Skin lesion segmentation based on integrating efficientnet and residual block into u-net neural network

DK Nguyen, TT Tran, CP Nguyen… - 2020 5th International …, 2020 - ieeexplore.ieee.org
Skin lesion segmentation is an important step in computer aided diagnosis for automated
melanoma diagnosis. However, in the field of medical images analysis, skin lesion …

Skin lesion segmentation based on improved u-net

L Liu, L Mou, XX Zhu, M Mandal - 2019 IEEE Canadian …, 2019 - ieeexplore.ieee.org
Melanoma is one of the most common and dangerous skin cancers, accounting for 75% of
deaths associated with skin cancer. Detection of melanoma in early stages can significantly …

Skin lesion segmentation by u-net with adaptive skip connection and structural awareness

TDT Phan, SH Kim, HJ Yang, GS Lee - Applied sciences, 2021 - mdpi.com
Skin lesion segmentation is one of the pivotal stages in the diagnosis of melanoma. Many
methods have been proposed but, to date, this is still a challenging task. Variations in size …

An improved and robust encoder–decoder for skin lesion segmentation

B Hafhouf, A Zitouni, AC Megherbi, S Sbaa - Arabian Journal for Science …, 2022 - Springer
Automatic segmentation of skin lesions is an important step in computer-aided diagnosis
systems for melanoma detection. Although numerous methods have been proposed in the …

[HTML][HTML] An automatic skin lesion segmentation system with hybrid FCN-ResAlexNet

S Barın, GE Güraksın - … Science and Technology, an International Journal, 2022 - Elsevier
Skin cancer is a serious global health concern with high morbidity and mortality rates.
Therefore, computer-aided automatic diagnostic systems are essential to diagnose skin …

DE-Net: A deep edge network with boundary information for automatic skin lesion segmentation

R Gu, L Wang, L Zhang - Neurocomputing, 2022 - Elsevier
Automatic skin lesion segmentation is one of the most important tasks for computer-aided
diagnosis of skin cancer. Although many deep learning-based methods have been …

[PDF][PDF] A convolutional neural network for skin lesion segmentation using double u-net architecture

I Abid, S Almakdi, H Rahman, A Almulihi… - … Automation & Soft …, 2022 - researchgate.net
Skin lesion segmentation plays a critical role in the precise and early detection of skin
cancer via recent frameworks. The prerequisite for any computer-aided skin cancer …

Skin lesion segmentation in dermoscopic images with ensemble deep learning methods

M Goyal, A Oakley, P Bansal, D Dancey, MH Yap - Ieee Access, 2019 - ieeexplore.ieee.org
Early detection of skin cancer, particularly melanoma, is crucial to enable advanced
treatment. Due to the rapid growth in the number of skin cancers, there is a growing need of …

ASCU-Net: attention gate, spatial and channel attention u-net for skin lesion segmentation

X Tong, J Wei, B Sun, S Su, Z Zuo, P Wu - Diagnostics, 2021 - mdpi.com
Segmentation of skin lesions is a challenging task because of the wide range of skin lesion
shapes, sizes, colors, and texture types. In the past few years, deep learning networks such …

Skin lesion segmentation by using deep learning techniques

SN Hasan, M Gezer, RA Azeez… - 2019 medical …, 2019 - ieeexplore.ieee.org
Skin cancer is a common disease among middle-aged and elderly white-skinned people. It
is divided into many types in terms of medical criteria. Malign melanoma is one of the most …