Cargando…

Semi-Supervised Medical Image Segmentation with Co-Distribution Alignment

Medical image segmentation has made significant progress when a large amount of labeled data are available. However, annotating medical image segmentation datasets is expensive due to the requirement of professional skills. Additionally, classes are often unevenly distributed in medical images, whic...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Tao, Huang, Zhongzheng, Wu, Jiawei, Cai, Yuanzheng, Li, Zuoyong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10376634/ https://www.ncbi.nlm.nih.gov/pubmed/37508896 http://dx.doi.org/10.3390/bioengineering10070869

Ejemplares similares

Generative Adversarial Training for Supervised and Semi-supervised Learning
por: Wang, Xianmin, et al.
Publicado: (2022)

Semi-supervised segmentation of retinoblastoma tumors in fundus images
por: Rahdar, Amir, et al.
Publicado: (2023)

Semi-supervised segmentation of metastasis lesions in bone scan images
por: Lin, Qiang, et al.
Publicado: (2022)

Semi-Supervised Segmentation Framework for Gastrointestinal Lesion Diagnosis in Endoscopic Images
por: Lonseko, Zenebe Markos, et al.
Publicado: (2023)

A Semi-Supervised Method for Tumor Segmentation in Mammogram Images
por: Azary, Hanie, et al.
Publicado: (2020)

Integrating Semi-supervised and Supervised Learning Methods for Label Fusion in Multi-Atlas Based Image Segmentation
por: Zheng, Qiang, et al.
Publicado: (2018)

Semi-MsST-GAN: A Semi-Supervised Segmentation Method for Corneal Ulcer Segmentation in Slit-Lamp Images
por: Wang, Tingting, et al.
Publicado: (2022)

Semi-Supervised Medical Image Segmentation Guided by Bi-Directional Constrained Dual-Task Consistency
por: Pan, Ming-Zhang, et al.
Publicado: (2023)

CAFS: An Attention-Based Co-Segmentation Semi-Supervised Method for Nasopharyngeal Carcinoma Segmentation
por: Chen, Yitong, et al.
Publicado: (2022)

A Semi-Supervised Reduced-Space Method for Hyperspectral Imaging Segmentation
por: Aletti, Giacomo, et al.
Publicado: (2021)

Effectiveness of Semi-Supervised Active Learning in Automated Wound Image Segmentation
por: Curti, Nico, et al.
Publicado: (2022)

Semi-Self-Supervised Learning for Semantic Segmentation in Images with Dense Patterns
por: Najafian, Keyhan, et al.
Publicado: (2023)

Revisiting Consistency for Semi-Supervised Semantic Segmentation †
por: Grubišić, Ivan, et al.
Publicado: (2023)

Semi-supervised bidirectional alignment for Remote Sensing cross-domain scene classification
por: Huang, Wei, et al.
Publicado: (2023)

Lidar–Camera Semi-Supervised Learning for Semantic Segmentation
por: Caltagirone, Luca, et al.
Publicado: (2021)

Ensemble Semi-supervised Frame-work for Brain Magnetic Resonance Imaging Tissue Segmentation
por: Azmi, Reza, et al.
Publicado: (2013)

Semi-Supervised Segmentation of Ultrasound Images Based on Patch Representation and Continuous Min Cut
por: Ciurte, Anca, et al.
Publicado: (2014)

Semi-supervised COVID-19 CT image segmentation using deep generative models
por: Zammit, Judah, et al.
Publicado: (2022)

Efficient semi-supervised semantic segmentation of electron microscopy cancer images with sparse annotations
por: Pagano, Lucas, et al.
Publicado: (2023)

Self-Ensembling Co-Training Framework for Semi-Supervised COVID-19 CT Segmentation
Publicado: (2021)

Semi-Supervised Learning for Defect Segmentation with Autoencoder Auxiliary Module
por: Sae-ang, Bee-ing, et al.
Publicado: (2022)

Instance segmentation using semi-supervised learning for fire recognition
por: Sun, Guangmin, et al.
Publicado: (2022)

Semi-Supervised Learning in Medical MRI Segmentation: Brain Tissue with White Matter Hyperintensity Segmentation Using FLAIR MRI
por: Rieu, ZunHyan, et al.
Publicado: (2021)

Semi-supervised Learning for Weed and Crop Segmentation Using UAV Imagery
por: Nong, Chunshi, et al.
Publicado: (2022)

Semi-Supervised Instance-Segmentation Model for Feature Transfer Based on Category Attention
por: Wang, Hao, et al.
Publicado: (2022)

Semi-Supervised Semantic Segmentation of Remote Sensing Images Based on Dual Cross-Entropy Consistency
por: Cui, Mengtian, et al.
Publicado: (2023)

Semi-Supervised Minimum Error Entropy Principle with Distributed Method
por: Wang, Baobin, et al.
Publicado: (2018)

Semi-Supervised Nests of Melanocytes Segmentation Method Using Convolutional Autoencoders
por: Kucharski, Dariusz, et al.
Publicado: (2020)

Semi-Supervised Learning in Medical Images Through Graph-Embedded Random Forest
por: Gu, Lin, et al.
Publicado: (2020)

Semi‐supervised classification of fundus images combined with CNN and GCN
por: Duan, Sixu, et al.
Publicado: (2022)

Direct comparison of supervised and semi-supervised retraining approaches for co-adaptive BCIs
por: Schwarz, Andreas, et al.
Publicado: (2019)

Feature-enhanced adversarial semi-supervised semantic segmentation network for pulmonary embolism annotation
por: Cheng, Ting-Wei, et al.
Publicado: (2023)

Semi-supervised learning /
Publicado: (2010)

Semi-Supervised Clustering for Financial Risk Analysis
por: Han, Yihan, et al.
Publicado: (2021)

Semi-Supervised Segmentation of Interstitial Lung Disease Patterns from CT Images via Self-Training with Selective Re-Training
por: Cai, Guang-Wei, et al.
Publicado: (2023)

An improved contrastive learning network for semi-supervised multi-structure segmentation in echocardiography
por: Guo, Ziyu, et al.
Publicado: (2023)

Semi-Supervised Feature Transformation for Tissue Image Classification
por: Watanabe, Kenji, et al.
Publicado: (2016)

Automated Wound Image Segmentation: Transfer Learning from Human to Pet via Active Semi-Supervised Learning
por: Buschi, Daniele, et al.
Publicado: (2023)

Semi‐supervised determination of pseudocryptic morphotypes using observer‐free characterizations of anatomical alignment and shape
por: Vitek, Natasha S., et al.
Publicado: (2017)

Medical Image Classification Based on Semi-Supervised Generative Adversarial Network and Pseudo-Labelling
por: Liu, Kun, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_930a6ulrnobt9g5bqsijs0fr3b