Convolutional Neural Networks Applied for Skin Lesion Segmentation

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 ◽

Fully Convolutional Neural Networks

Lesion Segmentation ◽

Pigmented skin lesion segmentation based on random forest and full convolutional neural networks

Optics in Health Care and Biomedical Optics VIII ◽

10.1117/12.2503941 ◽

2018 ◽

Cited By ~ 1

Author(s):

Tie-Jun Yang ◽

Shan Peng ◽

Ping Hu ◽

Lin Huang

Keyword(s):

Neural Networks ◽

Random Forest ◽

Skin Lesion ◽

Transform domain representation-driven convolutional neural networks for skin lesion segmentation

Expert Systems with Applications ◽

10.1016/j.eswa.2019.113129 ◽

2020 ◽

Vol 144 ◽

pp. 113129 ◽

Cited By ~ 4

Author(s):

Mansoureh Pezhman Pour ◽

Huseyin Seker

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Transform Domain ◽

Inferring Skin Lesion Segmentation With Fully Connected CRFs Based on Multiple Deep Convolutional Neural Networks

IEEE Access ◽

10.1109/access.2020.3014787 ◽

2020 ◽

Vol 8 ◽

pp. 144246-144258

Author(s):

Yuming Qiu ◽

Jingyong Cai ◽

Xiaolin Qin ◽

Ju Zhang

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Lesion Segmentation ◽

Deep Convolutional Neural Networks ◽

Fully Connected

Leveraging Adaptive Color Augmentation in Convolutional Neural Networks for Deep Skin Lesion Segmentation

2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi45749.2020.9098344 ◽

2020 ◽

Cited By ~ 1

Author(s):

Anindo Saha ◽

Prem Prasad ◽

Abdullah Thabit

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Automating Vitiligo Skin Lesion Segmentation Using Convolutional Neural Networks

2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi45749.2020.9098682 ◽

2020 ◽

Author(s):

Makena Low ◽

Victor Huang ◽

Priyanka Raina

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

2020 6th Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS) ◽

Skin lesion segmentation using convolutional neural networks with improved U-Net architecture

10.1109/icspis51611.2020.9349577 ◽

2020 ◽

Author(s):

Rasool Iranpoor ◽

Amir Soltany Mahboob ◽

Shakiba Shahbandegan ◽

Nasrin Baniasadi

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

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 ◽

Computer Aided ◽

Lesion Classification

DePicT Melanoma Deep-CLASS: a deep convolutional neural networks approach to classify skin lesion images

BMC Bioinformatics ◽

10.1186/s12859-020-3351-y ◽

2020 ◽

Vol 21 (S2) ◽

Cited By ~ 2

Author(s):

Sara Nasiri ◽

Julien Helsper ◽

Matthias Jung ◽

Madjid Fathi

Keyword(s):

Neural Networks ◽

Skin Lesion ◽

Deep Convolutional Neural Networks ◽

Class A

Advances in Intelligent Systems and Computing - Advanced Intelligent Systems for Sustainable Development (AI2SD’2019) ◽

Ischemic Stroke Lesion Segmentation Based on Thermal Analysis Model Using U-Net Fully Convolutional Neural Networks on GPUs

10.1007/978-3-030-36677-3_12 ◽

2020 ◽

pp. 99-106

Author(s):

Abdelmajid Bousselham ◽

Omar Bouattane ◽

Mohamed Youssfi ◽

Abdelhadi Raihani

Keyword(s):

Neural Networks ◽

Thermal Analysis ◽

Ischemic Stroke ◽

Lesion Segmentation ◽

Analysis Model ◽

Fully Convolutional Neural Networks ◽

Stroke Lesion