Computational signatures for post-cardiac arrest trajectory prediction: Importance of early physiological time series
Han Kim, Hieu Nguyen, Qingchu Jin, Sharmila Tamby, Tatiana Gelaf Romer, Eric Sung, Ran Liu, Joseph L. Greenstein, José I. Suárez, Christian Storm, Raimond L. Winslow, Robert D. Stevens
Topics & Concepts
MedicineReceiver operating characteristicLogistic regressionIntensive care unitArea under the curveEarly warning scorePredictive modellingOutcome (game theory)Emergency medicineMachine learningInternal medicineIntensive care medicineComputer scienceMathematicsMathematical economicsCardiac Arrest and ResuscitationHeart Rate Variability and Autonomic ControlSepsis Diagnosis and Treatment