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Artificial Intelligence in Cancer: Diagnostic to Tailored Treatment

Autor Smaranda Belciug
en Limba Engleză Paperback – 17 iun 2020
Artificial Intelligence in Cancer: Diagnostic to Tailored Treatment provides theoretical concepts and practical techniques of AI and its applications in cancer management, building a roadmap on how to use AI in cancer at different stages of healthcare. It discusses topics such as the impactful role of AI during diagnosis and how it can support clinicians to make better decisions, AI tools to help pathologists identify exact types of cancer, how AI supports tumor profiling and can assist surgeons, and the gains in precision for oncologists using AI tools. Additionally, it provides information on AI used for survival and remission/recurrence analysis.
The book is a valuable source for bioinformaticians, cancer researchers, oncologists, clinicians and members of the biomedical field who want to understand the promising field of AI applications in cancer management.


  • Discusses over 20 real cancer examples, bringing state-of-the-art cancer cases in which AI was used to help the medical personnel
  • Presents over 100 diagrams, making it easier to comprehend AI’s results on a specific problem through visual resources
  • Explains AI algorithms in a friendly manner, thus helping the reader implement or use them in a specific cancer case
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Specificații

ISBN-13: 9780128202012
ISBN-10: 0128202017
Pagini: 318
Ilustrații: 100 illustrations (50 in full color)
Dimensiuni: 191 x 235 mm
Greutate: 0.53 kg
Editura: ELSEVIER SCIENCE

Cuprins

1. Life challenge. Cancer2. The beginnings3. Pathologist at work4. Surgeon at work5. Oncologist at work6. Radiotherapist at work7. Survival analysis8. Remission and recurrence. What to do next?9. Artificial intelligence in Oncology: Dreams may come true someday