Author

Cecilia Dusek

The University of Texas Southwestern Medical Center

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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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:imaging· 1

Frequent Co-Authors

Averi Perny· 1 shared Gaudenz M. DanuseriD· 1 shared Payal KapuriD· 1 shared Qi CaiiD· 1 shared Satwik RajaramiD· 1 shared Thuong NguyeniD· 1 shared Vandana Panwar· 1 shared Vipul Nataraj JarmaleiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

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1 shared paperBioinformatics

Averi Perny

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1 paper

Recent·Most cited

Delta Marches: Generative AI based image synthesis to decode disease-driving morphologic transformations.

Thuong Nguyen, Vandana Panwar, Vipul Nataraj Jarmale, Averi Perny, Cecilia Dusek, Qi Cai, Payal Kapur, Gaudenz M. Danuser, Satwik Rajaram

Delta-Marches uses generative AI to simulate morphological changes between disease classes, identifying subcellular features that drive disease progression in histopathological images.

bioRxiv · Mar 18, 2025 · PreprintBioinformatics