Cargando…

Deep Hybrid Convolutional Neural Network for Segmentation of Melanoma Skin Lesion

Melanoma is a type of skin cancer that often leads to poor prognostic responses and survival rates. Melanoma usually develops in the limbs, including in fingers, palms, and the margins of the nails. When melanoma is detected early, surgical treatment may achieve a higher cure rate. The early diagnos...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yang, Cheng-Hong, Ren, Jai-Hong, Huang, Hsiu-Chen, Chuang, Li-Yeh, Chang, Po-Yin
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8592765/ https://www.ncbi.nlm.nih.gov/pubmed/34790232 http://dx.doi.org/10.1155/2021/9409508

Ejemplares similares

Automatic lesion segmentation using atrous convolutional deep neural networks in dermoscopic skin cancer images
por: Kaur, Ranpreet, et al.
Publicado: (2022)

DePicT Melanoma Deep-CLASS: a deep convolutional neural networks approach to classify skin lesion images
por: Nasiri, Sara, et al.
Publicado: (2020)

Skin Lesion Segmentation from Dermoscopic Images Using Convolutional Neural Network
por: Zafar, Kashan, et al.
Publicado: (2020)

PCF-Net: Position and context information fusion attention convolutional neural network for skin lesion segmentation
por: Jiang, Yun, et al.
Publicado: (2023)

Proposing a hybrid technique of feature fusion and convolutional neural network for melanoma skin cancer detection
por: Rahman, Md. Mahbubur, et al.
Publicado: (2023)

Deep Active Learning for Automatic Segmentation of Maxillary Sinus Lesions Using a Convolutional Neural Network
por: Jung, Seok-Ki, et al.
Publicado: (2021)

Automatic identification of benign pigmented skin lesions from clinical images using deep convolutional neural network
por: Ding, Hui, et al.
Publicado: (2022)

Automated Training of Deep Convolutional Neural Networks for Cell Segmentation
por: Sadanandan, Sajith Kecheril, et al.
Publicado: (2017)

Fully automatic wound segmentation with deep convolutional neural networks
por: Wang, Chuanbo, et al.
Publicado: (2020)

Attention-Guided Network with Densely Connected Convolution for Skin Lesion Segmentation
por: Tao, Shengxin, et al.
Publicado: (2021)

Utilizing convolutional neural networks to classify monkeypox skin lesions
por: Eliwa, Entesar Hamed I., et al.
Publicado: (2023)

Chromatin accessibility prediction via a hybrid deep convolutional neural network
por: Liu, Qiao, et al.
Publicado: (2018)

Multiscale Hybrid Convolutional Deep Neural Networks with Channel Attention
por: Yang, Hua, et al.
Publicado: (2022)

Effective Melanoma Recognition Using Deep Convolutional Neural Network with Covariance Discriminant Loss
por: Guo, Lei, et al.
Publicado: (2020)

Eye Tracking for Deep Learning Segmentation Using Convolutional Neural Networks
por: Stember, J. N., et al.
Publicado: (2019)

Using Deep Convolutional Neural Networks for Neonatal Brain Image Segmentation
por: Ding, Yang, et al.
Publicado: (2020)

A Novel Hybrid Deep Learning Approach for Skin Lesion Segmentation and Classification
por: Thapar, Puneet, et al.
Publicado: (2022)

Progressive multifocal leukoencephalopathy lesion and brain parenchymal segmentation from MRI using serial deep convolutional neural networks
por: Al-Louzi, Omar, et al.
Publicado: (2020)

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities
por: Ghafoorian, Mohsen, et al.
Publicado: (2017)

Polyp Segmentation with Fully Convolutional Deep Neural Networks—Extended Evaluation Study †
por: Guo, Yunbo, et al.
Publicado: (2020)

Automatic Detection and Segmentation of Colorectal Cancer with Deep Residual Convolutional Neural Network
por: Akilandeswari, A., et al.
Publicado: (2022)

Deep Learning-Based Segmentation of Peach Diseases Using Convolutional Neural Network
por: Yao, Na, et al.
Publicado: (2022)

A Lightweight Semantic Segmentation Algorithm Based on Deep Convolutional Neural Networks
por: Yang, Chengzhi, et al.
Publicado: (2022)

Retracted: A Novel Hybrid Deep Learning Approach for Skin Lesion Segmentation and Classification
por: Healthcare Engineering, Journal of
Publicado: (2023)

White matter hyperintensity and stroke lesion segmentation and differentiation using convolutional neural networks
por: Guerrero, R., et al.
Publicado: (2017)

Fully automatic acute ischemic lesion segmentation in DWI using convolutional neural networks
por: Chen, Liang, et al.
Publicado: (2017)

Automated Detection of Nonmelanoma Skin Cancer Based on Deep Convolutional Neural Network
por: Arif, Muhammad, et al.
Publicado: (2022)

Semantic Segmentation of Extraocular Muscles on Computed Tomography Images Using Convolutional Neural Networks
por: Shanker, Ramkumar Rajabathar Babu Jai, et al.
Publicado: (2022)

Optimization of the Convolutional Neural Networks for Automatic Detection of Skin Cancer
por: Zhang, Long, et al.
Publicado: (2020)

Convolutional neural networks for brain tumour segmentation
por: Bhandari, Abhishta, et al.
Publicado: (2020)

Segmentation and classification of colon glands with deep convolutional neural networks and total variation regularization
por: Kainz, Philipp, et al.
Publicado: (2017)

Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks
por: Deniz, Cem M., et al.
Publicado: (2018)

An automatic nuclei segmentation method based on deep convolutional neural networks for histopathology images
por: Jung, Hwejin, et al.
Publicado: (2019)

DMCNN: A Deep Multiscale Convolutional Neural Network Model for Medical Image Segmentation
por: Teng, Lin, et al.
Publicado: (2019)

Deep convolutional neural networks for automated segmentation of brain metastases trained on clinical data
por: Bousabarah, Khaled, et al.
Publicado: (2020)

MIScnn: a framework for medical image segmentation with convolutional neural networks and deep learning
por: Müller, Dominik, et al.
Publicado: (2021)

Microscopic nuclei classification, segmentation, and detection with improved deep convolutional neural networks (DCNN)
por: Alom, Zahangir, et al.
Publicado: (2022)

Multi-Scale Deep Neural Network Based on Dilated Convolution for Spacecraft Image Segmentation
por: Liu, Yuan, et al.
Publicado: (2022)

Retracted: A Lightweight Semantic Segmentation Algorithm Based on Deep Convolutional Neural Networks
por: Intelligence and Neuroscience, Computational
Publicado: (2023)

An Intelligent Diagnosis Method of Brain MRI Tumor Segmentation Using Deep Convolutional Neural Network and SVM Algorithm
por: Wu, Wentao, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_irkpfbuk5c3rj5olb4e000s9no