Zaynab Hobloss

University Dortmund

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Computer Vision (1)Eval Frameworks & Benchmarks (1)

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Qasim Siddiqui (1)Adrian Friebel (1)Maiju Myllys (1)Daniela Gonzalez (1)Ahmed Ghallab (1)Stefan Hoehme (1)

Papers (1)

Aug 25, 2026

Universität LeipzigAug 25, 2026·also Qena University Qena, University Dortmund, University of Leipzig Leipzig

Towards Reliable AI-Based Histological Staining: A Systematic Study of Scaling and Uncertainty in Unpaired Generative Models

No single metric can determine the best model for virtual staining; a multi-dimensional evaluation is essential for reliable AI-based histological analysis.

Qasim Siddiqui, Adrian Friebel, Maiju Myllys +4

Computer Vision Eval Frameworks & Benchmarks

Zaynab Hobloss

Research focus

Frequent co-authors

Papers (1)

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Zaynab Hobloss

Research focus

Frequent co-authors

Papers (1)