Results 1 to 10 of about 101,148 (258)
StainStyleSampler: clustering-based sampling of whole slide image appearances [PDF]
Diagnostic PathologyThe appearance of whole slide biopsy images is greatly affected by various factors such as laboratory procedures or the choice of digital slide scanners.
Maya Maya Barbosa Silva +2 more
doaj +2 more sources
A relationship between slide quality and image quality in whole slide imaging (WSI) [PDF]
Diagnostic Pathology, 2008 This study examined the effect of tissue section thickness and consistency – parameters outside the direct control of the imaging devices themselves – on WSI capture speed and image quality. Preliminary data indicates that thinner, more consistent tissue
Gilbertson John R, Yagi Yukako
doaj +5 more sources
Referenceless image quality evaluation for whole slide imaging
Journal of Pathology Informatics, 2012 Objective: The image quality in whole slide imaging (WSI) is one of the most important issues for the practical use of WSI scanners. In this paper, we proposed an image quality evaluation method for scanned slide images in which no reference image is ...
Noriaki Hashimoto +4 more
doaj +3 more sources
Cross-slide augmentation for whole slide image classification based on class activation map [PDF]
Scientific ReportsWhole Slide Image (WSI) classification often relies on weakly supervised Multiple Instance Learning (MIL) methods to handle gigapixel-resolution images. In various MIL methods, attention-based approaches have shown great potential in modern medicine for ...
Yanjia Chen +4 more
doaj +2 more sources
E-Staining DermaRepo: H&E whole slide image staining datasetMendeley Data [PDF]
Data in BriefIn the era of artificial intelligence and machine learning, computer-aided diagnostic frameworks are data-hungry and require large amounts of annotated data to automate the disease diagnosis procedure. Moreover, to enhance the performance and accuracy of
Muhammad Zeeshan Asaf +5 more
doaj +2 more sources
PathEX: Make good choice for whole slide image extraction. [PDF]
PLoS ONEBackgroundThe tile-based approach has been widely used for slide-level predictions in whole slide image (WSI) analysis. However, the irregular shapes and variable dimensions of tumor regions pose challenges for the process.
Xinda Yang +4 more
doaj +2 more sources
A Study on Advances in Whole Slide Image Compression
IEEE AccessWhole Slide Imaging (WSI), which enables the scanning and archiving of entire tissue slides at ultra-high resolution, has completely changed digital pathology by allowing pathologists to visually walk through the entire tissue sample and investigate ...
Tanni Das, Kiho Choi
doaj +2 more sources
Validation of histopathology foundation models through whole slide image retrieval [PDF]
Scientific ReportsWe evaluated several foundation models in histopathology for image retrieval using a zero-shot approach. These models generated embeddings that were directly employed for retrieval without additional fine-tuning.
Saghir Alfasly +5 more
doaj +2 more sources
SlideJ: An ImageJ plugin for automated processing of whole slide images. [PDF]
PLoS ONE, 2017 The digital slide, or Whole Slide Image, is a digital image, acquired with specific scanners, that represents a complete tissue sample or cytological specimen at microscopic level. While Whole Slide image analysis is recognized among the most interesting
Vincenzo Della Mea +3 more
doaj +1 more source
Synthesizing whole slide images [PDF]
2015 9th International Symposium on Image and Signal Processing and Analysis (ISPA), 2015 The increasing availability of digital whole slide images opens new perspectives for computer-assisted image analysis complementing modern histopathology, assuming we can implement reliable and efficient image analysis algorithms to extract the biologically relevant information.
Apou, Gregory +4 more
openaire +2 more sources