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A whole-slide foundation model for digital pathology from real-world data. [PDF]
Xu H +27 more
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Cross-slide augmentation for whole slide image classification based on class activation map. [PDF]
Chen Y, Wu H, Huang Z, Zhang Z, Cai H.
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Validation of histopathology foundation models through whole slide image retrieval. [PDF]
Alfasly S +5 more
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Enhancing WSI image classification with graph convolutional neural networks and model uncertainty modeling. [PDF]
Liu C, Cheng Y, Li T, Hao Y, Zhang Q.
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Deep learning for digital pathology: A critical overview of methodological framework. [PDF]
Rad MS +11 more
europepmc +1 more source
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Multiscale gigapixel photography
Nature, 2012Pixel count is the ratio of the solid angle within a camera's field of view to the solid angle covered by a single detector element. Because the size of the smallest resolvable pixel is proportional to aperture diameter and the maximum field of view is scale independent, the diffraction-limited pixel count is proportional to aperture area.
D J, Brady +7 more
exaly +3 more sources
Acuity-Driven Gigapixel Visualization
IEEE Transactions on Visualization and Computer Graphics, 2013We present a framework for acuity-driven visualization of super-high resolution image data on gigapixel displays. Tiled display walls offer a large workspace that can be navigated physically by the user. Based on head tracking information, the physical characteristics of the tiled display and the formulation of visual acuity, we guide an out-of-core ...
Charilaos, Papadopoulos, Arie E, Kaufman
exaly +3 more sources
Refocusable Gigapixel Panoramas for Immersive VR Experiences
IEEE Transactions on Visualization and Computer Graphics, 2021There have been significant advances in capturing gigapixel panoramas (GPP). However, solutions for viewing GPPs on head-mounted displays (HMDs) are lagging: an immersive experience requires ultra-fast rendering while directly loading a GPP onto the GPU is infeasible due to limited texture memory capacity.
Wentao Lyu +6 more
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