Large language models (LLMs) for healthcare : a practical guide to their process and evaluation
In today's rapidly evolving healthcare environment, one technology stands at the forefront of innovation: large language models (LLMs). Far more than a fleeting hype, LLMs represent a foundational shift in how healthcare professionals interact with and derive value from data. From simplifying c...
Saved in:
| Main Author | |
|---|---|
| Format | Electronic eBook |
| Language | English |
| Published |
New York :
Productivity Press,
2026.
|
| Subjects | |
| Online Access | Full text |
| ISBN | 9781040381984 1040381987 9781040381960 1040381960 9781003541769 1003541763 9781032887289 |
| Physical Description | 1 online resource : illustrations (black and white) |
Cover
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| 100 | 1 | |a Harper, Jeremy, |e author. | |
| 245 | 1 | 0 | |a Large language models (LLMs) for healthcare : |b a practical guide to their process and evaluation / |c Jeremy Harper. |
| 264 | 1 | |a New York : |b Productivity Press, |c 2026. | |
| 300 | |a 1 online resource : |b illustrations (black and white) | ||
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| 337 | |a computer |2 rdamedia | ||
| 338 | |a online resource |2 rdacarrier | ||
| 506 | |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty | ||
| 520 | |a In today's rapidly evolving healthcare environment, one technology stands at the forefront of innovation: large language models (LLMs). Far more than a fleeting hype, LLMs represent a foundational shift in how healthcare professionals interact with and derive value from data. From simplifying clinical note-writing to supporting patient engagement and enhancing administrative processes, LLMs have the power to transform nearly every corner of the healthcare ecosystem. In Large Language Models (LLMs) for Healthcare, Jeremy Harper shines a spotlight on this transformative potential. With clarity and practicality, he explores how these advanced artificial intelligence (AI) tools can reshape clinical workflows, optimize administrative tasks, and ultimately create a more responsive, patient-centered model of care. Over the course of this book, you will discover new opportunities-learn how LLMs can reduce manual documentation burdens, provide intelligent summaries of complex patient histories, and offer real-time translations of clinical jargon; understand the fundamentals-grasp what LLMs are, how they work, and why they can handle vast amounts of clinical text more effectively than previous AI tools; examine key use cases-from automated billing support and smart note generation to patient triage and ethical telehealth consultations; address risks and realities-gain insight into challenges such as "hallucinations," inherent bias, and the critical importance of patient privacy; plan for implementation-explore strategies for prompt engineering, fine-tuning, and rigorous evaluation of LLM solutions; and envision the future - glimpse how LLMs might revolutionize healthcare through enhanced back-office operations and cutting-edge clinical decision support. | ||
| 588 | |a OCLC-licensed vendor bibliographic record. | ||
| 650 | 0 | |a Medical informatics |x Technological innovations. | |
| 650 | 0 | |a Natural language processing (Computer science) | |
| 655 | 7 | |a elektronické knihy |7 fd186907 |2 czenas | |
| 655 | 9 | |a electronic books |2 eczenas | |
| 856 | 4 | 0 | |u https://proxy.k.utb.cz/login?url=https://www.taylorfrancis.com/books/9781003541769 |