Cargando…

Fully automatic wound segmentation with deep convolutional neural networks

Acute and chronic wounds have varying etiologies and are an economic burden to healthcare systems around the world. The advanced wound care market is expected to exceed $22 billion by 2024. Wound care professionals rely heavily on images and image documentation for proper diagnosis and treatment. Un...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Chuanbo, Anisuzzaman, D. M., Williamson, Victor, Dhar, Mrinal Kanti, Rostami, Behrouz, Niezgoda, Jeffrey, Gopalakrishnan, Sandeep, Yu, Zeyun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7736585/ https://www.ncbi.nlm.nih.gov/pubmed/33318503 http://dx.doi.org/10.1038/s41598-020-78799-w

Ejemplares similares

Multi-modal wound classification using wound image and location by deep neural network
por: Anisuzzaman, D. M., et al.
Publicado: (2022)

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

A benchmark study of convolutional neural networks in fully automatic segmentation of aortic root
por: Yang, Tingting, et al.
Publicado: (2023)

Automatic liver tumor segmentation in CT with fully convolutional neural networks and object-based postprocessing
por: Chlebus, Grzegorz, et al.
Publicado: (2018)

Convolution Neural Network with Coordinate Attention for Real-Time Wound Segmentation and Automatic Wound Assessment
por: Sun, Yi, et al.
Publicado: (2023)

Verte-Box: A Novel Convolutional Neural Network for Fully Automatic Segmentation of Vertebrae in CT Image
por: Li, Bing, et al.
Publicado: (2022)

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

Automatic Deep Learning Semantic Segmentation of Ultrasound Thyroid Cineclips Using Recurrent Fully Convolutional Networks
por: WEBB, JEREMY M., et al.
Publicado: (2020)

Convolutional neural networks for PET functional volume fully automatic segmentation: development and validation in a multi-center setting
por: Iantsen, Andrei, et al.
Publicado: (2021)

Automatic Left Ventricle Segmentation from Short-Axis Cardiac MRI Images Based on Fully Convolutional Neural Network
por: Shaaf, Zakarya Farea, et al.
Publicado: (2022)

Automatic classification of ovarian cancer types from cytological images using deep convolutional neural networks
por: Wu, Miao, et al.
Publicado: (2018)

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

Fully Automatic Segmentation of Acute Ischemic Lesions on Diffusion-Weighted Imaging Using Convolutional Neural Networks: Comparison with Conventional Algorithms
por: Woo, Ilsang, et al.
Publicado: (2019)

Fully Automatic Left Ventricle Segmentation Using Bilateral Lightweight Deep Neural Network
por: Shoaib, Muhammad Ali, et al.
Publicado: (2023)

Fully convolutional network-based multi-output model for automatic segmentation of organs at risk in thorax
por: Zhang, Jie, et al.
Publicado: (2021)

Fully Automated Segmentation of Lower Extremity Deep Vein Thrombosis Using Convolutional Neural Network
por: Huang, Chen, et al.
Publicado: (2019)

Fully Automatic Atrial Fibrosis Assessment Using a Multilabel Convolutional Neural Network
por: Razeghi, Orod, et al.
Publicado: (2020)

Automatic classification of cervical cancer from cytological images by using convolutional neural network
por: Wu, Miao, 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)

Fully automated condyle segmentation using 3D convolutional neural networks
por: Jha, Nayansi, et al.
Publicado: (2022)

Automatic Detection of Cone Photoreceptors With Fully Convolutional Networks
por: Hamwood, Jared, et al.
Publicado: (2019)

Deep Convolutional Neural Networks-Based Automatic Breast Segmentation and Mass Detection in DCE-MRI
por: Jiao, Han, et al.
Publicado: (2020)

DeepMapi: a Fully Automatic Registration Method for Mesoscopic Optical Brain Images Using Convolutional Neural Networks
por: Ni, Hong, et al.
Publicado: (2020)

Fully Convolutional Neural Network for Rapid Flood Segmentation in Synthetic Aperture Radar Imagery
por: Nemni, Edoardo, et al.
Publicado: (2020)

Development of in-house fully residual deep convolutional neural network-based segmentation software for the male pelvic CT
por: Hirashima, Hideaki, et al.
Publicado: (2021)

Segmentation-Assisted Fully Convolutional Neural Network Enhances Deep Learning Performance to Identify Proliferative Diabetic Retinopathy
por: Alam, Minhaj, et al.
Publicado: (2023)

Fully automated clinical target volume segmentation for glioblastoma radiotherapy using a deep convolutional neural network
por: Sadeghi, Sogand, et al.
Publicado: (2023)

A 3D Fully Convolutional Neural Network With Top-Down Attention-Guided Refinement for Accurate and Robust Automatic Segmentation of Amygdala and Its Subnuclei
por: Liu, Yilin, et al.
Publicado: (2020)

Fully automatic segmentation of glottis and vocal folds in endoscopic laryngeal high-speed videos using a deep Convolutional LSTM Network
por: Fehling, Mona Kirstin, et al.
Publicado: (2020)

DeepHeartCT: A fully automatic artificial intelligence hybrid framework based on convolutional neural network and multi-atlas segmentation for multi-structure cardiac computed tomography angiography image segmentation
por: Bui, Vy, et al.
Publicado: (2022)

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

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

Fully automatic tumor segmentation of breast ultrasound images with deep learning
por: Zhang, Shuai, et al.
Publicado: (2022)

Fully-Automated Segmentation of Nasopharyngeal Carcinoma on Dual-Sequence MRI Using Convolutional Neural Networks
por: Ye, Yufeng, et al.
Publicado: (2020)

N-Net: A novel dense fully convolutional neural network for thyroid nodule segmentation
por: Nie, Xingqing, et al.
Publicado: (2022)

A Combined Fully Convolutional Networks and Deformable Model for Automatic Left Ventricle Segmentation Based on 3D Echocardiography
por: Dong, Suyu, et al.
Publicado: (2018)

Automatic Brain Tumor Segmentation Based on Cascaded Convolutional Neural Networks With Uncertainty Estimation
por: Wang, Guotai, et al.
Publicado: (2019)

Clinical evaluation on automatic segmentation results of convolutional neural networks in rectal cancer radiotherapy
por: Li, Jing, et al.
Publicado: (2023)

Fully automatic classification of automated breast ultrasound (ABUS) imaging according to BI-RADS using a deep convolutional neural network
por: Hejduk, Patryk, et al.
Publicado: (2022)

Automatic Segmentation of MRI of Brain Tumor Using Deep Convolutional Network
por: Zhou, Runwei, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_mrqpdl0k8ckokgg43e8ppgb2ig