ResearchBenchmarksProlonged Length of Stay (PLOS) Prediction on MIMIC-IVProlonged Length of Stay (PLOS) Prediction on MIMIC-IVFollow68.04F1 ScoreDT-BEHRT60.999262.827164.65566.4829Mar 10, 2026Evaluation resultsMethodMethodLinksF1 ScoreAUROCAUPRCDT-BEHRT2026.0368.0484.9874.78ExBEHRT2026.0367.6484.9975.97HEART2026.0367.0784.6374.48Med-BERT2026.0363.3881.8970.82HypEHR2026.0361.778169.39BEHRT2026.0361.4778.6266.19G-BERT2026.0361.2777.3466.68