Pre-trained CNN Based Deep Features with Hand-Crafted Features and Patient Data for Skin Lesion Classification

Communications in Computer and Information Science - Intelligent Technologies and Applications ◽

10.1007/978-3-030-71711-7_13 ◽

2021 ◽

pp. 151-162

Author(s):

Sule Yildirim-Yayilgan ◽

Blend Arifaj ◽

Masoomeh Rahimpour ◽

Jon Yngve Hardeberg ◽

Lule Ahmedi

Keyword(s):

Skin Lesion ◽

Patient Data ◽

Lesion Classification

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Skin Lesion Classification Using Convolution Neural Networks

Indian Journal of Public Health Research & Development ◽

10.37506/v10/i12/2019/ijphrd/192205 ◽

2019 ◽

Vol 10 (12) ◽

pp. 118

Author(s):

K. S. Rajasekhar ◽

T. Ranga Babu

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolution Neural Networks ◽

Lesion Classification

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DermaDL: Advanced Convolutional Neural Networks for Computer-Aided Skin-Lesion Classification

SN Computer Science ◽

10.1007/s42979-021-00641-5 ◽

2021 ◽

Vol 2 (4) ◽

Author(s):

Daniel M. Lima ◽

Jose F. Rodrigues-Jr ◽

Bruno Brandoli ◽

Lorraine Goeuriot ◽

Sihem Amer-Yahia

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Computer Aided ◽

Lesion Classification

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Wavelet-based deep learning for skin lesion classification

IET Image Processing ◽

10.1049/iet-ipr.2019.0553 ◽

2020 ◽

Vol 14 (4) ◽

pp. 720-726 ◽

Cited By ~ 3

Author(s):

Sertan Serte ◽

Hasan Demirel

Keyword(s):

Deep Learning ◽

Skin Lesion ◽

Lesion Classification

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Skin lesion classification using features of 3D border lines

10.1109/embc46164.2021.9629966 ◽

2021 ◽

Author(s):

Pedro M. M. Pereira ◽

Lucas A. Thomaz ◽

Luis M. N. Tavora ◽

Pedro A. A. Assuncao ◽

Rui Fonseca-Pinto ◽

...

Keyword(s):

Skin Lesion ◽

Lesion Classification

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Ensemble of Deep Convolutional Neural Network for Skin Lesion Classification in Dermoscopy Images

Advances in Visual Informatics - Lecture Notes in Computer Science ◽

10.1007/978-3-030-34032-2_20 ◽

2019 ◽

pp. 214-226 ◽

Cited By ~ 3

Author(s):

Ather Aldwgeri ◽

Nirase Fathima Abubacker

Keyword(s):

Neural Network ◽

Skin Lesion ◽

Convolutional Neural Network ◽

Deep Convolutional Neural Network ◽

Lesion Classification

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Skin Lesion Classification using Machine Learning Algorithms

International Journal of Intelligent Systems and Applications in Engineering ◽

10.18201/ijisae.2017534420 ◽

2017 ◽

Vol 4 (5) ◽

pp. 285-289 ◽

Cited By ~ 6

Author(s):

Ilker Ali Ozkan ◽

Murat Koklu

Keyword(s):

Machine Learning ◽

Skin Lesion ◽

Learning Algorithms ◽

Machine Learning Algorithms ◽

Lesion Classification

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Macroscopic Pigmented Skin Lesion Segmentation and Its Influence on Lesion Classification and Diagnosis

Color Medical Image Analysis - Lecture Notes in Computational Vision and Biomechanics ◽

10.1007/978-94-007-5389-1_2 ◽

2013 ◽

pp. 15-39 ◽

Cited By ~ 14

Author(s):

Pablo G. Cavalcanti ◽

Jacob Scharcanski

Keyword(s):

Skin Lesion ◽

Lesion Segmentation ◽

Lesion Classification

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Deep CNN and Data Augmentation for Skin Lesion Classification

Intelligent Information and Database Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-319-75420-8_54 ◽

2018 ◽

pp. 573-582 ◽

Cited By ~ 17

Author(s):

Tri-Cong Pham ◽

Chi-Mai Luong ◽

Muriel Visani ◽

Van-Dung Hoang

Keyword(s):

Skin Lesion ◽

Data Augmentation ◽

Deep Cnn ◽

Lesion Classification

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Comparative study on different Deep Learning models for Skin Lesion Classification using transfer learning approach

International Journal of Scientific and Research Publications (IJSRP) ◽

10.29322/ijsrp.11.01.2021.p10923 ◽

2020 ◽

Vol 11 (1) ◽

pp. 219-229

Author(s):

Saswat Panda ◽

Abhishek Sunil Tiwari ◽

Manas Ranjan Prusty

Keyword(s):

Deep Learning ◽

Skin Lesion ◽

Comparative Study ◽

Transfer Learning ◽

Learning Approach ◽

Learning Models ◽

Lesion Classification

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Automatic skin lesion classification based on mid-level feature learning

Computerized Medical Imaging and Graphics ◽

10.1016/j.compmedimag.2020.101765 ◽

2020 ◽

Vol 84 ◽

pp. 101765

Author(s):

Lina Liu ◽

Lichao Mou ◽

Xiao Xiang Zhu ◽

Mrinal Mandal

Keyword(s):

Skin Lesion ◽

Feature Learning ◽

Lesion Classification

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