[HTML][HTML] A survey, review, and future trends of skin lesion segmentation and classification

MK Hasan, MA Ahamad, CH Yap, G Yang - Computers in Biology and …, 2023 - Elsevier
Abstract The Computer-aided Diagnosis or Detection (CAD) approach for skin lesion
analysis is an emerging field of research that has the potential to alleviate the burden and …

Skin disease diagnosis with deep learning: A review

H Li, Y Pan, J Zhao, L Zhang - Neurocomputing, 2021 - Elsevier
Skin cancer is one of the most threatening diseases worldwide. However, diagnosing skin
cancer correctly is challenging. Recently, deep learning algorithms have emerged to …

LCP-Net: A local context-perception deep neural network for medical image segmentation

D Peng, S Xiong, W Peng, J Lu - Expert Systems with Applications, 2021 - Elsevier
Automatic image segmentation is an indispensable step in medical image analysis, and it
plays an important role in computer-assisted radiotherapy, disease diagnosis and treatment …

LW-XNet for segmentation and classification of skin lesions from dermoscopy images

X Zheng, Y Huang, W Liu, C Cai - Expert Systems with Applications, 2024 - Elsevier
The skin, one of the most crucial organs of the human body, serves as a barrier between the
body and the external environment. Early detection of skin diseases is imperative to reduce …

SG-MIAN: Self-guided multiple information aggregation network for image-level weakly supervised skin lesion segmentation

Z Li, N Zhang, H Gong, R Qiu, W Zhang - Computers in Biology and …, 2024 - Elsevier
Nowadays, skin disease is becoming one of the most malignant diseases that threaten
people's health. Computer aided diagnosis based on deep learning has become a widely …

Skin lesion classification using machine learning approach: A survey

A Afroz, R Zia, AO Garcia, MU Khan… - … on wireless and …, 2022 - ieeexplore.ieee.org
Study of skin disease images through human effort, for detection of skin cancer, has always
been a very difficult task. Distinguishing and manually analyzing skin lesions for detection of …

Image analysis and diagnosis of skin diseases-a review

X Li, X Zhao, H Ma, B Xie - Current Medical Imaging, 2023 - ingentaconnect.com
Background: Skin disease image analysis has drawn extensive attention from researchers,
which can help doctors efficiently diagnose skin disease from medical images. Existing …

Multi-Class Skin Cancer Detection Using Fusion of Textural Features Based CAD Tool.

KK Brar, B Goyal, A Dogra, SR Reddy… - Computers …, 2024 - search.ebscohost.com
Skin cancer has been recognized as one of the most lethal and complex types of cancer for
over a decade. The diagnosis of skin cancer is of paramount importance, yet the process is …

MSREA-Net: An Efficient Skin Disease Segmentation Method Based on Multi-Level Resolution Receptive Field

G Yang, Z Nie, J Wang, H Yang, S Yu - Applied Sciences, 2023 - mdpi.com
Aiming at the low contrast of skin lesion image and inaccurate segmentation of lesion
boundary, a skin lesion segmentation method based on multi-level split receptive field and …

Skin lesion analysis: A state-of-the-art survey, systematic review, and future trends

MK Hasan, MA Ahamad, CH Yap, G Yang - CoRR, 2022 - openreview.net
The Computer-aided Diagnosis or Detection (CAD) approach for skin lesion analysis is an
emerging field of research that has the potential to alleviate the burden and cost of skin …