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Review of Disentanglement Approaches for Medical Applications -- Towards
  Solving the Gordian Knot of Generative Models in Healthcare

Review of Disentanglement Approaches for Medical Applications -- Towards Solving the Gordian Knot of Generative Models in Healthcare

21 March 2022
Jana Fragemann
Lynton Ardizzone
Jan Egger
Jens Kleesiek
    DRL
    MedIm
ArXivPDFHTML

Papers citing "Review of Disentanglement Approaches for Medical Applications -- Towards Solving the Gordian Knot of Generative Models in Healthcare"

4 / 4 papers shown
Title
Open-Source Skull Reconstruction with MONAI
Open-Source Skull Reconstruction with MONAI
Jianning Li
André Ferreira
B. Puladi
Victor Alves
Michael Kamp
Moon S. Kim
F. Nensa
Jens Kleesiek
Seyed-Ahmad Ahmadi
Jan Egger
24
1
0
25 Nov 2022
Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain
  MRI with Structured Variational Priors
Clinically Plausible Pathology-Anatomy Disentanglement in Patient Brain MRI with Structured Variational Priors
Anjun Hu
J. Falet
Brennan Nichyporuk
Changjian Shui
Douglas L. Arnold
Sotirios A. Tsaftaris
Tal Arbel
32
2
0
15 Nov 2022
Training β-VAE by Aggregating a Learned Gaussian Posterior with a
  Decoupled Decoder
Training β-VAE by Aggregating a Learned Gaussian Posterior with a Decoupled Decoder
Jianning Li
Jana Fragemann
Seyed-Ahmad Ahmadi
Jens Kleesiek
Jan Egger
DRL
29
4
0
29 Sep 2022
A Style-Based Generator Architecture for Generative Adversarial Networks
A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras
S. Laine
Timo Aila
282
10,354
0
12 Dec 2018
1