Hybrid fully convolutional networks‐based skin lesion segmentation and melanoma detection using deep feature

Kalyanakumar Jayapriya; Israel Jeena Jacob

doi:10.1002/ima.22377

Hybrid fully convolutional networks‐based skin lesion segmentation and melanoma detection using deep feature

International Journal of Imaging Systems and Technology ◽

10.1002/ima.22377 ◽

2019 ◽

Vol 30 (2) ◽

pp. 348-357 ◽

Cited By ~ 2

Author(s):

Kalyanakumar Jayapriya ◽

Israel Jeena Jacob

Keyword(s):

Skin Lesion ◽

Lesion Segmentation ◽

Convolutional Networks ◽

Melanoma Detection ◽

Fully Convolutional Networks ◽

Deep Feature

Download Full-text

Star Shape Prior in Fully Convolutional Networks for Skin Lesion Segmentation

Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00937-3_84 ◽

2018 ◽

pp. 737-745 ◽

Cited By ~ 15

Author(s):

Zahra Mirikharaji ◽

Ghassan Hamarneh

Keyword(s):

Skin Lesion ◽

Shape Prior ◽

Lesion Segmentation ◽

Convolutional Networks ◽

Fully Convolutional Networks

Download Full-text

Automatic skin lesion segmentation by coupling deep fully convolutional networks and shallow network with textons

Journal of Medical Imaging ◽

10.1117/1.jmi.6.2.024001 ◽

2019 ◽

Vol 6 (02) ◽

pp. 1 ◽

Cited By ~ 9

Author(s):

Lei Zhang ◽

Guang Yang ◽

Xujiong Ye

Keyword(s):

Skin Lesion ◽

Lesion Segmentation ◽

Convolutional Networks ◽

Fully Convolutional Networks

Download Full-text

Skin lesion segmentation using fully convolutional networks: A comparative experimental study

Expert Systems with Applications ◽

10.1016/j.eswa.2020.113742 ◽

2020 ◽

Vol 161 ◽

pp. 113742

Author(s):

Ruya Kaymak ◽

Cagri Kaymak ◽

Aysegul Ucar

Keyword(s):

Experimental Study ◽

Skin Lesion ◽

Lesion Segmentation ◽

Convolutional Networks ◽

Fully Convolutional Networks

Download Full-text

Semi-automatic skin lesion segmentation via fully convolutional networks

2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) ◽

10.1109/isbi.2017.7950583 ◽

2017 ◽

Cited By ~ 9

Author(s):

Lei Bi ◽

Jinman Kim ◽

Euijoon Ahn ◽

Dagan Feng ◽

Michael Fulham

Keyword(s):

Skin Lesion ◽

Lesion Segmentation ◽

Convolutional Networks ◽

Fully Convolutional Networks

Download Full-text

Automatic Skin Lesion Segmentation Using Deep Fully Convolutional Networks With Jaccard Distance

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2017.2695227 ◽

2017 ◽

Vol 36 (9) ◽

pp. 1876-1886 ◽

Cited By ~ 152

Author(s):

Yading Yuan ◽

Ming Chao ◽

Yeh-Chi Lo

Keyword(s):

Skin Lesion ◽

Lesion Segmentation ◽

Jaccard Distance ◽

Convolutional Networks ◽

Fully Convolutional Networks

Download Full-text

Orchestral fully convolutional networks for small lesion segmentation in brain MRI

2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018) ◽

10.1109/isbi.2018.8363714 ◽

2018 ◽

Cited By ~ 3

Author(s):

Botian Xu ◽

Yaqiong Chai ◽

Cristina M. Galarza ◽

Chau Q. Vu ◽

Benita Tamrazi ◽

...

Keyword(s):

Brain Mri ◽

Small Lesion ◽

Lesion Segmentation ◽

Convolutional Networks ◽

Fully Convolutional Networks

Download Full-text

Skin lesion segmentation in dermoscopy images via deep full resolution convolutional networks

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2018.05.027 ◽

2018 ◽

Vol 162 ◽

pp. 221-231 ◽

Cited By ~ 74

Author(s):

Mohammed A. Al-masni ◽

Mugahed A. Al-antari ◽

Mun-Taek Choi ◽

Seung-Moo Han ◽

Tae-Seong Kim

Keyword(s):

Skin Lesion ◽

Lesion Segmentation ◽

Convolutional Networks ◽

Full Resolution

Download Full-text

A Deep Learning Model Integrating FrCN and Residual Convolutional Networks for Skin Lesion Segmentation and Classification

2019 IEEE Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability (ECBIOS) ◽

10.1109/ecbios.2019.8807441 ◽

2019 ◽

Cited By ~ 1

Author(s):

Mohammed A. Al-masni ◽

Mugahed A. Al-antari ◽

Hye Min Park ◽

Na Hyeon Park ◽

Tae-Seong Kim

Keyword(s):

Deep Learning ◽

Skin Lesion ◽

Learning Model ◽

Lesion Segmentation ◽

Convolutional Networks ◽

Deep Learning Model

Download Full-text

Matthews Correlation Coefficient Loss For Deep Convolutional Networks: Application To Skin Lesion Segmentation

2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI) ◽

10.1109/isbi48211.2021.9433782 ◽

2021 ◽

Author(s):

Kumar Abhishek ◽

Ghassan Hamarneh

Keyword(s):

Skin Lesion ◽

Correlation Coefficient ◽

Matthews Correlation Coefficient ◽

Lesion Segmentation ◽

Convolutional Networks

Download Full-text

Skin Lesion Segmentation Using Deep Convolutional Networks

10.1007/978-3-030-76167-7_7 ◽

2021 ◽

pp. 111-122

Author(s):

Parul Arora ◽

Nikhil Sharma ◽

Prakhar Bhatt ◽

Abhishek Saxena

Keyword(s):

Skin Lesion ◽

Lesion Segmentation ◽

Convolutional Networks

Download Full-text