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Lesion Border Detection in Dermoscopy Images

Lesion Border Detection in Dermoscopy Images

30 October 2010
M. E. Celebi
Hitoshi Iyatomi
Gerald Schaefer
W. Stoecker
ArXiv (abs)PDFHTML

Papers citing "Lesion Border Detection in Dermoscopy Images"

32 / 32 papers shown
A Survey on Deep Learning for Skin Lesion Segmentation
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
620
167
0
01 Jun 2022
Deeply Supervised Skin Lesions Diagnosis with Stage and Branch Attention
Deeply Supervised Skin Lesions Diagnosis with Stage and Branch AttentionIEEE journal of biomedical and health informatics (IEEE JBHI), 2022
Weicai Dai
Rui Liu
Tianyi Wu
Min Wang
Jianqin Yin
Jun Liu
3DH
270
28
0
09 May 2022
Beyond Visual Image: Automated Diagnosis of Pigmented Skin Lesions
  Combining Clinical Image Features with Patient Data
Beyond Visual Image: Automated Diagnosis of Pigmented Skin Lesions Combining Clinical Image Features with Patient Data
José G. M. Esgario
R. Krohling
MedIm
123
1
0
25 Jan 2022
Automated skin lesion segmentation using multi-scale feature extraction
  scheme and dual-attention mechanism
Automated skin lesion segmentation using multi-scale feature extraction scheme and dual-attention mechanism
G. Jignesh Chowdary
Ganesh V S N Durga Yathisha
G. Suganya
M. Premalatha
MedIm
362
9
0
16 Nov 2021
Bulk Production Augmentation Towards Explainable Melanoma Diagnosis
Bulk Production Augmentation Towards Explainable Melanoma Diagnosis
Kasumi Obi
Q. H. Cap
N. Umegaki-Arao
Masaru Tanaka
Hitoshi Iyatomi
MedIm
103
0
0
03 Mar 2021
A New Approach for Automatic Segmentation and Evaluation of Pigmentation
  Lesion by using Active Contour Model and Speeded Up Robust Features
A New Approach for Automatic Segmentation and Evaluation of Pigmentation Lesion by using Active Contour Model and Speeded Up Robust Features
S. Mardanisamani
Z. Karimi
A. Jamshidzadeh
M. Yazdi
M. Farshad
A. Farshad
107
0
0
18 Jan 2021
Lesion Net -- Skin Lesion Segmentation Using Coordinate Convolution and
  Deep Residual Units
Lesion Net -- Skin Lesion Segmentation Using Coordinate Convolution and Deep Residual Units
S. Nathan
Priya Kansal
SSegMedIm
255
10
0
28 Dec 2020
Skin disease diagnosis with deep learning: a review
Skin disease diagnosis with deep learning: a review
Hongfeng Li
Yini Pan
Jie Zhao
Li Zhang
375
148
0
11 Nov 2020
The Effects of Skin Lesion Segmentation on the Performance of
  Dermatoscopic Image Classification
The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image Classification
Amirreza Mahbod
P. Tschandl
Georg Langs
R. Ecker
Isabella Ellinger
225
101
0
28 Aug 2020
Towards explainable classifiers using the counterfactual approach --
  global explanations for discovering bias in data
Towards explainable classifiers using the counterfactual approach -- global explanations for discovering bias in data
Agnieszka Mikołajczyk
M. Grochowski
Arkadiusz Kwasigroch
FAttCML
194
4
0
05 May 2020
Semantic Segmentation of Skin Lesions using a Small Data Set
Semantic Segmentation of Skin Lesions using a Small Data Set
B. Sirmaçek
M.P.W. Kivits
SSeg
158
4
0
23 Oct 2019
DSNet: Automatic Dermoscopic Skin Lesion Segmentation
DSNet: Automatic Dermoscopic Skin Lesion Segmentation
Md. Kamrul Hasan
Lavsen Dahal
P. Samarakoon
F. I. Tushar
Robert Martí Marly
SSeg
333
170
0
09 Jul 2019
Accurate Segmentation of Dermoscopic Images based on Local Binary
  Pattern Clustering
Accurate Segmentation of Dermoscopic Images based on Local Binary Pattern Clustering
Pedro M. M. Pereira
R. Fonseca-Pinto
Rui Pedro Paiva
Luís M. N. Tavora
P. Assunção
S. Faria
139
7
0
17 Feb 2019
Automatic skin lesion segmentation on dermoscopic images by the means of
  superpixel merging
Automatic skin lesion segmentation on dermoscopic images by the means of superpixel merging
Diego Alberto Patiño Cortes
Jonathan Avendaño
J. Branch
201
38
0
21 Aug 2018
Deep Learning Methods and Applications for Region of Interest Detection
  in Dermoscopic Images
Deep Learning Methods and Applications for Region of Interest Detection in Dermoscopic Images
Manu Goyal
Moi Hoon Yap
Saeed Hassanpour
219
0
0
27 Jul 2018
Unsupervised and semi-supervised learning with Categorical Generative
  Adversarial Networks assisted by Wasserstein distance for dermoscopy image
  Classification
Unsupervised and semi-supervised learning with Categorical Generative Adversarial Networks assisted by Wasserstein distance for dermoscopy image Classification
Xin Yi
Ekta Walia
P. Babyn
GANMedIm
176
55
0
10 Apr 2018
Dense Pooling layers in Fully Convolutional Network for Skin Lesion
  Segmentation
Dense Pooling layers in Fully Convolutional Network for Skin Lesion Segmentation
E. Nasr-Esfahani
Shima Rafiee
Mohammad Jafari
N. Karimi
J. Wrobel
S. M. Reza Soroushmehr
S. Samavi
Kayvan Najarian
MedImSSeg
212
16
0
29 Dec 2017
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017
  International Symposium on Biomedical Imaging (ISBI), Hosted by the
  International Skin Imaging Collaboration (ISIC)
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC)
Noel Codella
D. Gutman
M. E. Celebi
Brian Helba
Michael Marchetti
...
Aadi Kalloo
Konstantinos Liopyris
N. Mishra
Harald Kittler
Allan Halpern
805
2,574
0
13 Oct 2017
Improving Dermoscopic Image Segmentation with Enhanced
  Convolutional-Deconvolutional Networks
Improving Dermoscopic Image Segmentation with Enhanced Convolutional-Deconvolutional Networks
Yading Yuan
Y. Lo
491
243
0
28 Sep 2017
Skin Lesion Segmentation: U-Nets versus Clustering
Skin Lesion Segmentation: U-Nets versus Clustering
Bill S. Lin
Kevin Michael
Shivam Kalra
H. R. Tizhoosh
SSeg
176
96
0
27 Sep 2017
LesionSeg: Semantic segmentation of skin lesions using Deep
  Convolutional Neural Network
LesionSeg: Semantic segmentation of skin lesions using Deep Convolutional Neural Network
D. Ramachandram
Terrance Devries
MedImSSeg
271
10
0
09 Mar 2017
Segmenting Dermoscopic Images
Segmenting Dermoscopic Images
M. Guarracino
L. Maddalena
130
4
0
09 Mar 2017
Skin Lesion Analysis Towards Melanoma Detection Using Deep Learning
  Network
Skin Lesion Analysis Towards Melanoma Detection Using Deep Learning Network
Yuexiang Li
Linlin Shen
MedIm
242
573
0
02 Mar 2017
Deep Learning Ensembles for Melanoma Recognition in Dermoscopy Images
Deep Learning Ensembles for Melanoma Recognition in Dermoscopy ImagesIBM Journal of Research and Development (IBM J. Res. Dev.), 2016
Noel Codella
Q. Nguyen
Sharath Pankanti
David Gutman
Brian Helba
Allan Halpern
John R. Smith
386
585
0
14 Oct 2016
Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep
  Learning
Extraction of Skin Lesions from Non-Dermoscopic Images Using Deep Learning
Mohammad Jafari
E. Nasr-Esfahani
N. Karimi
S. M. Reza Soroushmehr
S. Samavi
Kayvan Najarian
MedIm
161
80
0
08 Sep 2016
Incorporating prior knowledge in medical image segmentation: a survey
Incorporating prior knowledge in medical image segmentation: a survey
M. Nosrati
Ghassan Hamarneh
241
66
0
05 Jul 2016
Skin Lesion Analysis toward Melanoma Detection: A Challenge at the
  International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the
  International Skin Imaging Collaboration (ISIC)
Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC)
David Gutman
Noel Codella
Emre M. Celebi
Brian Helba
Michael Marchetti
N. Mishra
Allan Halpern
393
831
0
04 May 2016
Towards Automated Melanoma Screening: Proper Computer Vision & Reliable
  Results
Towards Automated Melanoma Screening: Proper Computer Vision & Reliable Results
Michel Fornaciali
Micael Carvalho
F. Bittencourt
Sandra Avila
Eduardo Valle
361
30
0
14 Apr 2016
An Overview of Melanoma Detection in Dermoscopy Images Using Image
  Processing and Machine Learning
An Overview of Melanoma Detection in Dermoscopy Images Using Image Processing and Machine Learning
N. Mishra
M. E. Celebi
207
184
0
28 Jan 2016
Lesion Border Detection in Dermoscopy Images Using Ensembles of
  Thresholding Methods
Lesion Border Detection in Dermoscopy Images Using Ensembles of Thresholding MethodsSkin research and technology (Skin Res Technol), 2013
M. E. Celebi
Q. Wen
Sae Hwang
Hitoshi Iyatomi
Gerald Schaefer
174
218
0
26 Dec 2013
Approximate Lesion Localization in Dermoscopy Images
Approximate Lesion Localization in Dermoscopy Images
M. E. Celebi
Hitoshi Iyatomi
Gerald Schaefer
W. Stoecker
250
26
0
06 Sep 2010
An Improved Objective Evaluation Measure for Border Detection in
  Dermoscopy Images
An Improved Objective Evaluation Measure for Border Detection in Dermoscopy Images
M. E. Celebi
Gerald Schaefer
Hitoshi Iyatomi
W. Stoecker
J. M. Malters
J. Grichnik
281
51
0
06 Sep 2010
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