Markus Metzler

According to our database, Markus Metzler authored at least 5 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

From Data to Diagnosis: A Large, Comprehensive Bone Marrow Dataset and AI Methods for Childhood Leukemia Prediction.

Henning Höfener, Farina Kock, Martina Pontones, Tabita Ghete, David Pfrang, Nicholas Dickel, Meik Kunz, Daniela P. Schacherer, David A. Clunie, Andrey Fedorov, Max Westphal, Markus Metzler

CoRR, September, 2025

PED-DATA: A Privacy-Preserving Framework for Data-Driven, Pediatric Multi-Center Studies.

Görkem Yilmaz, Jonathan M. Mang, Markus Metzler, Hans-Ulrich Prokosch, Manfred Rauh, Jakob Zierk

Proceedings of the German Medical Data Sciences 2025: GMDS Illuminates Health, 2025

2022

Mixture density networks for the indirect estimation of reference intervals.

Tobias Hepp, Jakob Zierk, Manfred Rauh, Markus Metzler, Sarem Seitz

BMC Bioinform., 2022

2020

Latent class distributional regression for the estimation of non-linear reference limits from contaminated data sources.

Tobias Hepp, Jakob Zierk, Manfred Rauh, Markus Metzler, Andreas Mayr

BMC Bioinform., 2020

2017

Evaluation of an Interactive Visualization Tool for the Interpretation of Pediatric Laboratory Test Results.

Johannes Hirschmann, Brita Sedlmayr, Jakob Zierk, Manfred Rauh, Markus Metzler, Hans-Ulrich Prokosch, Dennis Toddenroth

Proceedings of the German Medical Data Sciences: Visions and Bridges, 2017