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Pathology imaging informatics for quantitative analysis of whole-slide images [PDF]
With the objective of bringing clinical decision support systems to reality, this article reviews histopathological whole-slide imaging informatics methods, associated challenges, and future research opportunities.This review targets pathologists and informaticians who have a limited understanding of the key aspects of whole-slide image (WSI) analysis ...
Todd H Stokes, May Wang, John H Phan
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An automatic whole-slide hyperspectral imaging microscope
Label-free Biomedical Imaging and Sensing (LBIS) 2023, 2023Whole slide imaging (WSI) is a common step used in histopathology to quickly digitize stained histological slides. Digital whole-slide images not only improve the efficiency of labeling but also open the door for computer-aided diagnosis, specifically machine learning-based methods.
Minh Ha, Tran +2 more
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Whole-Slide Imaging for Esophageal Adenocarcinoma
2018Whole-slide imaging revolutionizes the field of pathology especially in the areas of facilitation of research, long-term storages, exchange of information, and image analysis. In this process, a scanning equipment (scanner) scans the whole glass slide into a digital file.
Lam, AK, Leung, M
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Digital Imaging in Pathology: Whole-Slide Imaging and Beyond
Annual Review of Pathology: Mechanisms of Disease, 2013Digital imaging in pathology has undergone an exponential period of growth and expansion catalyzed by changes in imaging hardware and gains in computational processing. Today, digitization of entire glass slides at near the optical resolution limits of light can occur in 60 s.
Farzad, Ghaznavi +3 more
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2021
The next several years in digital pathology will certainly be exciting. As adoption of digital workflows continues, the opportunities to use image analysis will increase. The combination of AI techniques with traditional image analysis techniques may yield results which are superior to either of the techniques applied independently.
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The next several years in digital pathology will certainly be exciting. As adoption of digital workflows continues, the opportunities to use image analysis will increase. The combination of AI techniques with traditional image analysis techniques may yield results which are superior to either of the techniques applied independently.
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An ImageJ Plugin for Whole Slide Imaging
2014Whole slide imaging (WSI) has become important in medicine and pathology, and challenges processing and management of high-resolu- tion images with up to 10 GB of data. Open source tools such as ImageJ do not sufficiently support high volume data and require manual inter- action in otherwise automatic workflows.
Daniel Haak +5 more
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Detection of tissue folds in whole slide images
2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2009In whole slide imaging (WSI) the quality of scanned images is an interplay between the hardware specifications of the scanning device and the condition of the tissue slide itself. Tissue artifacts such as folds and bubbles have been known to affect the efficiency of a whole slide scanning system in selecting the focus points wherein the presence of the
Pinky A, Bautista, Yukako, Yagi
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Whole slide images stitching for osteosarcoma detection
2015 IEEE 5th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS), 2015Whole slide imaging (WSI), the conversion of conventional glass-slide histopathology to a digital image, is at the heart of telepathology, which will allow disease diagnosis and the practice of pathology from a distance. Scanning systems that generate WSIs at 20x and 40x resolution allow practically equal precision to that available by light microscopy
Bogdan Armaselu +8 more
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Collaborative Framework for a Whole-Slide Image Viewer
2019 IEEE 32nd International Symposium on Computer-Based Medical Systems (CBMS), 2019Digital pathology is a new branch of medical imaging referring to the aggregation of equipment and software to acquire, store and display microscopic images in a distributed network environment. This article proposes an architecture and describes the implementation of a collaborative pathology web platform.
Rui Lebre +3 more
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Foreground Extraction for Histopathological Whole Slide Imaging
2015Segmentation of histopathological whole-slide images is a challenging task that requires dedicated approaches. In this paper, the fore- and background segmentation problem is addressed by a combination of basic filters, which is evaluated against the established methods GrabCut and Watershed.
Daniel Bug +2 more
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