Publications by authors named "Markus Wenzel"

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Common data models and data standards for tabular health data: a systematic review.
Melissa Finster, Markus Wenzel, Elham Taghizadeh

BMC Med Inform Decis Mak· November 2025

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[State of efficient research on secondary health data in the German health data lab].
Markus Wenzel, Dörte Corr, Nico Riedel, Jana Hapfelmeier, Lea Zimmermann

Gesundheitswesen· August 2025

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Combining Machine Learning With Real-World Data to Identify Gaps in Clinical Practice Guidelines: Feasibility Study Using the Prospective German Stroke Registry and the National Acute Ischemic Stroke Guidelines.
Sandrine Müller, Susanne Diekmann, Markus Wenzel, Horst Karl Hahn, Johannes Tuennerhoff

JMIR Med Inform· July 2025

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FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare.
Karim Lekadir, Alejandro F Frangi, Antonio R Porras, Ben Glocker, Celia Cintas, Markus Wenzel

BMJ· February 2025

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Swarm learning with weak supervision enables automatic breast cancer detection in magnetic resonance imaging.
Oliver Lester Saldanha, Jiefu Zhu, Gustav Müller-Franzes, Zunamys I Carrero, Nicholas R Payne, Markus Wenzel

Commun Med (Lond)· February 2025

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Insights into the inner workings of transformer models for protein function prediction.
Markus Wenzel, Erik Grüner, Nils Strodthoff

Bioinformatics· March 2024

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Fall risk stratification of community-living older people. Commentary on the world guidelines for fall prevention and management.

Age Ageing· October 2023

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From modern CNNs to vision transformers: Assessing the performance, robustness, and classification strategies of deep learning models in histopathology.
Maximilian Springenberg, Annika Frommholz, Markus Wenzel, Eva Weicken, Jackie Ma

Med Image Anal· July 2023

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Comparison of Anatomical Preformed Titanium Implants and Patient-Specific CAD/CAM Implants in the Primary Reconstruction of Isolated Orbital Fractures-A Retrospective Study.
Sebastian Pietzka, Markus Wenzel, Karsten Winter, Frank Wilde, Alexander Schramm

J Pers Med· May 2023

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Machine Learning for Health: Algorithm Auditing & Quality Control.
Luis Oala, Andrew G Murchison, Pradeep Balachandran, Shruti Choudhary, Jana Fehr, Markus Wenzel

J Med Syst· November 2021

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Evaluation framework to guide implementation of AI systems into healthcare settings.
Sandeep Reddy, Wendy Rogers, Ville-Petteri Makinen, Enrico Coiera, Pieta Brown, Markus Wenzel

BMJ Health Care Inform· October 2021

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Wheat Anaphylaxis in Adults Differs from Reactions to Other Types of Food.
Magdalena Kraft, Sabine Dölle-Bierke, Jean-Marie Renaudin, Franziska Ruëff, Kathrin Scherer Hofmeier, Markus Wenzel

J Allergy Clin Immunol Pract· July 2021

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Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements.
Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel

NPJ Digit Med· October 2020

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USMPep: universal sequence models for major histocompatibility complex binding affinity prediction.
Johanna Vielhaben, Markus Wenzel, Wojciech Samek, Nils Strodthoff

BMC Bioinformatics· July 2020

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UDSMProt: universal deep sequence models for protein classification.
Nils Strodthoff, Patrick Wagner, Markus Wenzel, Wojciech Samek

Bioinformatics· April 2020

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Automatic classification of dopamine transporter SPECT: deep convolutional neural networks can be trained to be robust with respect to variable image characteristics.
Markus Wenzel, Fausto Milletari, Julia Krüger, Catharina Lange, Michael Schenk

Eur J Nucl Med Mol Imaging· December 2019

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Integrating neurophysiologic relevance feedback in intent modeling for information retrieval.
Giulio Jacucci, Oswald Barral, Pedram Daee, Markus Wenzel, Baris Serim

J Assoc Inf Sci Technol· September 2019

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WHO and ITU establish benchmarking process for artificial intelligence in health.
Thomas Wiegand, Ramesh Krishnamurthy, Monique Kuglitsch, Naomi Lee, Sameer Pujari, Markus Wenzel

Lancet· July 2019

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Implicit relevance feedback from electroencephalography and eye tracking in image search.
Jan-Eike Golenia, Markus A Wenzel, Mihail Bogojeski, Benjamin Blankertz

J Neural Eng· April 2018

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Is Neural Activity Detected by ERP-Based Brain-Computer Interfaces Task Specific?
Markus A Wenzel, Inês Almeida, Benjamin Blankertz

PLoS One· June 2017

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The Berlin Brain-Computer Interface: Progress Beyond Communication and Control.
Benjamin Blankertz, Laura Acqualagna, Sven Dähne, Stefan Haufe, Matthias Schultze-Kraft, Markus A Wenzel

Front Neurosci· November 2016

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EEG-based usability assessment of 3D shutter glasses.
Markus A Wenzel, Rafael Schultze-Kraft, Frank C Meinecke, Fabien Cardinaux, Thomas Kemp

J Neural Eng· February 2016

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Classification of Eye Fixation Related Potentials for Variable Stimulus Saliency.
Markus A Wenzel, Jan-Eike Golenia, Benjamin Blankertz

Front Neurosci· February 2016

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Randomized controlled trial of noninvasive positive pressure ventilation (NPPV) versus servoventilation in patients with CPAP-induced central sleep apnea (complex sleep apnea).
Dominic Dellweg, Jens Kerl, Ekkehard Hoehn, Markus Wenzel, Dieter Koehler

Sleep· August 2013

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