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Applied Machine Learning for Healthcare and Life Sciences Using AWS : Transformational AI Implementations for Biotech, Clinical, and Healthcare Organizations
| Applied Machine Learning for Healthcare and Life Sciences Using AWS : Transformational AI Implementations for Biotech, Clinical, and Healthcare Organizations |
| Autore | Ratan Ujjwal |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Birmingham : , : Packt Publishing, Limited, , 2022 |
| Descrizione fisica | 1 online resource (224 pages) |
| Disciplina | 006.3/1 |
| Soggetto topico |
Machine learning
Artificial intelligence - Medical applications Cloud computing Web services Medical care - Computer simulation Life sciences - Computer simulation |
| ISBN |
9781523151530
1523151536 9781804619193 1804619191 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Table of Contents Introducing Machine Learning and the AWS Machine Learning Stack Exploring Key AWS Machine Learning Services for Healthcare and Life Sciences Machine Learning for Patient Risk Stratification Using Machine Learning to Improve Operational Efficiency for Healthcare Providers Implementing Machine Learning for Healthcare Payors Implementing Machine Learning for Medical Devices and Radiology Images Applying Machine Learning to Genomics Applying Machine Learning to Molecular Data Applying Machine Learning to Clinical Trials and Pharmacovigilance Utilizing Machine Learning in the Pharmaceutical Supply Chain Understanding Common Industry Challenges and Solutions Understanding Current Industry Trends and Future Applications. |
| Record Nr. | UNINA-9911004743403321 |
Ratan Ujjwal
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| Birmingham : , : Packt Publishing, Limited, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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The comprehensive textbook of healthcare simulation / / Adam I. Levine ... [et al.], editors
| The comprehensive textbook of healthcare simulation / / Adam I. Levine ... [et al.], editors |
| Edizione | [1st ed. 2013.] |
| Pubbl/distr/stampa | New York, : Springer, c2013 |
| Descrizione fisica | 1 online resource (718 p.) |
| Disciplina | 610.11 |
| Altri autori (Persone) | LevineAdam I |
| Soggetto topico |
Simulated patients
Medical care - Computer simulation Medicine - Study and teaching - Simulation methods |
| ISBN | 1-4614-5993-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | I. Introduction to Simulation -- 1. Healthcare Simulation: From “Best Secret” to “Best Practice” -- 2. The History of Simulation (including personal memoirs) -- 3. Education and Learning Theory -- 4. The Use of Humor to Enrich the Simulated Environment -- 5. The Use of Stress in the Simulated Environment -- 6. Debriefing: Using a Structured and Supported Approach -- 7. Debriefing with Good Judgment: Technique for Formative Feedback, Reflection, and Behavior Change in Healthcare Simulation -- 8. Crisis Resource Management -- 9. Patient Safety -- 10. Systems Integration: Engineering the Future of Healthcare Delivery via Simulation -- 11. Competency Assessment -- 12. Simulation for Licensure and Certification -- II. Simulation Modalities and Technologies -- 13. Standardized Patients -- 14. Computer and Web Based Simulators -- 15. Manikin Based Simulators -- 16. Virtual Reality, Haptic Simulators, and Virtual Environments -- III. Simulation in Healthcare Disciplines -- 17. Simulation in Anesthesiology -- 18. Simulation in Non-Invasive Cardiology -- 19. Simulation in Cardiothoracic Surgery -- 20. Simulation in Emergency Medicine -- 21. Simulation in Dentistry/Oral Health -- 22. Simulation in Family Medicine -- 23. Simulation in General Surgery -- 24. Simulation in Gastroenterology -- 25. Simulation in Genitourinary Surgery -- 26. Simulation in Medical Education: Internal Medicine -- 27. Simulation in Military and Battlefield Medicine -- 28. Simulation in Neurosurgery and Neurosurgical Procedures -- 29. Simulation in Nursing -- 30. Simulation in Obstetrics and Gynecology -- 31. Simulation in Ophthalmology -- 32. Simulation in Orthopaedic Surgery -- 33. Simulation in Otolaryngology -- 34. Simulation in Medical Education: Pain & Palliative Care -- 35. Simulation in Pediatrics -- 36. Simulation in Psychiatry -- 37. Simulation in Pulmonary and Critical Care Medicine -- 38. Simulation in Radiology: Diagnostic Techniques -- 39. Simulation in Radiology: Endovascular and Interventional Techniques -- 40. Simulation in Basic Science Education -- IV. Professional Development in Simulation -- 41. The Clinical Educator Track for Medical Students and Residents -- 42. Simulation Fellowship Training -- 43. Specialized Courses -- 44. Continuing Education (CE) in Healthcare Simulation -- V. Program Development in Simulation -- 45. Center Development and Practical Considerations -- 46. Business Planning Considerations for a Healthcare Simulation Center -- 47. Securing Funding for Simulation Centers and Research -- 48. Program and Center Accreditation -- 49. A Future Vision -- Appendix 1. Simulation Center Sample Floorplans and Facility Pictures -- Appendix 2. Terms and Terminology. |
| Record Nr. | UNINA-9910437989603321 |
| New York, : Springer, c2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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