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ORCIDMarkus Wenzel 0002
Person information
- affiliation: Fraunhofer-Institut für Nachrichtentechnik, Heinrich-Hertz-Institut, Berlin, Germany
- affiliation (former): TU Berlin, Germany
Other persons with the same name
- Markus Wenzel 0001
![[0000-0002-3753-8280]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-3753-8280")
(aka: Makarius Wenzel) — TU München, Garching, Germany - Markus Wenzel 0003 — Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany
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2020 – today
- 2024
[i6]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:
Synthetic Generation of Dermatoscopic Images with GAN and Closed-Form Factorization. CoRR abs/2410.05114 (2024)- 2023
- [j7]Maximilian Springenberg, Annika Frommholz, Markus Wenzel, Eva Weicken, Jackie Ma, Nils Strodthoff:
From modern CNNs to vision transformers: Assessing the performance, robustness, and classification strategies of deep learning models in histopathology. Medical Image Anal. 87: 102809 (2023) - [i5]Markus Wenzel, Erik Grüner, Nils Strodthoff:
Insights Into the Inner Workings of Transformer Models for Protein Function Prediction. CoRR abs/2309.03631 (2023) - 2022
- [i4]Maximilian Springenberg, Annika Frommholz, Markus Wenzel, Eva Weicken, Jackie Ma, Nils Strodthoff:
From Modern CNNs to Vision Transformers: Assessing the Performance, Robustness, and Classification Strategies of Deep Learning Models in Histopathology. CoRR abs/2204.05044 (2022) - 2021
- [j6]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:
Machine Learning for Health: Algorithm Auditing & Quality Control. J. Medical Syst. 45(12): 105 (2021) - [i3]Johanna Vielhaben, Markus Wenzel, Eva Weicken, Nils Strodthoff:
Predicting the Binding of SARS-CoV-2 Peptides to the Major Histocompatibility Complex with Recurrent Neural Networks. CoRR abs/2104.08237 (2021) - 2020
- [j5]Nils Strodthoff, Patrick Wagner, Markus Wenzel, Wojciech Samek:
UDSMProt: universal deep sequence models for protein classification. Bioinform. 36(8): 2401-2409 (2020) - [j4]Johanna Vielhaben, Markus Wenzel, Wojciech Samek, Nils Strodthoff:
USMPep: universal sequence models for major histocompatibility complex binding affinity prediction. BMC Bioinform. 21(1): 279 (2020) - [j3]Markus Wenzel, Thomas Wiegand:
Toward Global Validation Standards for Health AI. IEEE Commun. Stand. Mag. 4(3): 64-69 (2020) - [j2]Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand:
Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements. npj Digit. Medicine 3 (2020) - [i2]Felix Sattler, Jackie Ma, Patrick Wagner, David Neumann, Markus Wenzel, Ralf Schäfer, Wojciech Samek, Klaus-Robert Müller, Thomas Wiegand:
Risk Estimation of SARS-CoV-2 Transmission from Bluetooth Low Energy Measurements. CoRR abs/2004.11841 (2020)
2010 – 2019
- 2019
- [j1]Giulio Jacucci, Oswald Barral, Pedram Daee, Markus Wenzel, Baris Serim, Tuukka Ruotsalo, Patrik Pluchino, Jonathan Freeman, Luciano Gamberini, Samuel Kaski, Benjamin Blankertz:
Integrating neurophysiologic relevance feedback in intent modeling for information retrieval. J. Assoc. Inf. Sci. Technol. 70(9): 917-930 (2019) - [c6]Johanna Vielhaben, Hüseyin Camalan, Wojciech Samek, Markus Wenzel:
Viewport Forecasting in 360° Virtual Reality Videos with Machine Learning. AIVR 2019: 74-81 - [c5]Markus A. Wenzel, Thomas Wiegand:
Towards International Standards for the Evaluation of Artificial Intelligence for Health. ITU Kaleidoscope 2019: 1-10 - 2018
- [i1]Marcel Salathé, Thomas Wiegand, Markus Wenzel:
Focus Group on Artificial Intelligence for Health. CoRR abs/1809.04797 (2018) - 2015
- [c4]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:
Developing a Symbiotic System for Scientific Information Seeking: The MindSee Project. Symbiotic 2015: 68-80 - [c3]Jan-Eike Golenia, Markus A. Wenzel, Benjamin Blankertz:
Live Demonstrator of EEG and Eye-Tracking Input for Disambiguation of Image Search Results. Symbiotic 2015: 81-86 - [c2]Markus A. Wenzel, Carlos Moreira, Iulia-Alexandra Lungu, Mihail Bogojeski, Benjamin Blankertz:
Neural Responses to Abstract and Linguistic Stimuli with Variable Recognition Latency. Symbiotic 2015: 172-178 - 2014
- [c1]Sebastian Arndt, Markus Wenzel, Jan-Niklas Antons, Friedemann Köster, Sebastian Möller, Gabriel Curio:
A next step towards measuring perceived quality of speech through physiology. INTERSPEECH 2014: 1998-2001
Coauthor Index
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