A Giant with Feet of Clay: On the Validity of the Data that Feed Machine Learning in Medicine
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Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-319-90503-7_10
Reference59 articles.
1. Ahmad, F.S., Chan, C., Rosenman, M.B., Post, W.S., Fort, D.G., Greenland, P., Liu, K.J., Kho, A., Allen, N.B.: Validity of cardiovascular data from electronic sources: the multi-ethnic study of atherosclerosis and HealthLNK. Circulation 117 (2017)
2. Althubaiti, A.: Information bias in health research: definition, pitfalls, and adjustment methods. J. Multidiscip. Healthc. 9, 211 (2016)
3. Andrews, J.E., Richesson, R.L., Krischer, J.: Variation of SNOMED CT coding of clinical research concepts among coding experts. J. Am. Med. Inf. Assoc. 14(4), 497–506 (2007)
4. Bachmann, L.M., Jüni, P., Reichenbach, S., Ziswiler, H.R., Kessels, A.G., Vögelin, E.: Consequences of different diagnostic gold standards in test accuracy research: Carpal tunnel syndrome as an example. Int. J. Epidemiol. 34(4), 953–955 (2005)
5. Bello, R., Falcon, R.: Rough Sets in Machine Learning: a review, pp. 87–118. Springer International Publishing, Cham (2017)
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