Cargando…

A multi-task convolutional neural network for classification and segmentation of chronic venous disorders

Chronic Venous Disorders (CVD) of the lower limbs are one of the most prevalent medical conditions, affecting 35% of adults in Europe and North America. Due to the exponential growth of the aging population and the worsening of CVD with age, it is expected that the healthcare costs and the resources...

Descripción completa

Detalles Bibliográficos
Autores principales:	Oliveira, Bruno, Torres, Helena R., Morais, Pedro, Veloso, Fernando, Baptista, António L., Fonseca, Jaime C., Vilaça, João L.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9840616/ https://www.ncbi.nlm.nih.gov/pubmed/36641527 http://dx.doi.org/10.1038/s41598-022-27089-8

Ejemplares similares

Characterization of the Workspace and Limits of Operation of Laser Treatments for Vascular Lesions of the Lower Limbs
por: Oliveira, Bruno, et al.
Publicado: (2022)

A Multi-Task Convolutional Neural Network for Lesion Region Segmentation and Classification of Non-Small Cell Lung Carcinoma
por: Wang, Zhao, et al.
Publicado: (2022)

Remote Monitoring System of Dynamic Compression Bracing to Correct Pectus Carinatum
por: Real, António, et al.
Publicado: (2023)

Application of convolutional neural networks for classification of adult mosquitoes in the field
por: Motta, Daniel, et al.
Publicado: (2019)

Region-Based Segmentation and Classification for Ovarian Cancer Detection Using Convolution Neural Network
por: Hema, L. K., et al.
Publicado: (2022)

A Multi-Task Convolutional Neural Network for Semantic Segmentation and Event Detection in Laparoscopic Surgery
por: Marullo, Giorgia, et al.
Publicado: (2023)

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

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

Convolutional Neural Network Performance for Sella Turcica Segmentation and Classification Using CBCT Images
por: Duman, Şuayip Burak, et al.
Publicado: (2022)

Multi-Channel Convolutional Neural Networks Architecture Feeding for Effective EEG Mental Tasks Classification
por: Opałka, Sławomir, et al.
Publicado: (2018)

Automated segmentation of liver segment on portal venous phase MR images using a 3D convolutional neural network
por: Han, Xinjun, et al.
Publicado: (2022)

Segmentation and Multi-Scale Convolutional Neural Network-Based Classification of Airborne Laser Scanner Data
por: Yang, Zhishuang, et al.
Publicado: (2018)

Classification and Segmentation of Longitudinal Road Marking Using Convolutional Neural Networks for Dynamic Retroreflection Estimation
por: Chun, Chanjun, et al.
Publicado: (2020)

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

Performance Analysis of Segmentation and Classification of CT-Scanned Ovarian Tumours Using U-Net and Deep Convolutional Neural Networks
por: Kodipalli, Ashwini, et al.
Publicado: (2023)

Smart scan of medical device displays to integrate with a mHealth application
por: Lobo, Pedro, et al.
Publicado: (2023)

Convolutional neural networks improve fungal classification
por: Vu, Duong, et al.
Publicado: (2020)

Multi-view classification with convolutional neural networks
por: Seeland, Marco, et al.
Publicado: (2021)

Classification of crystallization outcomes using deep convolutional neural networks
por: Bruno, Andrew E., et al.
Publicado: (2018)

A Multichannel 2D Convolutional Neural Network Model for Task-Evoked fMRI Data Classification
por: Hu, Jinlong, et al.
Publicado: (2019)

Convolutional Neural Networks for the Segmentation of Microcalcification in Mammography Imaging
por: Valvano, Gabriele, et al.
Publicado: (2019)

Depth in convolutional neural networks solves scene segmentation
por: Seijdel, Noor, et al.
Publicado: (2020)

Convolutional neural network for automated mass segmentation in mammography
por: Abdelhafiz, Dina, et al.
Publicado: (2020)

Analysis of Convolutional Neural Network Segmentation Algorithm of Adenomyoma
por: Jin, Yi, et al.
Publicado: (2022)

Region Convolutional Neural Network for Brain Tumor Segmentation
por: Pitchai, R., et al.
Publicado: (2022)

Ensembles of Convolutional Neural Networks and Transformers for Polyp Segmentation
por: Nanni, Loris, et al.
Publicado: (2023)

A Deep Learning Approach for Brain Tumor Classification and Segmentation Using a Multiscale Convolutional Neural Network
por: Díaz-Pernas, Francisco Javier, et al.
Publicado: (2021)

Automated Detection, Segmentation, and Classification of Pericardial Effusions on Chest CT Using a Deep Convolutional Neural Network
por: Wilder-Smith, Adrian Jonathan, et al.
Publicado: (2022)

Convolutional neural network-based classification of cervical intraepithelial neoplasias using colposcopic image segmentation for acetowhite epithelium
por: Kim, Jisoo, et al.
Publicado: (2022)

Improving the Generalizability of Convolutional Neural Network-Based Segmentation on CMR Images
por: Chen, Chen, et al.
Publicado: (2020)

Effective Utilization of Multiple Convolutional Neural Networks for Chest X-Ray Classification
por: Rammuni Silva, Ravidu Suien, et al.
Publicado: (2022)

Upper-Limb Electromyogram Classification of Reaching-to-Grasping Tasks Based on Convolutional Neural Networks for Control of a Prosthetic Hand
por: Kim, Keun-Tae, et al.
Publicado: (2021)

Gas Classification Using Deep Convolutional Neural Networks
por: Peng, Pai, et al.
Publicado: (2018)

Atrial fibrillation classification based on convolutional neural networks
por: Lee, Kwang-Sig, et al.
Publicado: (2019)

Correction: Multi-view classification with convolutional neural networks
Publicado: (2021)

An Approach for Thoracic Syndrome Classification with Convolutional Neural Networks
por: Juneja, Sapna, et al.
Publicado: (2021)

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

A Convolutional Neural Network and Graph Convolutional Network Based Framework for AD Classification
por: Lin, Lan, et al.
Publicado: (2023)

Accurate Neuronal Soma Segmentation Using 3D Multi-Task Learning U-Shaped Fully Convolutional Neural Networks
por: Hu, Tianyu, et al.
Publicado: (2021)

Diagnosing COVID-19 from CT Image of Lung Segmentation & Classification with Deep Learning Based on Convolutional Neural Networks
por: Kumari, K. Sita, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_25n4urhvvurfjps67t5q0uqms2