AI in Clinical Practice : A Guide to Artificial Intelligence and Digital Medicine

Front Cover -- AI in Clinical Practice -- Copyright Page -- Dedication -- Contents -- Foreword -- Presentation -- Acknowledgment -- Introduction -- References -- 1 Artificial intelligence: "What are we talking about" -- 1 What does artificial intelligence mean? -- References -- 2 How does Artificial Intelligence work? -- Summary -- The fundamentals -- Machine learning -- Deep learning-neural networks -- The black box model: AI is like the brain: you cannot cut off your head and see how it works -- The Joker of statistics: Bayes -- Evolutionary adaptation software and genetic algorithms -- Neural networks and deep learning in reading images -- Like humans do -- As the perfect digital cameras do -- References -- 3 The limits of algorithms -- It is not the technologies that are decisive but the ability to extract value from their use -- Possible criticalities related to the use of artificial intelligence systems in medicine [6] -- The limits of predictive models -- Do algorithms photograph reality? -- The doctor-patient relationship, or "clinicians without a pattern" -- Epidemiology in wonderland -- In conclusion&amp -- mldr -- -- References -- 4 The cognitive biases of the digital world that are transforming our minds -- The enlarged mind -- From sequential man to simultaneous man -- The illusion of digital omnipotence -- The overconfidence -- Meta-ignorance -- The law of least effort -- Conclusion -- References -- 5 Chance/case or chaos: why is it important for us to know and distinguish them -- Chaos and case/chance: concluding reflections -- References -- 2 The world of sensors -- 6 A tsunami of data: when the data is perhaps too much -- References -- 7 Wearable devices and the Internet of Things -- Summary -- Wearable devices -- Fields of application -- The most classic areas -- The Internet of Things -- Reflections -- References..

Medienart:	E-Book

Erscheinungsjahr:	2023 ©2024
Erschienen:	San Diego: Elsevier Science & Technology ; 2023 ©2024
Ausgabe:	1st ed.

Sprache:	Englisch

Beteiligte Personen:	Collecchia, Giampaolo [VerfasserIn] Gobbi, Riccardo De [Mitwirkende/r]

Links:	ebookcentral.proquest.com [lizenzpflichtig]

ISBN:	978-0-443-14055-6

Themen:	Artificial intelligence-Medical applications Medical informatics

Anmerkungen:	Description based on publisher supplied metadata and other sources

Umfang:	1 online resource (183 pages)

Förderinstitution / Projekttitel:

PPN (Katalog-ID):	1871066611