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AI IN CLINICAL PRACTICE [electronic resource] : a guide to artificial intelligence and digital medicine.
- Format:
- Book
- Author/Creator:
- COLLECCHIA, GIAMPAOLO. GOBBI, RICCARDO DE.
- Language:
- English
- Genre:
- Electronic books.
- Physical Description:
- 1 online resource
- Place of Publication:
- [S.l.] : ELSEVIER ACADEMIC PRESS, 2023.
- Contents:
- 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?
- 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
- 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&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
- 5 Chance/case or chaos: why is it important for us to know and distinguish them
- Chaos and case/chance: concluding reflections
- 2 The world of sensors
- 6 A tsunami of data: when the data is perhaps too much
- 7 Wearable devices and the Internet of Things
- Wearable devices
- Fields of application
- The most classic areas
- The Internet of Things
- Reflections
- 8 The sentry watch
- The Apple Watch electrocardiogram
- 3 Digital intelligence and health
- 9 Diagnostics and decision-making systems
- Applications in the radiological field
- The diagnosis of respiratory diseases: some commented paradigmatic studies
- Conclusions
- The simple chest X-ray as a predictor of mortality
- Comment
- Breast cancer diagnostics
- Applications in oncology: Watson for oncology
- Applications in the anatomopathological field
- The limits of AI in cytological and histopathological diagnostics
- Applications in the dermatological field
- Applications in ophthalmology
- Applications in the cardiology field
- Applications in the gastroenterological field
- Applications in the neurological field
- Applications at the level of health systems
- Applications in the genetic field
- 10 Applications of AI in the psychological and psychiatric fields: what the experts offer us
- Summary
- Other Format:
- ebook version :
- ISBN:
- 9780443140556
- 0443140553
- OCLC:
- 1410388827
- Access Restriction:
- Restricted for use by site license.
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