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Conditional Generation of Medical Images via Disentangled Adversarial
  Inference
v1v2v3 (latest)

Conditional Generation of Medical Images via Disentangled Adversarial Inference

8 December 2020
Mohammad Havaei
Ximeng Mao
Yiping Wang
Qicheng Lao
    GANMedIm
ArXiv (abs)PDFHTML

Papers citing "Conditional Generation of Medical Images via Disentangled Adversarial Inference"

12 / 12 papers shown
Minimum Data, Maximum Impact: 20 annotated samples for explainable lung nodule classification
Minimum Data, Maximum Impact: 20 annotated samples for explainable lung nodule classification
Luisa Gallée
Catharina Silvia Lisson
C. Lisson
Daniela Drees
Felix Weig
D. Vogele
Meinrad Beer
Michael Götz
DiffMMedIm
112
1
0
01 Aug 2025
Leapfrog Latent Consistency Model (LLCM) for Medical Images Generation
Leapfrog Latent Consistency Model (LLCM) for Medical Images GenerationIEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE), 2024
Lakshmikar R. Polamreddy
Kalyan Roy
Sheng-Han Yueh
Deepshikha Mahato
Shilpa Kuppili
Jialu Li
Youshan Zhang
MedIm
407
3
0
22 Nov 2024
GANs Conditioning Methods: A Survey
GANs Conditioning Methods: A Survey
Anis Bourou
Valérie Mezger
Auguste Genovesio
EGVMAI4CE
491
4
0
28 Aug 2024
Disentangling representations of retinal images with generative models
Disentangling representations of retinal images with generative models
Sarah Muller
Lisa M. Koch
Hendrik P. A. Lensch
Philipp Berens
MedIm
510
9
0
29 Feb 2024
Representation Synthesis by Probabilistic Many-Valued Logic Operation in
  Self-Supervised Learning
Representation Synthesis by Probabilistic Many-Valued Logic Operation in Self-Supervised LearningIEEE Open Journal of Signal Processing (IEEE Open J. Signal Process.), 2023
Hiroki Nakamura
Masashi Okada
T. Taniguchi
SSLNAI
296
0
0
08 Sep 2023
RADiff: Controllable Diffusion Models for Radio Astronomical Maps
  Generation
RADiff: Controllable Diffusion Models for Radio Astronomical Maps GenerationIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Renato Sortino
T. Cecconello
A. DeMarco
G. Fiameni
Andrea Pilzer
...
E. Sciacca
A. Ingallinera
C. Bordiu
F. Bufano
C. Spampinato
DiffM
194
5
0
05 Jul 2023
Generative models improve fairness of medical classifiers under
  distribution shifts
Generative models improve fairness of medical classifiers under distribution shiftsNature Network Boston (NNB), 2023
Ira Ktena
Olivia Wiles
Isabela Albuquerque
Sylvestre-Alvise Rebuffi
Ryutaro Tanno
...
Danielle Belgrave
Pushmeet Kohli
Alan Karthikesalingam
A. Cemgil
Sven Gowal
OODMedIm
470
161
0
18 Apr 2023
MouseGAN++: Unsupervised Disentanglement and Contrastive Representation
  for Multiple MRI Modalities Synthesis and Structural Segmentation of Mouse
  Brain
MouseGAN++: Unsupervised Disentanglement and Contrastive Representation for Multiple MRI Modalities Synthesis and Structural Segmentation of Mouse BrainIEEE Transactions on Medical Imaging (IEEE TMI), 2022
Ziqi Yu
Xiaoyang Han
Shengjie Zhang
Jianfeng Feng
Tingying Peng
Xiao-Yong Zhang
206
23
0
04 Dec 2022
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
Jana Fragemann
Lynton Ardizzone
Jan Egger
Jens Kleesiek
DRLMedIm
187
14
0
21 Mar 2022
Learning Disentangled Representations in the Imaging Domain
Learning Disentangled Representations in the Imaging Domain
Xiao Liu
Pedro Sanchez
Spyridon Thermos
Alison Q. OÑeil
Sotirios A. Tsaftaris
OODDRL
849
92
0
26 Aug 2021
Controllable cardiac synthesis via disentangled anatomy arithmetic
Controllable cardiac synthesis via disentangled anatomy arithmetic
Spyridon Thermos
Xiao Liu
Alison Q. OÑeil
Sotirios A. Tsaftaris
MedIm
263
15
0
04 Jul 2021
Decomposing Normal and Abnormal Features of Medical Images into Discrete
  Latent Codes for Content-Based Image Retrieval
Decomposing Normal and Abnormal Features of Medical Images into Discrete Latent Codes for Content-Based Image Retrieval
Kazuma Kobayashi
Ryuichiro Hataya
Y. Kurose
M. Miyake
Masamichi Takahashi
Akiko Nakagawa
Tatsuya Harada
Ryuji Hamamoto
MedIm
308
22
0
23 Mar 2021
1
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