
Editors:
Trevor A. Cohen, MBChB, PhD, FACMI, University of Washington,
Vimla L. Patel, PhD, DSc, FRSC, FACMI, New York Academy of Medicine
Edward H. Shortliffe, MD, PhD, MACP, FACMI, Columbia University
Previous and Forthcoming Books in Series:
Cognitive Informatics in Health and Biomedicine: Case Studies on Critial Care, Complexity and Errors (2014) Vimla L. Patel, David R. Kaufman, Trevor Cohen
Cognitive Informatics for Biomedicine: Human Computer Interaction in Healthcare (2015) Vimla L. Patel, Thomas G. Kannampallil, David R. Kaufman
Cognitive Informatics in Health and Biomedicine: Understanding and Modeling Health Behaviors (2017) Vimla L. Patel, Jose F. Arocha, Jessica Ancker
Cognitive Informatics: Reengineering Clinical Workflow for Safer and More Efficient Care (2019) Kai Zheng, Johanna Westbrook, Thomas G. Kannampallil, Vimla L. Patel
Personal Health Informatics: Patient Participation in Precision Health (publication expected 2022) Pei-Yun Sabrina Hsueh, XinXin Katie Zhu, Thomas Wetter
Natural Language Processing in Biomedicine: A Practical Guide (publication expected 2023) Hua Xu amd Dima Demner-Fuschman
|
Currently In Production
T.A. Cohen, V.L. Patel, and E.H. Shortliffe, Editors
1. Introducing AI in Medicine: A Cognitive Informatics Perspective
Trevor A. Cohen, Vimla L. Patel, and Edward H. Shortliffe
2. AI in Medicine: Some Pertinent History
Edward H. Shortliffe and Nigam H. Shah
3. Data and Information: A Contemporary Landscape
Ida Sim and Marina Sirota
4. Knowledge-based Systems
Peter Szolovits and Emily Alsentzer
5. Clinical Cognition and Decision Making
Vimla L. Patel and Trevor A. Cohen
6. Machine Learning Systems
Devika Subramanian and Trevor A. Cohen
7. Natural Language Processing
Hua Xu and Kirk Roberts
8. Explainability in Medical AI
Ron Li, Naveen Muthu, Dev Dash, Tina Hernandez-Boussard, and Nigam Shah
9. Conversational Agents and Dialog Systems
Timothy Bickmore and Byron Wallace
10. Integration of AI for Clinical Decision Support
Shyam Visweswaran, Andrew J. King, and Gregory F. Cooper
11. Predicting Clinical Outcomes
Riccardo Bellazzi, Arianna Dagliati, and Giovanna Nicora
12. Interpreting Medical Images
Zongwei Zhou, Jianming Liang, and Michael Gotway
13. Public Health Applications
David Buckeridge
14. Translational Bioinformatics and Precision Medicine
Jake Chen and Thanh Nguyen
15. Health Systems Management
Adam Wilcox and Beth Britt
16. Intelligent Systems in Learning and Education
Vimla L. Patel and Parvati Dev
17. Framework for the Evaluation of Clinical AI Systems
Edward H. Shortliffe, Martin-Josè Sepulvèda, and Vimla L. Patel
18. Ethical and Policy Issues
Diane Korngiebel, Anthony Solomonides, and Kenneth Goodman
19. Anticipating the Future of AI in Medicine and Health Care: A Clinical Data Science Perspective
Anthony Chang
20. Reflections and Projections
Trevor A. Cohen, Vimla L. Patel, and Edward H. Shortliffe
|
|