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ICU Length-of-Stay Prediction on MIMIC-III

65.7F1 Score

LSTM

Updated 4d ago

Evaluation Results

Method	Links
LSTM 2025.01		65.7	70.4
RF 2025.01		65	63
SVM 2025.01		64.2	62.5
OvO 2025.01		62.5	63.5
RF 2025.01		60.9	59.8
LSTM 2025.01		54.8	60.7
TA-RNN 2025.01		52.9	58.6
TA-RNN 2025.01		47.9	56.3
BEHRT 2025.01		45.3	52
SVM 2025.01		44.7	50.2
RF 2025.01		44.6	50.3
TA-RNN 2025.01		44.4	51.9
SVM 2025.01		43.7	50
LSTM 2025.01		40.1	51.5