Cargando…

An efficient context-aware approach for whole-slide image classification

Computational pathology for gigapixel whole-slide images (WSIs) at slide level is helpful in disease diagnosis and remains challenging. We propose a context-aware approach termed WSI inspection via transformer (WIT) for slide-level classification via holistically modeling dependencies among patches...

Descripción completa

Detalles Bibliográficos
Autores principales:	Shen, Hongru, Wu, Jianghua, Shen, Xilin, Hu, Jiani, Liu, Jilei, Zhang, Qiang, Sun, Yan, Chen, Kexin, Li, Xiangchun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10690557/ https://www.ncbi.nlm.nih.gov/pubmed/38047071 http://dx.doi.org/10.1016/j.isci.2023.108175

Ejemplares similares

Miscell: An efficient self-supervised learning approach for dissecting single-cell transcriptome
por: Shen, Hongru, et al.
Publicado: (2021)

Detection of Cervical Cancer Cells in Whole Slide Images Using Deformable and Global Context Aware Faster RCNN-FPN
por: Li, Xia, et al.
Publicado: (2021)

Prediction of Two Molecular Subtypes of Gastric Cancer Based on Immune Signature
por: Wu, Dan, et al.
Publicado: (2022)

Generative pretraining from large-scale transcriptomes for single-cell deciphering
por: Shen, Hongru, et al.
Publicado: (2023)

Transfer Learning Approach for Classification of Histopathology Whole Slide Images
por: Ahmed, Shakil, et al.
Publicado: (2021)

A Graph-Transformer for Whole Slide Image Classification
por: Zheng, Yi, et al.
Publicado: (2022)

Deep Learning for Classification of Colorectal Polyps on Whole-slide Images
por: Korbar, Bruno, et al.
Publicado: (2017)

Unsupervised Domain Adaptation for Classification of Histopathology Whole-Slide Images
por: Ren, Jian, et al.
Publicado: (2019)

Risk-aware survival time prediction from whole slide pathological images
por: Xu, Zhixin, et al.
Publicado: (2022)

Automated histological classification of whole slide images of colorectal biopsy specimens
por: Yoshida, Hiroshi, et al.
Publicado: (2017)

Whole Slide Imaging and telepathology
por: Galvez, J
Publicado: (2003)

Feasibility of fully automated classification of whole slide images based on deep learning
por: Cho, Kyung-Ok, et al.
Publicado: (2020)

Colon Tissues Classification and Localization in Whole Slide Images Using Deep Learning
por: Gupta, Pushpanjali, et al.
Publicado: (2021)

Histopathological whole slide image dataset for classification of treatment effectiveness to ovarian cancer
por: Wang, Ching-Wei, et al.
Publicado: (2022)

Weakly supervised learning for multi-organ adenocarcinoma classification in whole slide images
por: Tsuneki, Masayuki, et al.
Publicado: (2022)

Transfer Learning for Adenocarcinoma Classifications in the Transurethral Resection of Prostate Whole-Slide Images
por: Tsuneki, Masayuki, et al.
Publicado: (2022)

An immunomodulatory signature of responsiveness to immune checkpoint blockade therapy
por: Shen, Hongru, et al.
Publicado: (2020)

An automatic entropy method to efficiently mask histology whole-slide images
por: Song, Yipei, et al.
Publicado: (2023)

The Importance of eSlide Macro Images for Primary Diagnosis with Whole Slide Imaging
por: Fraggetta, Filippo, et al.
Publicado: (2018)

SlideJ: An ImageJ plugin for automated processing of whole slide images
por: Della Mea, Vincenzo, et al.
Publicado: (2017)

A multi-center performance assessment for automated histopathological classification and grading of glioma using whole slide images
por: Jin, Lei, et al.
Publicado: (2023)

Simulation Palynologists for Pollinosis Prevention: A Progressive Learning of Pollen Localization and Classification for Whole Slide Images
por: Zhao, Lin-Na, et al.
Publicado: (2022)

A Multiscale Approach for Whole-Slide Image Segmentation of five Tissue Classes in Urothelial Carcinoma Slides
por: Wetteland, Rune, et al.
Publicado: (2020)

Classification of Melanocytic Lesions in Selected and Whole-Slide Images via Convolutional Neural Networks
por: Hart, Steven N., et al.
Publicado: (2019)

A pyramidal deep learning pipeline for kidney whole-slide histology images classification
por: Abdeltawab, Hisham, et al.
Publicado: (2021)

A deep learning framework for automated classification of histopathological kidney whole-slide images
por: Abdeltawab, Hisham A., et al.
Publicado: (2022)

Whole slide imaging for educational purposes
por: Pantanowitz, Liron, et al.
Publicado: (2012)

Validation of Whole Slide Imaging in Pathology
por: Pantanowitz, Liron
Publicado: (2014)

Optimized JPEG 2000 Compression for Efficient Storage of Histopathological Whole-Slide Images
por: Helin, Henrik, et al.
Publicado: (2018)

Mapping stain distribution in pathology slides using whole slide imaging
por: Yeh, Fang-Cheng, et al.
Publicado: (2014)

SlideToolkit: An Assistive Toolset for the Histological Quantification of Whole Slide Images
por: Nelissen, Bastiaan G. L., et al.
Publicado: (2014)

A quantitative approach to evaluate image quality of whole slide imaging scanners
por: Shrestha, Prarthana, et al.
Publicado: (2016)

Spatially Aware Transformer Networks for Contextual Prediction of Diabetic Nephropathy Progression from Whole Slide Images
por: Shickel, Benjamin, et al.
Publicado: (2023)

A relationship between slide quality and image quality in whole slide imaging (WSI)
por: Yagi, Yukako, et al.
Publicado: (2008)

A deep learning model for the classification of indeterminate lung carcinoma in biopsy whole slide images
por: Kanavati, Fahdi, et al.
Publicado: (2021)

Breast Invasive Ductal Carcinoma Classification on Whole Slide Images with Weakly-Supervised and Transfer Learning
por: Kanavati, Fahdi, et al.
Publicado: (2021)

A deep learning model for gastric diffuse-type adenocarcinoma classification in whole slide images
por: Kanavati, Fahdi, et al.
Publicado: (2021)

Deep Learning Models for Gastric Signet Ring Cell Carcinoma Classification in Whole Slide Images
por: Kanavati, Fahdi, et al.
Publicado: (2021)

Learning to predict RNA sequence expressions from whole slide images with applications for search and classification
por: Alsaafin, Areej, et al.
Publicado: (2023)

Color standardization in whole slide imaging using a color calibration slide
por: Bautista, Pinky A., et al.
Publicado: (2014)

Cannot write session to /tmp/vufind_sessions/sess_vteg9ki6l3mljs7dn2asnjbivn