A comprehensive EHR timeseries pre-training benchmark

Matthew B. A. McDermott, Bret Nestor, Evan Kim, Wancong Zhang, Anna Goldenberg, Peter Szolovits, Marzyeh Ghassemi. A comprehensive EHR timeseries pre-training benchmark. In Marzyeh Ghassemi, Tristan Naumann, Emma Pierson, editors, ACM CHIL '21: ACM Conference on Health, Inference, and Learning, Virtual Event, USA, April 8-9, 2021. pages 257-278, ACM, 2021. [doi]

Authors

Matthew B. A. McDermott

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Bret Nestor

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Evan Kim

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Wancong Zhang

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Anna Goldenberg

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Peter Szolovits

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Marzyeh Ghassemi

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