Data Science for Healthcare : Applying ML and AI to solve real-world healthcare problems (English Edition)
Description Healthcare is under pressure to do more with less. Data science and AI are now used to predict risk, reduce avoidable admissions, speed up documentation, and guide clinical decisions. The industry is rapidly being transformed by the power of data, using advanced analytics and predictive...
Uloženo v:
| Hlavní autor: | |
|---|---|
| Médium: | Livre numérique |
| Jazyk: | Anglais |
| Vydáno: |
New Delhi :
BPB Publications
2025.
Paris : Cyberlibris |
| On-line přístup: | Accès Université d'Orléans et IFPM |
| Poznámka: |
Couverture. https://static2.cyberlibris.com/books_upload/300pix/9789365897920.jpg Cyberlibris (ScholarVox) corpus Informatique |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Data Science for Healthcare, Applying ML and AI to solve real-world healthcare problems (English Edition), Nitin Singh, New Delhi, BPB Publications, 2025, 1 vol. (236 p.), 978-93-6589-792-0 |
Obsah:
- 1. Introduction to Data Science in Healthcare
- 2. Fundamentals of Healthcare Data
- 3. Data Preparation and Mining
- 4. Predictive Modeling for Patient Care
- 5. Image Analysis and Computer Vision in Healthcare
- 6. Natural Language Processing in Healthcare
- 7. Generative AI in Healthcare
- 8. Healthcare Operations Optimization
- 9. Ethical Considerations in Healthcare Data Science
- 10. Future Trends and Innovations
- 11. Case Studies and Real-world Applications
- 12. Conclusion and Call to Action