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Adversarial Networks for the Detection of Aggressive Prostate Cancer

Adversarial Networks for the Detection of Aggressive Prostate Cancer

26 February 2017
Simon A. A. Kohl
D. Bonekamp
H. Schlemmer
Kaneschka Yaqubi
Markus Hohenfellner
B. Hadaschik
J. Radtke
Klaus Maier-Hein
    MedImGAN
ArXiv (abs)PDFHTML

Papers citing "Adversarial Networks for the Detection of Aggressive Prostate Cancer"

31 / 31 papers shown
Anatomy-informed Data Augmentation for Enhanced Prostate Cancer
  Detection
Anatomy-informed Data Augmentation for Enhanced Prostate Cancer DetectionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Balint Kovacs
Nils Netzer
Michael Baumgartner
Carolin Eith
Dimitrios Bounias
...
Markus Hohenfellner
H. Schlemmer
Ivo Wolf
D. Bonekamp
Klaus H. Maier-Hein
MedIm
267
5
0
07 Sep 2023
ProstAttention-Net: A deep attention model for prostate cancer
  segmentation by aggressiveness in MRI scans
ProstAttention-Net: A deep attention model for prostate cancer segmentation by aggressiveness in MRI scans
Audrey Duran
Gaspard Dussert
O. Rouvière
Tristan Jaouen
Pierre-Marc Jodoin
Carole Lartizien
MedIm
242
86
0
23 Nov 2022
Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI
  $-$Should Different Clinical Objectives Mandate Different Loss Functions?
Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI −-−Should Different Clinical Objectives Mandate Different Loss Functions?
A. Saha
Shengcai Liu
J. Linmans
M. Hosseinzadeh
Ke Tang
270
8
0
25 Oct 2021
Data synthesis and adversarial networks: A review and meta-analysis in
  cancer imaging
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging
Richard Osuala
Kaisar Kushibar
Lidia Garrucho
Akis Linardos
Zuzanna Szafranowska
Stefan Klein
Ben Glocker
Oliver Díaz
Karim Lekadir
MedIm
429
67
0
20 Jul 2021
End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effects of
  Attention Mechanisms, Clinical Priori and Decoupled False Positive Reduction
End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effects of Attention Mechanisms, Clinical Priori and Decoupled False Positive Reduction
A. Saha
M. Hosseinzadeh
Henkjan Huisman
MedIm
707
155
0
08 Jan 2021
Cross-Modal Self-Attention Distillation for Prostate Cancer Segmentation
Cross-Modal Self-Attention Distillation for Prostate Cancer Segmentation
Guokai Zhang
Xiaoang Shen
Ye Luo
Jihao Luo
Zeju Wang
Weigang Wang
Binghui Zhao
Jianwei Lu
MedIm
152
4
0
08 Nov 2020
Accurate Prostate Cancer Detection and Segmentation on Biparametric MRI
  using Non-local Mask R-CNN with Histopathological Ground Truth
Accurate Prostate Cancer Detection and Segmentation on Biparametric MRI using Non-local Mask R-CNN with Histopathological Ground Truth
Z. Dai
I. Jambor
P. Taimen
Milan Pantelic
Mohamed Elshaikh
...
O. Ettala
Peter Bostrom
Hannu J. Aronen
H. Merisaari
Ning Wen
112
0
0
28 Oct 2020
Multimodal semantic forecasting based on conditional generation of
  future features
Multimodal semantic forecasting based on conditional generation of future featuresGerman Conference on Pattern Recognition (DAGM), 2020
Kristijan Fugosic
Josip Saric
Sinisa Segvic
157
1
0
18 Oct 2020
Unifying Neural Learning and Symbolic Reasoning for Spinal Medical
  Report Generation
Unifying Neural Learning and Symbolic Reasoning for Spinal Medical Report Generation
Zhongyi Han
B. Wei
Yilong Yin
Shuo Li
MedIm
212
52
0
28 Apr 2020
Bayesian Generative Models for Knowledge Transfer in MRI Semantic
  Segmentation Problems
Bayesian Generative Models for Knowledge Transfer in MRI Semantic Segmentation ProblemsFrontiers in Neuroscience (Front. Neurosci.), 2019
Anna Kuzina
Evgenii Egorov
Evgeny Burnaev
MedIm
266
19
0
15 Aug 2019
I Bet You Are Wrong: Gambling Adversarial Networks for Structured
  Semantic Segmentation
I Bet You Are Wrong: Gambling Adversarial Networks for Structured Semantic Segmentation
Laurens Samson
Nanne van Noord
Olaf Booij
M. Hofmann
E. Gavves
Mohsen Ghafoorian
GAN
262
14
0
07 Aug 2019
Segmentation of the Prostatic Gland and the Intraprostatic Lesions on
  Multiparametic MRI Using Mask-RCNN
Segmentation of the Prostatic Gland and the Intraprostatic Lesions on Multiparametic MRI Using Mask-RCNN
Z. Dai
Eric N Carver
Chang Liu
Joon-Young Lee
A. Feldman
Weiwei Zong
Milan Pantelic
Mohamed Elshaikh
Ning Wen
146
6
0
04 Apr 2019
Towards annotation-efficient segmentation via image-to-image translation
Towards annotation-efficient segmentation via image-to-image translation
Eugene Vorontsov
Pavlo Molchanov
Christopher Beckham
Jan Kautz
Samuel Kadoury
MedIm
348
19
0
02 Apr 2019
Red blood cell image generation for data augmentation using Conditional
  Generative Adversarial Networks
Red blood cell image generation for data augmentation using Conditional Generative Adversarial Networks
Oleksandr Bailo
D. Ham
Y. Shin
GANMedIm
270
66
0
18 Jan 2019
SUSAN: Segment Unannotated image Structure using Adversarial Network
SUSAN: Segment Unannotated image Structure using Adversarial Network
Fang Liu
GANMedIm
332
64
0
03 Dec 2018
Retina U-Net: Embarrassingly Simple Exploitation of Segmentation
  Supervision for Medical Object Detection
Retina U-Net: Embarrassingly Simple Exploitation of Segmentation Supervision for Medical Object Detection
Paul F. Jaeger
Simon A. A. Kohl
S. Bickelhaupt
Hyunjin Park
T. Kuder
H. Schlemmer
Klaus H. Maier-Hein
SSeg
350
223
0
21 Nov 2018
ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging
  Synthesis with Generative Adversarial Networks
ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks
Xiaodan Hu
A. Chung
Paul Fieguth
Farzad Khalvati
M. Haider
A. Wong
DiffMGANMedIm
192
16
0
14 Nov 2018
Generative adversarial networks and adversarial methods in biomedical
  image analysis
Generative adversarial networks and adversarial methods in biomedical image analysis
J. Wolterink
Konstantinos Kamnitsas
C. Ledig
Ivana Išgum
MedImGAN
165
21
0
24 Oct 2018
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth
Yuankai Huo
Zhoubing Xu
Hyeonsoo Moon
Shunxing Bao
A. Assad
T. Moyo
M. Savona
R. Abramson
Bennett A. Landman
MedIm
314
259
0
15 Oct 2018
Conditional Generative Refinement Adversarial Networks for Unbalanced
  Medical Image Semantic Segmentation
Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation
Mina Rezaei
Haojin Yang
Christoph Meinel
GANSSegMedIm
227
22
0
09 Oct 2018
Generative Adversarial Network in Medical Imaging: A Review
Generative Adversarial Network in Medical Imaging: A Review
Xin Yi
Ekta Walia
P. Babyn
GANMedIm
635
1,612
0
19 Sep 2018
GANs for Medical Image Analysis
GANs for Medical Image Analysis
Salome Kazeminia
Christoph Baur
Arjan Kuijper
Bram van Ginneken
Nassir Navab
Shadi Albarqouni
Anirban Mukhopadhyay
MedImAI4CE
399
489
0
13 Sep 2018
Leveraging Uncertainty Estimates for Predicting Segmentation Quality
Leveraging Uncertainty Estimates for Predicting Segmentation Quality
Terrance Devries
Graham W. Taylor
UQCV
352
122
0
02 Jul 2018
EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane
  Detection
EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection
Mohsen Ghafoorian
C. Nugteren
N. Baka
Olaf Booij
M. Hofmann
GAN
274
220
0
14 Jun 2018
Retinal Vessel Segmentation Based on Conditional Deep Convolutional
  Generative Adversarial Networks
Retinal Vessel Segmentation Based on Conditional Deep Convolutional Generative Adversarial Networks
Yun Jiang
Ning Tan
MedImGANSSeg
202
6
0
11 May 2018
Translating and Segmenting Multimodal Medical Volumes with Cycle- and
  Shape-Consistency Generative Adversarial Network
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network
Zizhao Zhang
Ling Yang
Yefeng Zheng
MedIm
461
412
0
27 Feb 2018
Bitewing Radiography Semantic Segmentation Base on Conditional
  Generative Adversarial Nets
Bitewing Radiography Semantic Segmentation Base on Conditional Generative Adversarial Nets
Yun Jiang
Ning Tan
Hai Zhang
T. Peng
GANMedImAI4CE
198
2
0
07 Feb 2018
Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via
  Adversarial Training
Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training
Faisal Mahmood
Richard J. Chen
Nicholas J. Durr
OODMedIm
314
258
0
17 Nov 2017
Learning Graph Topological Features via GAN
Learning Graph Topological Features via GAN
Weiyi Liu
Hal Cooper
Min Hwan Oh
Fucai Yu
Pin-Yu Chen
Toyotaro Suzumura
Guangmin Hu
GANAI4CE
421
26
0
11 Sep 2017
Adversarial training and dilated convolutions for brain MRI segmentation
Adversarial training and dilated convolutions for brain MRI segmentation
P. Moeskops
M. Veta
Maxime W. Lafarge
K. Eppenhof
J. Pluim
MedImGAN
258
136
0
11 Jul 2017
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk
Paul Hand
V. Voroninski
UQCV
540
143
0
22 May 2017
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