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Portrait of Markus Wenzel

Dr. Markus Wenzel

Adjunct Professor of Computer Science
School of Computer Science & Engineering
Email Address
mwenzel@constructor.university
Selected Publications

The Berlin brain-computer interface: progress beyond communication and control

B Blankertz, L Acqualagna, S Dähne, S Haufe, M Schultze-Kraft, I Sturm, ...

Frontiers in neuroscience 10, 530

UDSMProt: universal deep sequence models for protein classification

N Strodthoff, P Wagner, M Wenzel, W Samek

Bioinformatics 36 (8), 2401-2409

Proteome dynamics and early salt stress response of the photosynthetic organism Chlamydomonas reinhardtii

G Mastrobuoni, S Irgang, M Pietzke, HE Aßmus, M Wenzel, WX Schulze, ...

BMC genomics 13, 1-13

Evaluation framework to guide implementation of AI systems into healthcare settings

S Reddy, W Rogers, VP Makinen, E Coiera, P Brown, M Wenzel, ...

BMJ health & care informatics 28 (1)

WHO and ITU establish benchmarking process for artificial intelligence in health

T Wiegand, R Krishnamurthy, M Kuglitsch, N Lee, S Pujari, M Salathé, ...

The Lancet 394 (10192), 9-11

Visuomotor functional network topology predicts upcoming tasks

J Heinzle, MA Wenzel, JD Haynes

Journal of Neuroscience 32 (29), 9960-9968

Classification of eye fixation related potentials for variable stimulus saliency

MA Wenzel, JE Golenia, B Blankertz

Frontiers in neuroscience 10, 172661

Machine learning for health: algorithm auditing & quality control

L Oala, AG Murchison, P Balachandran, S Choudhary, J Fehr, AW Leite, ...

Journal of medical systems 45, 1-8

Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements

F Sattler, J Ma, P Wagner, D Neumann, M Wenzel, R Schäfer, W Samek, ...

NPJ digital medicine 3 (1), 129

Real-time inference of word relevance from electroencephalogram and eye gaze

MA Wenzel, M Bogojeski, B Blankertz

Journal of neural engineering 14 (5), 056007

Integrating neurophysiologic relevance feedback in intent modeling for information retrieval

G Jacucci, O Barral, P Daee, M Wenzel, B Serim, T Ruotsalo, P Pluchino, ...

Journal of the Association for Information Science and Technology 70 (9 …

Focus group on artificial intelligence for health

M Salathé, T Wiegand, M Wenzel

arXiv preprint arXiv:1809.04797

Deutsche Normungsroadmap Künstliche Intelligenz

R Adler, A Bunte, S Burton, J Großmann, A Jaschke, P Kleen, JM Lorenz, ...

DIN

USMPep: universal sequence models for major histocompatibility complex binding affinity prediction

J Vielhaben, M Wenzel, W Samek, N Strodthoff

BMC bioinformatics 21, 1-16

Implicit relevance feedback from electroencephalography and eye tracking in image search

JE Golenia, MA Wenzel, M Bogojeski, B Blankertz

Journal of neural engineering 15 (2), 026002

EEG-based usability assessment of 3D shutter glasses

MA Wenzel, R Schultze-Kraft, FC Meinecke, F Cardinaux, T Kemp, ...

Journal of Neural Engineering 13 (1), 016003

Live demonstrator of EEG and eye-tracking input for disambiguation of image search results

JE Golenia, M Wenzel, B Blankertz

Symbiotic Interaction: 4th International Workshop, Symbiotic 2015, Berlin …

From modern CNNs to vision transformers: Assessing the performance, robustness, and classification strategies of deep learning models in histopathology

M Springenberg, A Frommholz, M Wenzel, E Weicken, J Ma, N Strodthoff

Medical Image Analysis 87, 102809

From cnns to vision transformers–a comprehensive evaluation of deep learning models for histopathology

M Springenberg, A Frommholz, M Wenzel, E Weicken, J Ma, N Strodthoff

arXiv preprint arXiv:2204.05044

Whitepaper for the ITU/WHO focus group on artificial intelligence for health

T Wiegand, N Lee, S Pujari, M Singh, S Xu, M Kuglitsch, M Lecoultre, ...

International Telecommunication Union

 

University Education

University of Bremen

Dr.-Ing., Computer Science

2014

Distant Learning University Hagen, Germany

Bachelor of Science (BSc), Computer Science

2001 - 2005

The University of Gottingen

Political Science and Government

Goetheschule, Kassel

Abitur

1981 - 1990

Work Experience

Key Scientist at Fraunhofer MEVIS

Research Scientist at Franhofer MEVIS

Senior Scientist Cognitive Medical Computing at Franhofer MEVIS

Lecturer at Jacobs University Bremen

Senior Scientist at Franhofer

Application Developer at W&W Informatik