Common Misconceptions and Future Directions for AI in Medicine: A Physician-Data Scientist Perspective.

作者: Anthony Chang

DOI: 10.1007/978-3-030-21642-9_1

关键词: Engineering ethicsPerspective (graphical)Information industryHealth careSociology

摘要: “Healthcare is an information industry that continues to think it a biological industry.” (Laurence McMahon at the AAHC Thought Leadership Institute meeting, August, 2016)

参考文章(5)
Susan Mallett, Steve Halligan, Gary S. Collins, Doug G. Altman, Exploration of Analysis Methods for Diagnostic Imaging Tests: Problems with ROC AUC and Confidence Scores in CT Colonography PLoS ONE. ,vol. 9, pp. e107633- ,(2014) , 10.1371/JOURNAL.PONE.0107633
Allison C. Hill, Christina Y. Miyake, Stafford Grady, Anne M. Dubin, Accuracy of interpretation of preparticipation screening electrocardiograms. The Journal of Pediatrics. ,vol. 159, pp. 783- 788 ,(2011) , 10.1016/J.JPEDS.2011.05.014
Abraham Verghese, Nigam H. Shah, Robert A. Harrington, What This Computer Needs Is a Physician: Humanism and Artificial Intelligence. JAMA. ,vol. 319, pp. 19- 20 ,(2018) , 10.1001/JAMA.2017.19198
Felix Yu, Gianluca Silva Croso, Tae Soo Kim, Ziang Song, Felix Parker, Gregory D. Hager, Austin Reiter, S. Swaroop Vedula, Haider Ali, Shameema Sikder, Assessment of Automated Identification of Phases in Videos of Cataract Surgery Using Machine Learning and Deep Learning Techniques. JAMA Network Open. ,vol. 2, ,(2019) , 10.1001/JAMANETWORKOPEN.2019.1860