Llms and Generative AI for Healthcare: The Next Frontier

Holley, Kerrie, Mathur, Manish

  • 出版商: O'Reilly
  • 出版日期: 2024-10-01
  • 售價: $2,050
  • 貴賓價: 9.5$1,948
  • 語言: 英文
  • 頁數: 150
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1098160924
  • ISBN-13: 9781098160920
  • 相關分類: 人工智慧
  • 尚未上市,無法訂購

商品描述

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 and Manish Mathur from Google's Healthcare and Life Sciences Industry team help you explore real-world applications of these technologies in healthcare, from personalized patient care and drug discovery to enhanced medical imaging and robot-assisted surgeries. You'll also learn the challenges of using these technologies--and the ethical implications of their application in this field.

With this book, you will:

  • Learn how LLMs and generative AI can help address and transform healthcare issues
  • Explore the basics of LLMs and generative AI and learn how they work
  • Learn how these technologies are being applied in healthcare today
  • Understand several LLM and generative AI use cases
  • Examine the ethics and challenges of applying LLMs and generative AI to healthcare
  • Understand the potential use of LLMs and generative AI in healthcare in the near term and their prospects for the future

商品描述(中文翻譯)

大型語言模型(LLMs)和生成式人工智慧正迅速改變醫療保健行業。這些技術有潛力通過提高護理的效率、準確性和個性化來革新醫療保健。這本實用書籍通過故事和在醫療保健領域的實例使用,向醫療保健領導者、研究人員、數據科學家和人工智慧工程師展示了LLMs和生成式人工智慧在今天和未來的潛力。

谷歌醫療保健和生命科學行業團隊的作者Kerrie Holley和Manish Mathur幫助您探索這些技術在醫療保健中的實際應用,從個性化患者護理和藥物發現到增強的醫學影像和機器人輔助手術。您還將了解使用這些技術的挑戰,以及在這個領域應用它們的倫理影響。

通過這本書,您將能夠:
- 了解LLMs和生成式人工智慧如何幫助解決和改變醫療保健問題
- 探索LLMs和生成式人工智慧的基礎知識,並了解它們的工作原理
- 了解這些技術如何在當今醫療保健中應用
- 瞭解幾個LLM和生成式人工智慧的應用案例
- 檢視在醫療保健中應用LLMs和生成式人工智慧的倫理和挑戰
- 瞭解LLMs和生成式人工智慧在醫療保健中的近期潛在用途以及未來的前景