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1809.01442
Cited By
Data Augmentation for Skin Lesion Analysis
5 September 2018
Fábio Perez
C. N. Vasconcelos
Sandra Avila
Eduardo Valle
MedIm
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Papers citing
"Data Augmentation for Skin Lesion Analysis"
41 / 41 papers shown
S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging
AAAI Conference on Artificial Intelligence (AAAI), 2024
Yimu Pan
Sitao Zhang
Alison D. Gernand
Jeffery A. Goldstein
J. Z. Wang
359
2
0
17 Dec 2024
When Medical Imaging Met Self-Attention: A Love Story That Didn't Quite Work Out
Tristan Piater
Niklas Penzel
Gideon Stein
Joachim Denzler
352
2
0
18 Apr 2024
Local Gamma Augmentation for Ischemic Stroke Lesion Segmentation on MRI
Jon Middleton
Marko Bauer
Kaining Sheng
Jacob Johansen
Mathias Perslev
Silvia Ingala
Mads Nielsen
A. Pai
210
3
0
12 Jan 2024
Collinear datasets augmentation using Procrustes validation sets
Analytica Chimica Acta (Anal Chim Acta), 2023
Sergey Kucheryavskiy
Sergei Zhilin
153
0
0
08 Dec 2023
PlantPlotGAN: A Physics-Informed Generative Adversarial Network for Plant Disease Prediction
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Felipe A. Lopes
V. Sagan
Flavio Esposito
181
6
0
27 Oct 2023
Test-time Augmentation for Factual Probing
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Go Kamoda
Benjamin Heinzerling
Keisuke Sakaguchi
Kentaro Inui
168
2
0
26 Oct 2023
Test-Time Selection for Robust Skin Lesion Analysis
Alceu Bissoto
Catarina Barata
Eduardo Valle
Sandra Avila
140
2
0
10 Aug 2023
Using Multiple Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning: A Prognostic Diagnostic Accuracy Study
Journal of American Academy of Dermatology (JAAD), 2023
A. Hekler
Roman C. Maron
Sarah Haggenmuller
Max Schmitt
Christoph Wies
...
Matthias Goebeler
Bastian Schilling
Jakob N. Kather
E. Krieghoff-Henning
T. Brinker
186
6
0
05 Jun 2023
Augmenting Medical Imaging: A Comprehensive Catalogue of 65 Techniques for Enhanced Data Analysis
M. Cossio
285
26
0
02 Mar 2023
Predicting Visit Cost of Obstructive Sleep Apnea using Electronic Healthcare Records with Transformer
IEEE Journal of Translational Engineering in Health and Medicine (IEEE JTEHM), 2023
Zhaoyang Chen
Lina Siltala-Li
Mikko Lassila
Pekka Malo
Eeva Vilkkumaa
T. Saaresranta
A. Virkki
276
5
0
28 Jan 2023
U-Net-based Models for Skin Lesion Segmentation: More Attention and Augmentation
P. M. Kazaj
MohammadHossein Koosheshi
Alireza Shahedi
A. V. Sadr
SSeg
222
11
0
28 Oct 2022
Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Chenyu You
Weicheng Dai
Fenglin Liu
Yifei Min
Haoran Su
Xiaoran Zhang
Xiaoxiao Li
David Clifton
Lawrence H. Staib
James S. Duncan
843
94
0
27 Sep 2022
Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation
Information Processing in Medical Imaging (IPMI), 2022
Chenyu You
Weichen Dai
Yifei Min
Lawrence H. Staib
James S. Duncan
445
99
0
06 Jun 2022
A Survey on Deep Learning for Skin Lesion Segmentation
Z. Mirikharaji
Kumar Abhishek
Alceu Bissoto
Catarina Barata
Sandra Avila
Eduardo Valle
M. Celebi
Ghassan Hamarneh
624
170
0
01 Jun 2022
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation
K. Chaitanya
Ertunc Erdil
Neerav Karani
E. Konukoglu
SSL
279
189
0
17 Dec 2021
Joint Dermatological Lesion Classification and Confidence Modeling with Uncertainty Estimation
Asian Conference on Pattern Recognition (ACPR), 2021
Gun-Hee Lee
Hanbum Ko
Seong-Whan Lee
189
1
0
19 Jul 2021
Exploring convolutional neural networks with transfer learning for diagnosing Lyme disease from skin lesion images
Sk Imran Hossain
Jocelyn de Goër de Herve
Md Shahriar Hassan
D. Martineau
Evelina Petrosyan
...
A. Raffetin
P. Tattevin
G. Vourc'h
O. Lesens
E. M. Nguifo
133
37
0
28 Jun 2021
Object-Based Augmentation Improves Quality of Remote Sensing Semantic Segmentation
S. Illarionova
S. Nesteruk
Dmitrii G. Shadrin
V. Ignatiev
M. Pukalchik
Ivan Oseledets
240
6
0
12 May 2021
Soft-Attention Improves Skin Cancer Classification Performance
medRxiv (medRxiv), 2021
S. Datta
Mohammad Abuzar Shaikh
H. Srihari
Mingchen Gao
315
142
0
05 May 2021
Ensembling with Deep Generative Views
Computer Vision and Pattern Recognition (CVPR), 2021
Lucy Chai
Jun-Yan Zhu
Eli Shechtman
Phillip Isola
Richard Y. Zhang
GAN
259
74
0
29 Apr 2021
A Smartphone based Application for Skin Cancer Classification Using Deep Learning with Clinical Images and Lesion Information
Breno Krohling
Pedro B. C. Castro
André G. C. Pacheco
R. Krohling
MedIm
235
26
0
28 Apr 2021
GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review
Alceu Bissoto
Eduardo Valle
Sandra Avila
MedIm
273
88
0
20 Apr 2021
Towards Learning an Unbiased Classifier from Biased Data via Conditional Adversarial Debiasing
Christian Reimers
P. Bodesheim
Jakob Runge
Joachim Denzler
FaML
CML
180
7
0
10 Mar 2021
Attention-based Fully Gated CNN-BGRU for Russian Handwritten Text
Journal of Imaging (JI), 2020
Abdelrahman Abdallah
Mohamed Hamada
D. Nurseitov
299
53
0
12 Aug 2020
Semi-supervised Task-driven Data Augmentation for Medical Image Segmentation
K. Chaitanya
Neerav Karani
Christian F. Baumgartner
Ertunc Erdil
Anton S. Becker
O. Donati
E. Konukoglu
MedIm
367
112
0
09 Jul 2020
Contrastive learning of global and local features for medical image segmentation with limited annotations
K. Chaitanya
Ertunc Erdil
Neerav Karani
E. Konukoglu
SSL
400
667
0
18 Jun 2020
Risk of Training Diagnostic Algorithms on Data with Demographic Bias
Samaneh Abbasi-Sureshjani
Ralf Raumanns
B. Michels
Gerard Schouten
Veronika Cheplygina
FaML
235
44
0
20 May 2020
Less is More: Sample Selection and Label Conditioning Improve Skin Lesion Segmentation
Vinícius Ribeiro
Sandra Avila
Eduardo Valle
237
14
0
28 Apr 2020
Melanoma Detection using Adversarial Training and Deep Transfer Learning
Physics in Medicine and Biology (PMB), 2020
H. Zunair
Benourida Hamza
GAN
MedIm
317
105
0
14 Apr 2020
Recent advances in deep learning applied to skin cancer detection
André G. C. Pacheco
R. Krohling
MedIm
223
47
0
06 Dec 2019
Artificial Intelligence-Based Image Classification for Diagnosis of Skin Cancer: Challenges and Opportunities
Manu Goyal
T. Knackstedt
Shaofeng Yan
Saeed Hassanpour
414
108
0
26 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
162
137
0
25 Oct 2019
Class-dependent Compression of Deep Neural Networks
R. Entezari
O. Saukh
327
8
0
23 Sep 2019
The impact of patient clinical information on automated skin cancer detection
André G. C. Pacheco
R. Krohling
266
193
0
16 Sep 2019
Handling Inter-Annotator Agreement for Automated Skin Lesion Segmentation
Vinícius Ribeiro
Sandra Avila
Eduardo Valle
199
26
0
06 Jun 2019
Solo or Ensemble? Choosing a CNN Architecture for Melanoma Classification
Fábio Perez
Sandra Avila
Eduardo Valle
234
61
0
29 Apr 2019
(De)Constructing Bias on Skin Lesion Datasets
Alceu Bissoto
Michel Fornaciali
Eduardo Valle
Sandra Avila
245
88
0
18 Apr 2019
Semi-Supervised and Task-Driven Data Augmentation
Information Processing in Medical Imaging (IPMI), 2019
K. Chaitanya
Neerav Karani
Christian F. Baumgartner
O. Donati
Anton S. Becker
E. Konukoglu
MedIm
409
153
0
11 Feb 2019
Skin Lesion Synthesis with Generative Adversarial Networks
Alceu Bissoto
Fábio Perez
Eduardo Valle
Sandra Avila
GAN
MedIm
318
112
0
08 Feb 2019
Deep-Learning Ensembles for Skin-Lesion Segmentation, Analysis, Classification: RECOD Titans at ISIC Challenge 2018
Alceu Bissoto
Fábio Perez
Vinícius Ribeiro
Michel Fornaciali
Sandra Avila
Eduardo Valle
186
47
0
25 Aug 2018
Data, Depth, and Design: Learning Reliable Models for Skin Lesion Analysis
Eduardo Valle
Michel Fornaciali
Afonso Menegola
Julia Tavares
F. Bittencourt
Lin Tzy Li
Sandra Avila
486
25
0
01 Nov 2017
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