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1801.02385
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Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification
8 January 2018
Maayan Frid-Adar
Eyal Klang
Michal Amitai
Jacob Goldberger
H. Greenspan
MedIm
GAN
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Papers citing
"Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification"
50 / 210 papers shown
Generative Adversarial Networks for Bitcoin Data Augmentation
Conference on Blockchain Research & Applications for Innovative Networks and Services (BRAINS), 2020
Francesco Zola
Jan L. Bruse
Xabier Etxeberria Barrio
M. Galar
Raul Orduna Urrutia
GAN
175
9
0
27 May 2020
SAGE: Sequential Attribute Generator for Analyzing Glioblastomas using Limited Dataset
P. Jonnalagedda
B. Weinberg
Jason W. Allen
Taejin L. Min
Shiv Bhanu
B. Bhanu
GAN
MedIm
126
5
0
14 May 2020
Data Augmentation for Hypernymy Detection
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Thomas Kober
Julie Weeds
Lorenzo Bertolini
David J. Weir
244
21
0
04 May 2020
Multi-Modality Generative Adversarial Networks with Tumor Consistency Loss for Brain MR Image Synthesis
IEEE International Symposium on Biomedical Imaging (ISBI), 2020
Bingyu Xin
Yifan Hu
Yefeng Zheng
H. Liao
GAN
MedIm
172
35
0
02 May 2020
Difficulty Translation in Histopathology Images
Conference on Artificial Intelligence in Medicine in Europe (AIME), 2020
Jerry W. Wei
A. Suriawinata
Xiaoying Liu
Bing Ren
Mustafa Nasir-Moin
Naofumi Tomita
Jason W. Wei
Saeed Hassanpour
MedIm
197
5
0
27 Apr 2020
Melanoma Detection using Adversarial Training and Deep Transfer Learning
Physics in Medicine and Biology (PMB), 2020
H. Zunair
Benourida Hamza
GAN
MedIm
218
102
0
14 Apr 2020
Data augmentation using generative networks to identify dementia
B. Mirheidari
Yilin Pan
D. Blackburn
R. O'Malley
Traci Walker
A. Venneri
M. Reuber
H. Christensen
MedIm
124
4
0
13 Apr 2020
Lesion Conditional Image Generation for Improved Segmentation of Intracranial Hemorrhage from CT Images
Manohar Karki
Junghwan Cho
Seokhwan Ko
GAN
MedIm
69
5
0
30 Mar 2020
GIQA: Generated Image Quality Assessment
European Conference on Computer Vision (ECCV), 2020
Shuyang Gu
Jianmin Bao
Dong Chen
Fang Wen
EGVM
445
99
0
19 Mar 2020
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses
Niharika Jain
Alberto Olmo Hernandez
Sailik Sengupta
L. Manikonda
S. Kambhampati
375
38
0
26 Jan 2020
SMAPGAN: Generative Adversarial Network Based Semi-Supervised Styled Map Tiles Generating Method
X. Chen
Songqiang Chen
Tian Xu
Bangguo Yin
X. Mei
Jian Peng
Haifeng Li
GAN
153
0
0
21 Jan 2020
PMC-GANs: Generating Multi-Scale High-Quality Pedestrian with Multimodal Cascaded GANs
British Machine Vision Conference (BMVC), 2019
Jie Wu
Ying Peng
Chenghao Zheng
Zongbo Hao
Jian Zhang
GAN
158
5
0
30 Dec 2019
Adversarial AutoAugment
International Conference on Learning Representations (ICLR), 2019
Xinyu Zhang
Qiang-qiang Wang
Jian Zhang
Zhaobai Zhong
AAML
233
207
0
24 Dec 2019
Metamorphic Testing for Object Detection Systems
Shuai Wang
Z. Su
157
24
0
19 Dec 2019
A limited-size ensemble of homogeneous CNN/LSTMs for high-performance word classification
M. Ameryan
Lambert Schomaker
122
10
0
06 Dec 2019
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications
Medical Physics (Lancaster) (MPL), 2019
Hyunseok Seo
M. B. Khuzani
V. Vasudevan
Charles Huang
Hongyi Ren
Ruoxiu Xiao
Xiao Jia
Lei Xing
VLM
263
256
0
06 Nov 2019
Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network
Expert systems with applications (ESWA), 2019
Ibrahim Saad Ali
Mamdouh Farouk Mohamed
Y. B. Mahdy
GAN
MedIm
119
132
0
25 Oct 2019
Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
Y. Xing
Z. Ge
Rui Zeng
Dwarikanath Mahapatra
J. Seah
M. Law
Tom Drummond
GAN
LM&MA
MedIm
177
30
0
11 Oct 2019
Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
Zinan Lin
Alankar Jain
Chen Wang
Giulia Fanti
Vyas Sekar
252
28
0
30 Sep 2019
The Good, the Bad and the Ugly: Evaluating Convolutional Neural Networks for Prohibited Item Detection Using Real and Synthetically Composited X-ray Imagery
Neelanjan Bhowmik
Qian Wang
Yona Falinie A. Gaus
Marcin Szarek
T. Breckon
139
39
0
25 Sep 2019
Tackling Long-Tailed Relations and Uncommon Entities in Knowledge Graph Completion
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Zihao Wang
K. Lai
Piji Li
Lidong Bing
W. Lam
141
38
0
25 Sep 2019
Self-Paced Video Data Augmentation with Dynamic Images Generated by Generative Adversarial Networks
Yumeng Zhang
Gaoguo Jia
Li Chen
Mingrui Zhang
Junhai Yong
140
6
0
16 Sep 2019
Reinforcing Medical Image Classifier to Improve Generalization on Small Datasets
Walid Abdullah Al
I. Yun
128
4
0
02 Sep 2019
Fairness in Deep Learning: A Computational Perspective
IEEE Intelligent Systems (IEEE Intell. Syst.), 2019
Mengnan Du
Fan Yang
Na Zou
Helen Zhou
FaML
FedML
215
256
0
23 Aug 2019
Synthetic Image Augmentation for Improved Classification using Generative Adversarial Networks
Keval Doshi
82
3
0
31 Jul 2019
A Two Stage GAN for High Resolution Retinal Image Generation and Segmentation
P. Andreini
S. Bonechi
Monica Bianchini
A. Mecocci
F. Scarselli
A. Sodi
GAN
MedIm
159
76
0
29 Jul 2019
Improving Malaria Parasite Detection from Red Blood Cell using Deep Convolutional Neural Networks
Aimon Rahman
H. Zunair
Mohammad Sohel Rahman
Jesia Quader Yuki
S. Biswas
Md. Ashraful Alam
N. Alam
M. Mahdy
230
63
0
23 Jul 2019
Unsupervised Domain Alignment to Mitigate Low Level Dataset Biases
K. Sivamani
108
1
0
08 Jul 2019
Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis
Kumar Abhishek
Ghassan Hamarneh
GAN
MedIm
177
41
0
13 Jun 2019
Implicit Label Augmentation on Partially Annotated Clips via Temporally-Adaptive Features Learning
Y. Lu
Ziyao Tang
T. Javidi
196
0
0
24 May 2019
Augmenting correlation structures in spatial data using deep generative models
Konstantin Klemmer
Adriano Soares Koshiyama
Sebastian Flennerhag
258
24
0
23 May 2019
Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules
International Conference on Machine Learning (ICML), 2019
Daniel Ho
Eric Liang
Ion Stoica
Pieter Abbeel
Xi Chen
218
429
0
14 May 2019
Informative sample generation using class aware generative adversarial networks for classification of chest Xrays
Behzad Bozorgtabar
Dwarikanath Mahapatra
Hendrik von Teng
Alexander Pollinger
L. Ebner
Jean-Phillipe Thiran
M. Reyes
MedIm
GAN
169
34
0
24 Apr 2019
Data Augmentation Using GANs
Fabio Tanaka
Claus Aranha
158
222
0
19 Apr 2019
Lung CT Imaging Sign Classification through Deep Learning on Small Data
Guocai He
88
7
0
01 Mar 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions
F. Altaf
Syed Mohammed Shamsul Islam
Naveed Akhtar
N. Janjua
OOD
182
228
0
15 Feb 2019
Active Image Synthesis for Efficient Labeling
Jialei Chen
Yujia Xie
Kan Wang
Chuck Zhang
M. Vannan
Ben Wang
Z. Qian
MedIm
184
11
0
05 Feb 2019
Heartbeat Anomaly Detection using Adversarial Oversampling
Jefferson L. P. Lima
David Macêdo
Cleber Zanchettin
94
21
0
28 Jan 2019
Toward Joint Image Generation and Compression using Generative Adversarial Networks
Byeongkeun Kang
Subarna Tripathi
Truong Thao Nguyen
GAN
157
6
0
23 Jan 2019
Red blood cell image generation for data augmentation using Conditional Generative Adversarial Networks
Oleksandr Bailo
D. Ham
Y. Shin
GAN
MedIm
208
65
0
18 Jan 2019
Data Augmentation with Manifold Exploring Geometric Transformations for Increased Performance and Robustness
Magdalini Paschali
Walter Simson
Abhijit Guha Roy
Muhammad Ferjad Naeem
Rudiger Gobl
Christian Wachinger
Nassir Navab
AAML
134
21
0
14 Jan 2019
An Unpaired Shape Transforming Method for Image Translation and Cross-Domain Retrieval
Kaili Wang
Liqian Ma
José Oramas
Luc Van Gool
Tinne Tuytelaars
167
0
0
05 Dec 2018
Towards generative adversarial networks as a new paradigm for radiology education
S. G. Finlayson
Hyunkwang Lee
I. Kohane
Luke Oakden-Rayner
GAN
MedIm
159
24
0
04 Dec 2018
Label-Noise Robust Generative Adversarial Networks
Takuhiro Kaneko
Yoshitaka Ushiku
Tatsuya Harada
NoLa
253
69
0
27 Nov 2018
GANsfer Learning: Combining labelled and unlabelled data for GAN based data augmentation
Christopher Bowles
R. Gunn
A. Hammers
Daniel Rueckert
GAN
MedIm
106
21
0
26 Nov 2018
An overview of deep learning in medical imaging focusing on MRI
Zeitschrift für Medizinische Physik (Z Med Phys), 2018
A. Lundervold
A. Lundervold
OOD
355
1,815
0
25 Nov 2018
Predicting Opioid Relapse Using Social Media Data
Zhou Yang
L. Nguyen
Fang Jin
AI4CE
GAN
59
7
0
14 Nov 2018
Imagining an Engineer: On GAN-Based Data Augmentation Perpetuating Biases
Niharika Jain
L. Manikonda
Alberto Olmo Hernandez
Sailik Sengupta
Michael J. Butler
109
13
0
09 Nov 2018
GAN Augmentation: Augmenting Training Data using Generative Adversarial Networks
Christopher Bowles
Liang Chen
Ricardo Guerrero
P. Bentley
R. Gunn
A. Hammers
D. A. Dickie
M. V. Valdés Hernández
Joanna M. Wardlaw
Daniel Rueckert
GAN
MedIm
236
469
0
25 Oct 2018
MDGAN: Boosting Anomaly Detection Using \\Multi-Discriminator Generative Adversarial Networks
Yotam Intrator
Gilad Katz
A. Shabtai
149
23
0
11 Oct 2018
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