The training results for the CAE-2 module.

The training results for the CAE-2 module.

<p>A. Generated images from CAE-2 with 10, 40, 70 and 100 epochs for one real sample image. B. The averaged Frechet Inception Distance (FID) between real images and generated images for evaluating the quality of generation during the training process.</p>

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Bibliographic Details
Main Author: Bin Li (39349) (author)
Other Authors: Xiaoqian Jiang (124514) (author), Kai Zhang (102844) (author), Arif O. Harmanci (20991104) (author), Bradley Malin (193767) (author), Hongchang Gao (308524) (author), Xinghua Shi (517731) (author)
Published: 2025
Subjects:
Biochemistry
Genetics
Biotechnology
Science Policy
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Chemical Sciences not elsewhere classified
Information Systems not elsewhere classified
trained convolutional autoencoders
negative gradients back
multiple sensitive features
extract deep representations
current approaches struggle
clinical decisions ).
alzheimer &# 8217
mitigate multiple biases
mdann approach leads
enhance prediction accuracy
equitable disease prediction
prediction outcome
ensure equitable
disease prediction
better accuracy
enhance fairness
utilize pre
unfair treatment
reliable outcomes
provide reliable
minority groups
medical predictions
mdann ),
may intentionally
g .,
framework based
fair pattern
empirically demonstrate
effective techniques
disadvantaged .)
class imbalance
ai models
adversarial module
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