Chapman & Hall/CRC Biostatistics Series - Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare Ebook Tooltip Ebooks kunnen worden gelezen op uw computer en op daarvoor geschikte e-readers.
Samenvatting
Artificial Intelligence for Drug Development, Precision Medicine, and Healthcare covers exciting developments at the intersection of computer science and statistics. While much of machine-learning is statistics-based, achievements in deep learning for image and language processing rely on computer science’s use of big data. Aimed at those with a statistical background who want to use their strengths in pursuing AI research, the book:
· Covers broad AI topics in drug development, precision medicine, and healthcare.
· Elaborates on supervised, unsupervised, reinforcement, and evolutionary learning methods.
· Introduces the similarity principle and related AI methods for both big and small data problems.
· Offers a balance of statistical and algorithm-based approaches to AI.
· Provides examples and real-world applications with hands-on R code.
· Suggests the path forward for AI in medicine and artificial general intelligence**.**
As well as covering the history of AI and the innovative ideas, methodologies and software implementation of the field, the book offers a comprehensive review of AI applications in medical sciences. In addition, readers will benefit from hands on exercises, with included R code.
Productspecificaties
Inhoud
- Taal
- en
- Bindwijze
- E-book
- Oorspronkelijke releasedatum
- 07 mei 2020
- Ebook Formaat
- Adobe ePub
- Illustraties
- Nee
Betrokkenen
- Hoofdauteur
- Mark Chang
- Hoofduitgeverij
- Chapman and Hall/CRC
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- Editie
- 1
- Studieboek
- Nee
EAN
- EAN
- 9781000767308
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