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ResearchFormerly WizWand

Clinical Time-Series Prediction on MIMIC-III (test)

85.79AUROCTreeText-CTS
-2.7951220.2029443.20166.19906May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TreeText-CTS2026.0585.7950.11
GRU-D2026.0585.4150.08
DuETT2026.0584.645.76
STraTS2026.0584.5947.05
KEDGN2026.0584.2547.34
mTAND2026.0583.9946.03
LOCF LSTM2026.0582.448.11
LOCF Transformer2026.0582.344.65
SEFT2026.0581.4640.34
TreeText-CTSNo patient gen.=true, No AR decode=true, Traceable evid.=true, Online lat. (s/pt)=0.0942026.050.85790.5011
Decode-FaithfulNo patient gen.=true, No AR decode=true, Traceable evid.=false, Online lat. (s/pt)=0.2132026.050.83940.4292
TimeCP-AdaptedNo patient gen.=false, No AR decode=false, Traceable evid.=false, Online lat. (s/pt)=272.2282026.050.80650.411
Record2Vec-AdaptedNo patient gen.=false, No AR decode=false, Traceable evid.=false, Online lat. (s/pt)=272.2282026.050.8040.3692
Decode-AdaptedNo patient gen.=true, No AR decode=true, Traceable evid.=false, Online lat. (s/pt)=0.0742026.050.79330.3629
WRDP-AdaptedNo patient gen.=true, No AR decode=true, Traceable evid.=false, Online lat. (s/pt)=0.0712026.050.78430.358
Record2Vec-FaithfulNo patient gen.=false, No AR decode=false, Traceable evid.=false, Online lat. (s/pt)=272.3082026.050.78390.3738
WRDP-FaithfulNo patient gen.=true, No AR decode=true, Traceable evid.=false, Online lat. (s/pt)=0.2992026.050.75430.2958
TimeCP-FaithfulNo patient gen.=false, No AR decode=false, Traceable evid.=false, Online lat. (s/pt)=273.4732026.050.6120.1453