Full Description
This book provides an introduction into the field of digital medicine, its wide spectrum of current clinical applications, and the future practice of medicine. With "digital health" and "digital medicine" at its core, it focuses on the combination of therapeutics with modern hard- and software solutions, including artificial intelligence and advanced diagnostic technologies such as augmented imaging and ingestible or wearable (nano)sensors, to provide best patient care. In the four parts of this book, experts in the field have authored use cases and guiding principles on the visualization of patient data analytics and clinical decision support tools, including robotic-guided interventions, as well as nursing research along with palliative and inpatient care. The book also provides examples of "digital medicine" from almost all clinical disciplines together with technical and e-learning solutions.
Contents
1. Introduction to Machine Learning for Physicians: A Survival Guide for Data Deluge 2. Data Access and Use 3. Data Integration 4. Data analysis in Genomic Medicine: Status, Challenges and Developments 5. Ethical Aspects of mHealth Technologies: Challenges and Opportunities 6. i-Learning the Next Generation e-Learning 7. Data-Driven Nursing Research: An Overview of Underlying Concepts and Enablers 8. Designing the Hospital of the Future: A Framework to Guide Digital Innovation 9. Combining Digital Medicine, Innovative Geospatial and Environmental Data in Environmental Health Sciences to Create Sustainable Health 10. Digitalization and (Nano)Robotics in Nanomedicine 11. Neural Networks in Molecular Imaging: Theory and Applications 12. Precision Oncology: Molecular Diversification of Tumor Patients 13. Digital Applications in Precision Pathology 14. Computational Pathology 15. Digital Neuropathology 16. Application of Artificial Intelligence (AI) in Gastrointestinal Endoscopy 17. Digital Transformation Processes in Acute Inpatient Care in Germany 18. Digital Medicine in Neurology 19. Neurorehabilitation Medicine 20. Digital Psychiatry 21. Digital Neurosurgery 22. Digital Surgery: The Convergence of Robotics, Artificial Intelligence and Big Data 23. Digital Urology 24. Digitalization in Anesthesiology and Intensive Care 25. Digital Palliative Care 26. Digital Medicine in Pulmonary Medicine 27. Digital Rheumatology 28. Digital Dermatology 29. Digital Neonatology 30. Digital Medicine and Artificial Intelligence in the Area of Breast and Gynaecologic Cancer 31. Digital Otorhinolaryngology (Ear-Nose-Throat) 32. Digital Orthopedics and Traumatology
