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. 2019 Jul 1;26(11):1286–1296. doi: 10.1093/jamia/ocz089

Table 3.

The major components of 4 models

Components Loss function Train set Endpoint
Model 1 Encoder, decoder Reconstruction loss Labeled / unlabeled Reconstruction
Model 2 Encoder, fully connected Classification loss Labeled Classification
Model 3 Encoder, decoder, fully connected Reconstruction loss Labeled Classification
Classification loss
Model 4 (CAESNet) Encoder, decoder, fully connected Reconstruction loss Labeled and unlabeled Classification
Classification loss