@article{rethinkingclinicalpredictionwhymachine, title = {Rethinking clinical prediction: Why machine learning must consider year of care and feature aggregation}, author = {Bret Nestor and Matthew B. A. McDermott and Geeticka Chauhan and Tristan Naumann and Michael C. Hughes and Anna Goldenberg and Marzyeh Ghassemi}, year = {2018}, eprint = {1811.12583}, archivePrefix = {arXiv}, url = {http://arxiv.org/abs/1811.12583v1}, }