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 …

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 …

[HTML][HTML] Model-Agnostic Binary Patch Grouping for Bone Marrow Whole Slide Image Representation

Y Mu, HR Tizhoosh, T Dehkharghanian… - The American Journal of …, 2024 - Elsevier
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 …

[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 …

DACTransNet: A Hybrid CNN-Transformer Network for Histopathological Image Classification of Pancreatic Cancer

Y Kou, C Xia, Y Jiao, D Zhang, R Ge - CAAI International Conference on …, 2023 - Springer
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 …

Domain-General Vs. Domain-Specific Pre-Trained Models Binary Patch Grouping for Improved WSI Representation

Y Mu, HR Tizhoosh, T Dehkharghanian… - Domain-Specific Pre … - papers.ssrn.com
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 …

[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 …