Artificial Intelligence and Machine Learning in Health Care and Medical Sciences
This open access book provides a detailed review of the latest methods and applications of artificial intelligence (AI) and machine learning (ML) in medicine. With chapters focusing on enabling the reader to develop a thorough understanding of the key concepts in these subject areas along with a ran...
| Autores principales: | , |
|---|---|
| Formato: | Libro |
| Publicado: |
Springer International Publishing
2024
|
| Materias: | |
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=nlebk&AN=3845605&site=ehost-live header: @attributes: shortDbName: nlebk uiTerm: 3845605 longDbName: eBook Collection (EBSCOhost) uiTag: AN controlInfo: bkinfo: btl: Artificial Intelligence and Machine Learning in Health Care and Medical Sciences aug: au: Gyorgy J. Simon Constantin Aliferis sertl: Health Informatics isbn: 9783031393549 9783031393556 imageinfo: pubinfo: dt: @attributes: year: 2024 month: 01 day: 01 dtAvail: @attributes: year: 2026 month: 06 day: 04 pub: Springer International Publishing pubContract: Springer Nature place: [N.p.] price: 0.01 limitsGroup: maxCheckoutDays: 1500 copyPages: 10 pda: N printPagesOffline: 10 printPagesOnline: 10 previewPages: 0 prePubGroup: dewey: @attributes: class: 610.285 item: 610 .285 lc: @attributes: class: R858-859.7 item: R 858-859 .7 artinfo: ui: 3845605 1425943134 formats: fmt: – @attributes: type: EB doid: NL$3845605$PDF caption: PDF download: Y – @attributes: type: EK doid: NL$3845605$EPUB caption: EPUB download: Y tig: atl: Artificial Intelligence and Machine Learning in Health Care and Medical Sciences ptl: Artificial Intelligence and Machine Learning in Health Care and Medical Sciences aug: au: Gyorgy J. Simon Constantin Aliferis su: Medical informatics Medical care Bioinformatics Public health sug: subj: MEDICAL / Informatics COMPUTERS / Data Science / Bioinformatics MEDICAL / Allied Health Services / General MEDICAL / Public Health Medical informatics Medical care Bioinformatics Public health ab: This open access book provides a detailed review of the latest methods and applications of artificial intelligence (AI) and machine learning (ML) in medicine. With chapters focusing on enabling the reader to develop a thorough understanding of the key concepts in these subject areas along with a range of methods and resulting models that can be utilized to solve healthcare problems, the use of causal and predictive models are comprehensively discussed. Care is taken to systematically describe the concepts to facilitate the reader in developing a thorough conceptual understanding of how different methods and resulting models function and how these relate to their applicability to various issues in health care and medical sciences. Guidance is also given on how to avoid pitfalls that can be encountered on a day-to-day basis and stratify potential clinical risks. Artificial Intelligence and Machine Learning in Health Care and Medical Sciences: Best Practices and Pitfallsis a comprehensive guide to how AI and ML techniques can best be applied in health care. The emphasis placed on how to avoid a variety of pitfalls that can be encountered makes it an indispensable guide for all medical informatics professionals and physicians who utilize these methodologies on a day-to-day basis. Furthermore, this work will be of significant interest to health data scientists, administrators and to students in the health sciences seeking an up-to-date resource on the topic. pubtype: eBook doctype: Book ougenre: Book language: English copyright: @attributes: flag: N copyrightText: holdings: @attributes: islocal: N |
|---|