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Lung cancer risk estimation on External In-house Set MNAR mechanism (test (404 subjects))

0.8919AUC

C-PBIGAN + C-PBIGAN

Updated 4d ago

Evaluation Results

Method	Links
C-PBIGAN + C-PBIGAN 2021.07		0.8919
C-PBIGAN + PBIGAN 2021.07		0.8849
C-PBIGAN + Soft-imputer 2021.07		0.8811
C-PBIGAN# + C-PBIGAN 2021.07		0.8769
LOCF + C-PBIGAN 2021.07		0.8763
C-PBIGAN# + PBIGAN 2021.07		0.8719
LOCF + Soft-imputer 2021.07		0.8711
LOCF + PBIGAN 2021.07		0.8699
C-PBIGAN# + Soft-imputer 2021.07		0.8657
factor-only + C-PBIGAN 2021.07		0.8656
PBIGAN + C-PBIGAN 2021.07		0.8586
C-PBIGAN + Mean-imput 2021.07		0.8529
PBIGAN + PBIGAN 2021.07		0.8488
PBIGAN + Soft-imputer 2021.07		0.8443
factor-only + PBIGAN 2021.07		0.844
C-PBIGAN# + Mean-imput 2021.07		0.8387
factor-only + Soft-imputer 2021.07		0.8346
LOCF + Mean-imput 2021.07		0.8283
C-PBIGAN + image-only 2021.07		0.8261
PBIGAN + Mean-imput 2021.07		0.8085
C-PBIGAN# + image-only 2021.07		0.8059
LOCF + image-only 2021.07		0.7552
factor-only + Mean-imput 2021.07		0.7517
PBIGAN + image-only 2021.07		0.7344