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(A) A LSTM network that takes multiple time points of clinical laboratory values and vital signs as input. (B) A network that takes as input the demographics and comorbidities values. (C) An LSTM network that combines both longitudinal feature values and the demographics and comorbidities values to predict hospital-acquired AKI onset in COVID-19 patients. AKI, acute kidney injury; LSTM, long-short-term memory.
