Author

S. Warchol

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Cell Biology· 2 Cancer Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell-cell communication· 2 Approach:deep learning· 2 Organism:human· 2 Assay:imaging· 2 Research Focus:spatial domain detection· 2 Approach:statistical model· 2 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

H. Pfister· 3 shared P. K. Sorger· 3 shared R. Krueger· 3 shared C. C. Ritch· 2 shared G. Gaglia· 2 shared J. Hoffer· 2 shared J. L. Muhlich· 2 shared M. Burger· 2 shared

Activity by Year

2022-2024 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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3 shared papersCell Biology

H. Pfister

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Author profile →

3 papers

Recent·Most cited

psudo: Exploring Multi-Channel Biomedical Image Data with Spatially and Perceptually Optimized Pseudocoloring

S. Warchol, J. Troidl, J. L. Muhlich, R. Krueger, J. Hoffer, T. Lin, J. Beyer, E. Glassman, P. K. Sorger, H. Pfister

psudo is an interactive system that optimizes pseudocolor palettes for multichannel biomedical images to enhance perceptual distinction and reduce color confusion in overlapping channels.

bioRxiv · Apr 11, 2024Cell Biology

Lymphocyte networks are dynamic cellular communities in the immunoregulatory landscape of lung adenocarcinoma

G. Gaglia, M. Burger, C. C. Ritch, D. Rammos, Y. Dai, G. E. Crossland, S. Z. Tavana, S. Warchol, A. M. Jaeger, S. Naranjo, S. Coy, A. Johnson, R. Krueger, J.-R. Lin, H. Pfister, , S. Santagata

The paper maps lymphocyte interactions in lung adenocarcinoma using spatial analysis and machine learning, revealing dynamic lymphocyte networks that support anti-tumor immune responses.

bioRxiv · Aug 11, 2022Cancer Biology

Visinity: Visual Spatial Neighborhood Analysis for Multiplexed Tissue Imaging Data

S. Warchol, R. Krueger, A. J. Nirmal, G. Gaglia, J. Jessup, C. C. Ritch, J. Hoffer, J. L. Muhlich, M. Burger, T. L. Jacks, S. Santagata, P. K. Sorger, H. Pfister

Visinity analyzes spatial cell interactions in multiplexed tissue images to identify biological processes and immune-tumor interactions.

bioRxiv · May 9, 2022Cell Biology