

La librairie de référence pour les professions médicales et paramédicales
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Auteur(s) | Jennifer A. Villwock |
Éditeur | ELSEVIER HEALTH SCIENCES |
Date | 12/11/2023 |
Pages | 250 |
Taille | 21 x 27 |
Type | Broché |
ISBN | 9780443105203 |
In Big Data in Otolaryngology, Dr. Jennifer Villwock leads a team of expert authors who provide a comprehensive view of many key impacts of big data in otolaryngology—including understanding what big data is and what we can and cannot learn from it; best practices regarding analysis; translating findings to clinical care and associated cautions; ethical issues; and future directions.
Jennifer A. Villwock, MD, Associate Professor, Otolaryngology-Head and Neck Surgery, The University of Kansas Medical Center, Kansas City, Kansa, USA
À PARAÎTRE OU DERNIÈRE PARUTION DANS LA MÊME CATÉGORIE :
1.Introduction: Big Data - Science Fiction or Clinically Relevant?
2.Large Administrative Datasets: Lessons and Limitations
3.Biologic Big Data: Introduction to Genomics, Proteomics, and Metabolomics
4.Sources of High-Dimensional Data - The Electronic Health Record, Health Systems, and Insurance and Payor Data
5.Best Practices When Interpreting Big Data Studies: Considerations and Red Flags
6.Current Big Data Approaches to Clinical Questions in Otolaryngology
7.Translating Big Data to Patient Care
8.Bias in Big Data: Historically Underrepresented Groups and Implications
9.Artificial Intelligence in Otolaryngology
10.Clinical Applications of Artificial Intelligence: Clinical Decision Aids, Imaging Analysis, and Disease Prediction
11.The Patient Perspective on Big Data and Its Use in Clinical Care
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