Jens Kleesiek

Full Professor, Institute for AI in Medicine (IKIM), University Medicine Essen

Joined

February 2019

Names

Jens Kleesiek

Emails

****@uni-heidelberg.de (Confirmed)

****@uk-essen.de (Confirmed)

Personal Links

Career & Education History

Full Professor

Institute for AI in Medicine (IKIM), University Medicine Essen (uk-essen.de)

2020 – Present

Advisors, Relations & Conflicts

Coauthor

Rafaå Tarnawski

2016 – 2016

Coauthor

Klaus Maier-hein

2016 – 2016

Coauthor

Joanna Polanska

2016 – 2016

Coauthor

Franciszek Binczyk

2016 – 2016

Coauthor

Bram Stieltjes

2016 – 2016

Coauthor

Bram Stieltjes

2016 – 2016

Coauthor

Ullrich Koethe

2016 – 2016

Coauthor

Barbara Bobek-billewicz

2016 – 2016

Coauthor

Armin Biller

2015 – 2016

Coauthor

Kai Ueltzhoeffer

2015 – 2015

Expertise

Biomedical Imaging

Present

Machie Learning

Present

Publications

PhaseGen: A Diffusion-Based Approach for Complex-Valued MRI Data Generation
Moritz Rempe, Fabian Hörst, Helmut Becker, Marco Schlimbach, Lukas T. Rotkopf, Kevin Kröninger, Jens Kleesiek
- OpenReview Archive Direct Upload
- Readers: Everyone
Unified Causal Discovery and Missing Data Imputation
Osman Mian, Jens Kleesiek, Michael Kamp
- AISTATS 2026 Poster
- Readers: Everyone
Whom to Trust? Adaptive Collaboration in Personalized Federated Learning
Amr Abourayya, Jens Kleesiek, Bharat Rao, Michael Kamp
- Submitted to ICLR 2026
- Readers: Everyone
Flatness is Necessary, Neural Collapse is Not: Rethinking Generalization via Grokking
Ting Han, Linara Adilova, Henning Petzka, Jens Kleesiek, Michael Kamp
- NeurIPS 2025 poster
- Readers: Everyone
Filters, Thresholds, and Geodesic Distances for Scribble-based Interactive Segmentation of Medical Images
Zdravko Marinov, Alexander Jaus, Jens Kleesiek, Rainer Stiefelhagen
- CVPR24 MedSAMonLaptop
- Readers: Everyone
Taking a Step Back: Revisiting Classical Approaches for Efficient Interactive Segmentation of Medical Images
Zdravko Marinov, Alexander Jaus, Jens Kleesiek, Rainer Stiefelhagen
- CVPR24 MedSAMonLaptop
- Readers: Everyone
FootCapture: Towards an AR-based System for 3D Foot Object Acquisition through Photogrammetry
Valentin Khan-Blouki, Franziska Seiz, Nicolas Walter, Alexander Jaus, Zdravko Marinov, Gijs Luijten, Jan Egger, Constantin Marc Seibold, Dirk Solte, Jens Kleesiek, Rainer Stiefelhagen
- MIDL 2024 Short Papers
- Readers: Everyone
"A net for everyone": fully personalized and unsupervised neural networks trained with longitudinal data from a single patient
Christian Strack, Kelsey L. Pomykala, Heinz-Peter Schlemmer, Jan Egger, Jens Kleesiek
- Published: 01 Jan 2023, Last Modified: 10 Nov 2023
- BMC Medical Imaging 2023
- Readers: Everyone
Protecting Sensitive Data through Federated Co-Training
Amr Abourayya, Jens Kleesiek, Kanishka Rao, Erman Ayday, Bharat Rao, Geoffrey I. Webb, Michael Kamp
- Submitted to ICLR 2024
- Readers: Everyone
Towards clinical applicability and computational efficiency in automatic cranial implant design: An overview of the AutoImplant 2021 cranial implant design challenge
Jianning Li, David G. Ellis, Oldrich Kodym, Laurèl Rauschenbach, Christoph Rieß, Ulrich Sure, Karsten H. Wrede, Carlos M. Alvarez, Marek Wodzinski, Mateusz Daniol, Daria Hemmerling, Hamza Mahdi, Allison Clement, Evan Kim, Zachary Fishman, Cari M. Whyne, James G. Mainprize, Michael R. Hardisty, Shashwat Pathak, Chitimireddy Sindhura et al. (17 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 10 Nov 2023
- Medical Image Anal. 2023
- Readers: Everyone

View all 84 publications

Co-Authors

View all 362 co-authors