Whole slide image quality in digital pathology: review and perspectives
R Brixtel, S Bougleux, O Lézoray, Y Caillot… - IEEE …, 2022 - ieeexplore.ieee.org
With the advent of whole slide image (WSI) scanners, pathology is undergoing a digital
revolution. Simultaneously, with the development of image analysis algorithms based on …
revolution. Simultaneously, with the development of image analysis algorithms based on …
Preparing pathological data to develop an artificial intelligence model in the nonclinical study
JH Hwang, M Lim, G Han, H Park, YB Kim, J Park… - Scientific Reports, 2023 - nature.com
Artificial intelligence (AI)-based analysis has recently been adopted in the examination of
histological slides via the digitization of glass slides using a digital scanner. In this study, we …
histological slides via the digitization of glass slides using a digital scanner. In this study, we …
[HTML][HTML] Model-Agnostic Binary Patch Grouping for Bone Marrow Whole Slide Image Representation
Histopathology is the reference standard for pathology diagnosis, and has evolved with the
digitization of glass slides [ie, whole slide images (WSIs)]. While trained histopathologists …
digitization of glass slides [ie, whole slide images (WSIs)]. While trained histopathologists …
[PDF][PDF] 组织学病理图像在深度学习中染色处理的研究进展
罗诗欢, 刘智明, 杨必文, 郭周义 - 激光生物学报, 2022 - jgsw.hunnu.edu.cn
深度学习使辅助诊断的软件能够更积极有效地开发和应用, 但是组织病理学图像的颜色变化降低
了这些算法的性能. 染色归一化可以解决扫描仪效应, 不同的染色方法, 患者的疾病状态 …
了这些算法的性能. 染色归一化可以解决扫描仪效应, 不同的染色方法, 患者的疾病状态 …
DACTransNet: A Hybrid CNN-Transformer Network for Histopathological Image Classification of Pancreatic Cancer
Automated and accurate classification of histopathological images of pancreatic cancer can
lead to higher survival rates for more pancreatic cancer patients in the clinic. However, there …
lead to higher survival rates for more pancreatic cancer patients in the clinic. However, there …
Domain-General Vs. Domain-Specific Pre-Trained Models Binary Patch Grouping for Improved WSI Representation
Histopathology is considered the reference standard for making a diagnosis in pathology.
The advent of whole slide images (WSIs), digitized glass slides, has transformed this field …
The advent of whole slide images (WSIs), digitized glass slides, has transformed this field …
[PDF][PDF] Whole Slide Image Quality in Digital Pathology: Review and Perspectives
Y CAILLOT, B LEMOINE, M FONTAINE, D NEBATI… - datexim.ai
With the advent of whole slide image (WSI) scanners, pathology is undergoing a digital
revolution. Simultaneously, with the development of image analysis algorithms based on …
revolution. Simultaneously, with the development of image analysis algorithms based on …