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Red-GAN: Attacking class imbalance via conditioned generation. Yet
  another perspective on medical image synthesis for skin lesion dermoscopy and
  brain tumor MRI

Red-GAN: Attacking class imbalance via conditioned generation. Yet another perspective on medical image synthesis for skin lesion dermoscopy and brain tumor MRI

22 April 2020
A. Qasim
Ivan Ezhov
Suprosanna Shit
Oliver Schoppe
Johannes C. Paetzold
Anjany Sekuboyina
Florian Kofler
Jana Lipkova
Hongwei Bran Li
Bjoern H. Menze
    GAN
    MedIm
ArXivPDFHTML

Papers citing "Red-GAN: Attacking class imbalance via conditioned generation. Yet another perspective on medical image synthesis for skin lesion dermoscopy and brain tumor MRI"

9 / 9 papers shown
Title
Synthetically Enhanced: Unveiling Synthetic Data's Potential in Medical
  Imaging Research
Synthetically Enhanced: Unveiling Synthetic Data's Potential in Medical Imaging Research
Bardia Khosravi
Frank Li
Theo Dapamede
Pouria Rouzrokh
Cooper Gamble
...
C. Wyles
Andrew B. Sellergren
S. Purkayastha
Bradley J. Erickson
J. Gichoya
MedIm
27
17
0
15 Nov 2023
A 3D generative model of pathological multi-modal MR images and
  segmentations
A 3D generative model of pathological multi-modal MR images and segmentations
Virginia Fernandez
W. H. Pinaya
Pedro Borges
M. Graham
Tom Kamiel Magda Vercauteren
M. Jorge Cardoso
MedIm
18
6
0
08 Nov 2023
A Domain-specific Perceptual Metric via Contrastive Self-supervised
  Representation: Applications on Natural and Medical Images
A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images
Hongwei Bran Li
Chinmay Prabhakar
Suprosanna Shit
Johannes C. Paetzold
Tamaz Amiranashvili
Jianguo Zhang
Daniel Rueckert
Juan Eugenio Iglesias
Benedikt Wiestler
Bjoern H. Menze
OOD
SSL
25
2
0
03 Dec 2022
Automated analysis of diabetic retinopathy using vessel segmentation
  maps as inductive bias
Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias
Linus Kreitner
Ivan Ezhov
Daniel Rueckert
Johannes C. Paetzold
M. Menten
29
2
0
28 Oct 2022
Can segmentation models be trained with fully synthetically generated
  data?
Can segmentation models be trained with fully synthetically generated data?
Virginia Fernandez
W. H. Pinaya
Pedro Borges
Petru-Daniel Tudosiu
M. Graham
Tom Kamiel Magda Vercauteren
M. Jorge Cardoso
DiffM
MedIm
43
45
0
17 Sep 2022
Convolutional Ensembling based Few-Shot Defect Detection Technique
Convolutional Ensembling based Few-Shot Defect Detection Technique
Soumyajit Karmakar
Abeer Banerjee
P. Gidde
Sumeet Saurav
S. Singh
UQCV
19
2
0
05 Aug 2022
A Survey on Training Challenges in Generative Adversarial Networks for
  Biomedical Image Analysis
A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis
Muhammad Muneeb Saad
Ruairi O'Reilly
M. H. Rehmani
MedIm
36
35
0
19 Jan 2022
METGAN: Generative Tumour Inpainting and Modality Synthesis in Light
  Sheet Microscopy
METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy
Izabela Horvath
Johannes C. Paetzold
Oliver Schoppe
Rami Al-Maskari
Ivan Ezhov
Suprosanna Shit
Hongwei Bran Li
Ali Ertuerk
Bjoern H. Menze
MedIm
29
9
0
22 Apr 2021
Conditional Image Synthesis With Auxiliary Classifier GANs
Conditional Image Synthesis With Auxiliary Classifier GANs
Augustus Odena
C. Olah
Jonathon Shlens
GAN
226
3,190
0
30 Oct 2016
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