Cargando…

MSLF-Net: A Multi-Scale and Multi-Level Feature Fusion Net for Diabetic Retinopathy Segmentation

Diabetic Retinopathy (DR) is a diabetic complication that predisposes patients to visual impairments that could lead to blindness. Lesion segmentation using deep learning algorithms is an effective measure to screen and prevent early DR. However, there are several types of DR with varying sizes and...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yan, Haitao, Xie, Jiexin, Zhu, Deliang, Jia, Lukuan, Guo, Shijie
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9777401/ https://www.ncbi.nlm.nih.gov/pubmed/36552925 http://dx.doi.org/10.3390/diagnostics12122918

Ejemplares similares

FFU-Net: Feature Fusion U-Net for Lesion Segmentation of Diabetic Retinopathy
por: Xu, Yifei, et al.
Publicado: (2021)

A Multi-Scale Feature Fusion Method Based on U-Net for Retinal Vessel Segmentation
por: Yang, Dan, et al.
Publicado: (2020)

MSF-Net: A Lightweight Multi-Scale Feature Fusion Network for Skin Lesion Segmentation
por: Shao, Dangguo, et al.
Publicado: (2023)

MSU-Net: Multi-Scale U-Net for 2D Medical Image Segmentation
por: Su, Run, et al.
Publicado: (2021)

CMM-Net: Contextual multi-scale multi-level network for efficient biomedical image segmentation
por: Al-masni, Mohammed A., et al.
Publicado: (2021)

MF-Net: Multi-Scale Information Fusion Network for CNV Segmentation in Retinal OCT Images
por: Meng, Qingquan, et al.
Publicado: (2021)

GourmetNet: Food Segmentation Using Multi-Scale Waterfall Features with Spatial and Channel Attention
por: Sharma, Udit, et al.
Publicado: (2021)

MFF-Net: Deepfake Detection Network Based on Multi-Feature Fusion
por: Zhao, Lei, et al.
Publicado: (2021)

Multi-Scale Squeeze U-SegNet with Multi Global Attention for Brain MRI Segmentation
por: Dayananda, Chaitra, et al.
Publicado: (2021)

MsFcNET: Multi-scale Feature-Crossing Attention Network for Multi-field Sparse Data
por: Xie, Zhifeng, et al.
Publicado: (2020)

MFI-Net: A multi-resolution fusion input network for retinal vessel segmentation
por: Jiang, Yun, et al.
Publicado: (2021)

Learning U-Net Based Multi-Scale Features in Encoding-Decoding for MR Image Brain Tissue Segmentation
por: Long, Jiao-Song, et al.
Publicado: (2021)

Application of Multi-Scale Fusion Attention U-Net to Segment the Thyroid Gland on Localized Computed Tomography Images for Radiotherapy
por: Wen, Xiaobo, et al.
Publicado: (2022)

MSDU-Net: A Multi-Scale Dilated U-Net for Blur Detection
por: Xiao, Xiao, et al.
Publicado: (2021)

CPMF-Net: Multi-Feature Network Based on Collaborative Patches for Retinal Vessel Segmentation
por: Tang, Wentao, et al.
Publicado: (2022)

MSFF-Net: Multi-Stream Feature Fusion Network for surface electromyography gesture recognition
por: Peng, Xiangdong, et al.
Publicado: (2022)

U-Net combined with multi-scale attention mechanism for liver segmentation in CT images
por: Wu, Jiawei, et al.
Publicado: (2021)

FPattNet: A Multi-Scale Feature Fusion Network with Occlusion Awareness for Depth Estimation of Light Field Images
por: Xiao, Min, et al.
Publicado: (2023)

SurfaceNets for Multi-Label Segmentations with Preservation of Sharp Boundaries
por: Frisken, Sarah F.
Publicado: (2022)

Dense deconvolution net: Multi path fusion and dense deconvolution for high resolution skin lesion segmentation
por: He, Xinzi, et al.
Publicado: (2018)

White matter hyperintensities segmentation using the ensemble U-Net with multi-scale highlighting foregrounds
por: Park, Gilsoon, et al.
Publicado: (2021)

MSD-Net: Multi-Scale Discriminative Network for COVID-19 Lung Infection Segmentation on CT
Publicado: (2020)

MHAU-Net: Skin Lesion Segmentation Based on Multi-Scale Hybrid Residual Attention Network
por: Li, Yingjie, et al.
Publicado: (2022)

SFA-Net: Scale and Feature Aggregate Network for Retinal Vessel Segmentation
por: Ni, Jiajia, et al.
Publicado: (2022)

MFTR-Net: A Multi-Level Features Network with Targeted Regularization for Large-Scale Point Cloud Classification
por: Liu, Ruyu, et al.
Publicado: (2023)

MRF-Net: A multi-branch residual fusion network for fast and accurate whole-brain MRI segmentation
por: Wei, Chong, et al.
Publicado: (2022)

Pyramid-Net: Intra-layer Pyramid-Scale Feature Aggregation Network for Retinal Vessel Segmentation
por: Zhang, Jiawei, et al.
Publicado: (2021)

MA-CharNet: Multi-angle fusion character recognition network
por: Wang, Qingyu, et al.
Publicado: (2022)

MAFF-Net: Multi-Attention Guided Feature Fusion Network for Change Detection in Remote Sensing Images
por: Ma, Jinming, et al.
Publicado: (2022)

MCA-UNet: multi-scale cross co-attentional U-Net for automatic medical image segmentation
por: Wang, Haonan, et al.
Publicado: (2023)

Multi-Modal Medical Image Fusion Based on FusionNet in YIQ Color Space
por: Guo, Kai, et al.
Publicado: (2020)

MSF-Net: Multi-Scale Feature Learning Network for Classification of Surface Defects of Multifarious Sizes
por: Xu, Pengcheng, et al.
Publicado: (2021)

RMTF-Net: Residual Mix Transformer Fusion Net for 2D Brain Tumor Segmentation
por: Gai, Di, et al.
Publicado: (2022)

Multi-Scale Feature Pyramid Network: A Heavily Occluded Pedestrian Detection Network Based on ResNet
por: Shao, Xiaotao, et al.
Publicado: (2021)

DMU-Net: A Dual-Stream Multi-Scale U-Net Network Using Multi-Dimensional Spatial Information for Urban Building Extraction
por: Li, Peihang, et al.
Publicado: (2023)

Point Cloud Semantic Segmentation Network Based on Multi-Scale Feature Fusion
por: Du, Jing, et al.
Publicado: (2021)

Combining artificial neural nets: ensemble and modular multi-net systems
por: Sharkey, Amanda J C
Publicado: (1999)

MIFAD-Net: Multi-Layer Interactive Feature Fusion Network With Angular Distance Loss for Face Emotion Recognition
por: Cai, Weiwei, et al.
Publicado: (2021)

Multi-Class Classification of Breast Cancer Using 6B-Net with Deep Feature Fusion and Selection Method
por: Umer, Muhammad Junaid, et al.
Publicado: (2022)

Cross‐Cohort Automatic Knee MRI Segmentation With Multi‐Planar U‐Nets
por: Perslev, Mathias, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_ccuoag3vrna65jil0c6odbv8hq