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A structural characterization of shortcut features for prediction |
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| Authors: | Bellamy David Hernán Miguel A Beam Andrew |
| Institution: | 1.CAUSALab, Harvard T.H. Chan School of Public Health, Boston, MA, USA ;2.Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA ;3.Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA ;4.Department of Biomedical Informatics, Harvard Medical School, Boston, MA, USA ; |
| Abstract: | European Journal of Epidemiology - With the rising use of machine learning for healthcare applications, practitioners are increasingly confronted with the limitations of prediction models that are... |
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