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Visualization and visual analytics approaches for image and video datasets: A survey
Image and video data analysis has become an increasingly important research area with
applications in different domains such as security surveillance, healthcare, augmented and …
applications in different domains such as security surveillance, healthcare, augmented and …
Spatial omics techniques and data analysis for cancer immunotherapy applications
Highlights•Spatial omics provide multi-layer molecular profiling of cancer with high
resolution.•mIHC/IF and spatial transcriptomics techniques are advancing immunotherapy.• …
resolution.•mIHC/IF and spatial transcriptomics techniques are advancing immunotherapy.• …
Iron loading is a prominent feature of activated microglia in Alzheimer's disease patients
B Kenkhuis, A Somarakis, L de Haan… - Acta neuropathologica …, 2021 - Springer
Brain iron accumulation has been found to accelerate disease progression in amyloid-β (Aβ)
positive Alzheimer patients, though the mechanism is still unknown. Microglia have been …
positive Alzheimer patients, though the mechanism is still unknown. Microglia have been …
Visinity: Visual spatial neighborhood analysis for multiplexed tissue imaging data
New highly-multiplexed imaging technologies have enabled the study of tissues in
unprecedented detail. These methods are increasingly being applied to understand how …
unprecedented detail. These methods are increasingly being applied to understand how …
Polyphony: An interactive transfer learning framework for single-cell data analysis
Reference-based cell-type annotation can significantly reduce time and effort in single-cell
analysis by transferring labels from a previously-annotated dataset to a new dataset …
analysis by transferring labels from a previously-annotated dataset to a new dataset …
Scope2screen: Focus+ context techniques for pathology tumor assessment in multivariate image data
Inspection of tissues using a light microscope is the primary method of diagnosing many
diseases, notably cancer. Highly multiplexed tissue imaging builds on this foundation …
diseases, notably cancer. Highly multiplexed tissue imaging builds on this foundation …
Aardvark: Composite Visualizations of Trees, Time-Series, and Images
D Lange, R Judson-Torres… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
How do cancer cells grow, divide, proliferate, and die? How do drugs influence these
processes? These are difficult questions that we can attempt to answer with a combination of …
processes? These are difficult questions that we can attempt to answer with a combination of …
Insights into highly multiplexed tissue images: a primer for mass cytometry imaging data analysis
Highly multiplexed tissue imaging is promising in human health and disease investigation
for the characterization ability of molecular features and tissue context. Mass-based …
for the characterization ability of molecular features and tissue context. Mass-based …
Not As Easy As You Think--Experiences and Lessons Learnt from Trying to Create a Bottom-Up Visualization Image Typology
We present and discuss the results of a two-year qualitative analysis of images published in
IEEE Visualization (VIS) papers. Specifically, we derive a typology of 13 visualization image …
IEEE Visualization (VIS) papers. Specifically, we derive a typology of 13 visualization image …
[HTML][HTML] Kokiri: Random-forest-based comparison and characterization of cohorts
A bstract We propose an interactive visual analytics approach to characterizing and
comparing patient subgroups (ie, cohorts). Despite having the same disease and similar …
comparing patient subgroups (ie, cohorts). Despite having the same disease and similar …