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The effect of Liver Explore HIFs on progression to LRE (e.g., decompensation, liver transplantation) in ASH patients was assessed using Cox proportional hazards regression

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doi:10.3389/fcvm.2018.00188 Cicerale S, Lucas L, Keast R

4.1 DDSP Autoencoder DDSP components do not put constraints on the choice of generative model (GAN, VAE, Flow, etc.), but we focus here on a deterministic autoencoder to investigate the strength of DDSP components independent of any particular approach to adversarial training, variational inference, or Jacobian design

Though not mirroring the exacting standards of Level 2 research, these Level 3 studies furnish indispensable foundational knowledge, potentially guiding subsequent, more rigorous investigations