's extensive experience includes serving as the first Technology Fellow at United Health Group (UHG), Optum, where he focused on advancing and applying AI, deep learning, and natural language processing in healthcare.

Manish Mathur brings over two decades of expertise at the crossroads of healthcare and technology. A former executive at Google and Johnson & Johnson, he now serves as an independent consultant and advisor. He guides payers, providers, and life sciences companies in crafting cutting-edge healthcare solutions.

Über den Autor
Kerrie Holley's illustrious career in technology spans from the era of punch cards to today's AI-driven landscape. He has been a pioneering leader through every major computing paradigm: mainframe, client-server, Internet, mobile, cloud, and now AI with LLMs and Generative AI. In recognition of his sustained contributions, Kerrie was inducted into the National Academy of Engineering in 2023. As IBM's first Black Distinguished Engineer and later an IBM Fellow, Kerrie broke barriers and set new standards in the tech industry. His executive roles include positions as a Google tech executive, VP, and CTO at Cisco. He serves on multiple boards, has authored books, delivered tech talks, and provides expert consultation. In healthcare technology, Kerrie led the development of a high-performance engineering team for one of the largest US healthcare companies. This diverse team of software engineers, PhDs, scientists, AI specialists, data scientists, and DevOps engineers focused on incubating and applying cutting-edge technologies to transform healthcare delivery and outcomes. Kerrie's work continues to shape the intersection of technology and healthcare, driving innovation and improving lives through advanced computing solutions.
Details
Medium: Taschenbuch
ISBN-13: 9781098160920
ISBN-10: 1098160924
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Holley, Kerrie
Mathur, Manish
Hersteller: O'Reilly Media
Maße: 233 x 178 x 12 mm
Von/Mit: Kerrie Holley (u. a.)
Erscheinungsdatum: 24.09.2024
Gewicht: 0,358 kg
Artikel-ID: 128697580
Über den Autor
Kerrie Holley's illustrious career in technology spans from the era of punch cards to today's AI-driven landscape. He has been a pioneering leader through every major computing paradigm: mainframe, client-server, Internet, mobile, cloud, and now AI with LLMs and Generative AI. In recognition of his sustained contributions, Kerrie was inducted into the National Academy of Engineering in 2023. As IBM's first Black Distinguished Engineer and later an IBM Fellow, Kerrie broke barriers and set new standards in the tech industry. His executive roles include positions as a Google tech executive, VP, and CTO at Cisco. He serves on multiple boards, has authored books, delivered tech talks, and provides expert consultation. In healthcare technology, Kerrie led the development of a high-performance engineering team for one of the largest US healthcare companies. This diverse team of software engineers, PhDs, scientists, AI specialists, data scientists, and DevOps engineers focused on incubating and applying cutting-edge technologies to transform healthcare delivery and outcomes. Kerrie's work continues to shape the intersection of technology and healthcare, driving innovation and improving lives through advanced computing solutions.
Details
Medium: Taschenbuch
ISBN-13: 9781098160920
ISBN-10: 1098160924
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Holley, Kerrie
Mathur, Manish
Hersteller: O'Reilly Media
Maße: 233 x 178 x 12 mm
Von/Mit: Kerrie Holley (u. a.)
Erscheinungsdatum: 24.09.2024
Gewicht: 0,358 kg
Artikel-ID: 128697580
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