Zunamys Itzell Carrero

15PUBLICATIONS
139CO-AUTHORS
Deep learningPredictive and prognostic markersImmunogenetics (incl. genetic immunology)Semi- and unsupervised learningGenomics and transcriptomics
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Publications (15)

|Jun 17, 2026
Counterfactual Diffusion Models Provide Interpretable Explanations of Artificial Intelligence Models in Pathology.

|Jun 08, 2026
Deep Learning Predicts Mutations and Outcomes in Gastrointestinal Stromal Tumors.

|Aug 14, 2025
HIBRID: histology-based risk-stratification with deep learning and ctDNA in colorectal cancer.

Chiara M L Loeffler, Hideaki Bando, Srividhya Sainath

|Apr 28, 2025
IBDome: An integrated molecular, histopathological, and clinical atlas of inflammatory bowel diseases.

Christina Plattner, Gregor Sturm, Anja A Kühl

|Feb 20, 2025
End-to-end prediction of clinical outcomes in head and neck squamous cell carcinoma with foundation model-based multiple instance learning.

Asier Rabasco Meneghetti, Marta Ligero Hernández, Jens-Peter Kuehn

|Feb 06, 2025
Swarm learning with weak supervision enables automatic breast cancer detection in magnetic resonance imaging.

Oliver Lester Saldanha, Jiefu Zhu, Gustav Müller-Franzes

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Frequent Collaborators

11 joint publications

Jakob Nikolas Kather

4 joint publications

Michaela Unger

4 joint publications

Asier Rabasco Meneghetti

4 joint publications

Nic Gabriel Reitsam