Markus Wenzel

According to our database, Markus Wenzel authored at least 17 papers between 2014 and 2024.

Collaborative distances:

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

2024

Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization.

Rohan Reddy Mekala, Frederik Pahde, Simon Baur, Sneha Chandrashekar, Madeline Diep, Markus Wenzel, Eric L. Wisotzky, Galip Ümit Yolcu, Sebastian Lapuschkin, Jackie Ma, Peter Eisert, Mikael Lindvall, Adam A. Porter, Wojciech Samek

CoRR, 2024

2023

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, Nils Strodthoff

Medical Image Anal., 2023

Insights Into the Inner Workings of Transformer Models for Protein Function Prediction.

Markus Wenzel, Erik Grüner, Nils Strodthoff

CoRR, 2023

2021

Machine Learning for Health: Algorithm Auditing & Quality Control.

Luis Oala, Andrew G. Murchison, Pradeep Balachandran, Shruti Choudhary, Jana Fehr, Alixandro Werneck Leite, Peter G. Goldschmidt, Christian Johner, Elora D. M. Schörverth, Rose Nakasi, Martin Meyer, Federico Cabitza, Pat D. Baird, Carolin Prabhu, Eva Weicken, Xiaoxuan Liu, Markus Wenzel, Steffen Vogler, Darlington Ahiale Akogo, Shada Alsalamah, Emre Kazim, Adriano S. Koshiyama, Sven Piechottka, Sheena Macpherson, Ian Shadforth, Regina Geierhofer, Christian Matek, Joachim Krois, Bruno Sanguinetti, Matthew Arentz, Pavol Bielik, Saúl Calderón Ramírez, Auss Abbood, Nicolas Langer, Stefan Haufe, Ferath Kherif, Sameer Pujari, Wojciech Samek, Thomas Wiegand

J. Medical Syst., 2021

Predicting the Binding of SARS-CoV-2 Peptides to the Major Histocompatibility Complex with Recurrent Neural Networks.

Johanna Vielhaben, Markus Wenzel, Eva Weicken, Nils Strodthoff

CoRR, 2021

2020

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

Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand

npj Digit. Medicine, 2020

Toward Global Validation Standards for Health AI.

Markus Wenzel, Thomas Wiegand

IEEE Commun. Stand. Mag., 2020

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

Johanna Vielhaben, Markus Wenzel, Wojciech Samek, Nils Strodthoff

BMC Bioinform., 2020

UDSMProt: universal deep sequence models for protein classification.

Nils Strodthoff, Patrick Wagner, Markus Wenzel, Wojciech Samek

Bioinform., 2020

2019

Integrating neurophysiologic relevance feedback in intent modeling for information retrieval.

Giulio Jacucci, Oswald Barral, Pedram Daee, Markus Wenzel, Baris Serim, Tuukka Ruotsalo, Patrik Pluchino, Jonathan Freeman, Luciano Gamberini, Samuel Kaski, Benjamin Blankertz

J. Assoc. Inf. Sci. Technol., 2019

Towards International Standards for the Evaluation of Artificial Intelligence for Health.

Markus A. Wenzel, Thomas Wiegand

Proceedings of the 2019 ITU Kaleidoscope: ICT for Health: Networks, 2019

Viewport Forecasting in 360° Virtual Reality Videos with Machine Learning.

Johanna Vielhaben, Hüseyin Camalan, Wojciech Samek, Markus Wenzel

Proceedings of the 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality, 2019

2018

Focus Group on Artificial Intelligence for Health.

Marcel Salathé, Thomas Wiegand, Markus Wenzel

CoRR, 2018

2015

Neural Responses to Abstract and Linguistic Stimuli with Variable Recognition Latency.

Markus A. Wenzel, Carlos Moreira, Iulia-Alexandra Lungu, Mihail Bogojeski, Benjamin Blankertz

Proceedings of the Symbiotic Interaction - 4th International Workshop, 2015

Live Demonstrator of EEG and Eye-Tracking Input for Disambiguation of Image Search Results.

Jan-Eike Golenia, Markus A. Wenzel, Benjamin Blankertz

Proceedings of the Symbiotic Interaction - 4th International Workshop, 2015

Developing a Symbiotic System for Scientific Information Seeking: The MindSee Project.

Luciano Gamberini, Anna Spagnolli, Benjamin Blankertz, Samuel Kaski, Jonathan Freeman, Laura Acqualagna, Oswald Barral, Maura Bellio, Luca Chech, Manuel J. A. Eugster, Eva Ferrari, Paolo Negri, Valeria Orso, Patrik Pluchino, Filippo Minelle, Baris Serim, Markus A. Wenzel, Giulio Jacucci

Proceedings of the Symbiotic Interaction - 4th International Workshop, 2015

2014

A next step towards measuring perceived quality of speech through physiology.

Sebastian Arndt, Markus Wenzel, Jan-Niklas Antons, Friedemann Köster, Sebastian Möller, Gabriel Curio

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014