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

Daniel M. Lima; Jose F. Rodrigues-Jr; Bruno Brandoli; Lorraine Goeuriot; Sihem Amer-Yahia

doi:10.1007/s42979-021-00641-5

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

Download Full-text

Transfer Learning for Skin Lesion Classification using Convolutional Neural Networks

10.1109/inista52262.2021.9548455 ◽

2021 ◽

Author(s):

Fabio Santos ◽

Filipe Silva ◽

Petia Georgieva

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Transfer Learning ◽

Convolutional Neural Networks ◽

Lesion Classification

Download Full-text

Multiscale ensemble of convolutional neural networks for skin lesion classification

IET Image Processing ◽

10.1049/ipr2.12214 ◽

2021 ◽

Author(s):

Yi‐Peng Liu ◽

Ziming Wang ◽

Zhanqing Li ◽

Jing Li ◽

Ting Li ◽

...

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Lesion Classification

Download Full-text

A Review on Convolutional Neural Networks for Skin Lesion Classification

2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC) ◽

10.1109/icsccc51823.2021.9478151 ◽

2021 ◽

Author(s):

Anita Kumari ◽

Nonita Sharma

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Lesion Classification

Download Full-text

Convolutional Neural Networks Using MobileNet for Skin Lesion Classification

2019 16th International Joint Conference on Computer Science and Software Engineering (JCSSE) ◽

10.1109/jcsse.2019.8864155 ◽

2019 ◽

Cited By ~ 7

Author(s):

Wannipa Sae-Lim ◽

Wiphada Wettayaprasit ◽

Pattara Aiyarak

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Lesion Classification

Download Full-text

Visualizing Convolutional Neural Networks to Improve Decision Support for Skin Lesion Classification

Understanding and Interpreting Machine Learning in Medical Image Computing Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-030-02628-8_13 ◽

2018 ◽

pp. 115-123 ◽

Cited By ~ 2

Author(s):

Pieter Van Molle ◽

Miguel De Strooper ◽

Tim Verbelen ◽

Bert Vankeirsbilck ◽

Pieter Simoens ◽

...

Keyword(s):

Neural Networks ◽

Decision Support ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Lesion Classification

Download Full-text

Skin Lesion Classification Using Convolutional Neural Networks Based on Multi-Features Extraction

10.1007/978-3-030-89128-2_45 ◽

2021 ◽

pp. 466-475

Author(s):

Samia Benyahia ◽

Boudjelal Meftah ◽

Olivier Lézoray

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Features Extraction ◽

Lesion Classification

Download Full-text

Skin lesion classification with ensembles of deep convolutional neural networks

Journal of Biomedical Informatics ◽

10.1016/j.jbi.2018.08.006 ◽

2018 ◽

Vol 86 ◽

pp. 25-32 ◽

Cited By ~ 59

Author(s):

Balazs Harangi

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Deep Convolutional Neural Networks ◽

Lesion Classification

Download Full-text

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

Download Full-text

Skin lesion segmentation using object scale-oriented fully convolutional neural networks

Signal Image and Video Processing ◽

10.1007/s11760-018-01410-3 ◽

2019 ◽

Vol 13 (3) ◽

pp. 431-438 ◽

Cited By ~ 9

Author(s):

Lin Huang ◽

Yi-gong Zhao ◽

Tie-jun Yang

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Convolutional Neural Networks ◽

Lesion Segmentation ◽

Fully Convolutional Neural Networks

Download Full-text

Computer aided diagnosis of obesity based on thermal imaging using various convolutional neural networks

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2020.102233 ◽

2021 ◽

Vol 63 ◽

pp. 102233

Author(s):

Snekhalatha U ◽

Palani Thanaraj K. ◽

Sangamithirai K

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Thermal Imaging ◽

Computer Aided Diagnosis ◽

Computer Aided ◽

Aided Diagnosis

Download Full-text