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The neural network architecture and performance are described in detail in the paper by Shashikumar et al [18].
To investigate the dynamics of the derived phenotypes, we examined the trajectory of patients from 3 to 6 hours after ED triage.
J Med Internet Res 2023;25:e45614
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We used the sepsis prediction model by Shashikumar et al [5] to develop an optimization framework that chooses the model’s classification thresholds to minimize the additional costs from sepsis by the MDCs. In the context of sepsis prediction, classification thresholds determine above which probability the model tags a patient as septic.
J Med Internet Res 2023;25:e43486
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