Fabian Kiessling

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 10

Top Topics

Biomedical Imaging

Disease Progression

Top Venues

IEEE Trans. Medical Imaging

Nat. Mac. Intell.

Publications

Raphael Schäfer, Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, Johannes Lotz, Fabian Kiessling
Overcoming data scarcity in biomedical imaging with a foundational multi-task model. Nat. Comput. Sci. 4 (7) (2024)
Raphael Schäfer, Till Nicke, Henning Höfener, Annkristin Lange, Dorit Merhof, Friedrich Feuerhake, Volkmar Schulz, Johannes Lotz, Fabian Kiessling
Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model. CoRR (2023)
Irene E. Vignon-Clementel, Nick Jagiella, Jules Dichamp, Jérôme Kowalski, Wiltrud Lederle, Hendrik Laue, Fabian Kiessling, Oliver Sedlaczek, Dirk Drasdo
A proof-of-concept pipeline to guide evaluation of tumor tissue perfusion by dynamic contrast-agent imaging: Direct simulation and inverse tracer-kinetic procedures. Frontiers Bioinform. 3 (2023)
Tianyu Han, Jakob Nikolas Kather, Federico Pedersoli, Markus Zimmermann, Sebastian Keil, Maximilian Schulze-Hagen, Marc Terwoelbeck, Peter Isfort, Christoph Haarburger, Fabian Kiessling, Christiane Kuhl, Volkmar Schulz, Sven Nebelung, Daniel Truhn
Image prediction of disease progression for osteoarthritis by style-based manifold extrapolation. Nat. Mac. Intell. 4 (11) (2022)
Franziska Schollemann, Carina Barbosa Pereira, Stefanie Rosenhain, Andreas Follmann, Felix Gremse, Fabian Kiessling, Michael Czaplik, Mauren Abreu de Souza
An Anatomical Thermal 3D Model in Preclinical Research: Combining CT and Thermal Images. Sensors 21 (4) (2021)
Tianyu Han, Jakob Nikolas Kather, Federico Pedersoli, Markus Zimmermann, Sebastian Keil, Maximilian Schulze-Hagen, Marc Terwoelbeck, Peter Isfort, Christoph Haarburger, Fabian Kiessling, Volkmar Schulz, Christiane Kuhl, Sven Nebelung, Daniel Truhn
Predicting Osteoarthritis Progression in Radiographs via Unsupervised Representation Learning. CoRR (2021)
Jochen Franke, Nicoleta Baxan, Heinrich Lehr, Ulrich Heinen, Sebastian Reinartz, Jörg Schnorr, Michael Heidenreich, Fabian Kiessling, Volkmar Schulz
Hybrid MPI-MRI System for Dual-Modal In Situ Cardiovascular Assessments of Real-Time 3D Blood Flow Quantification - A Pre-Clinical In Vivo Feasibility Investigation. IEEE Trans. Medical Imaging 39 (12) (2020)
Tianyu Han, Sven Nebelung, Federico Pedersoli, Markus Zimmermann, Maximilian Schulze-Hagen, Michael Ho, Christoph Haarburger, Fabian Kiessling, Christiane Kuhl, Volkmar Schulz, Daniel Truhn
Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization. CoRR (2020)
Benjamin Goldschmidt, David Schug, Christoph W. Lerche, André Salomon, Pierre Gebhardt, Bjoern Weissler, Jakob Wehner, Peter M. Dueppenbecker, Fabian Kiessling, Volkmar Schulz
Software-Based Real-Time Acquisition and Processing of PET Detector Raw Data. IEEE Trans. Biomed. Eng. 63 (2) (2016)
Felix Gremse, Andreas Höfter, Lukas Razik, Fabian Kiessling, Uwe Naumann
GPU-accelerated adjoint algorithmic differentiation. Comput. Phys. Commun. 200 (2016)
Felix Gremse, Andreas Höfter, Lars Ole Schwen, Fabian Kiessling, Uwe Naumann
GPU-Accelerated Sparse Matrix-Matrix Multiplication by Iterative Row Merging. SIAM J. Sci. Comput. 37 (1) (2015)
Bjoern Weissler, Pierre Gebhardt, Peter M. Dueppenbecker, Jakob Wehner, David Schug, Christoph W. Lerche, Benjamin Goldschmidt, André Salomon, Iris Verel, Edwin Heijman, Michael Perkuhn, Dirk Heberling, René M. Botnar, Fabian Kiessling, Volkmar Schulz
A Digital Preclinical PET/MRI Insert and Initial Results. IEEE Trans. Medical Imaging 34 (11) (2015)
Lars Ole Schwen, Markus Krauss, Christoph Niederalt, Felix Gremse, Fabian Kiessling, Andrea Schenk, Tobias Preusser, Lars Kuepfer
Spatio-Temporal Simulation of First Pass Drug Perfusion in the Liver. PLoS Comput. Biol. 10 (3) (2014)
André Salomon, Benjamin Goldschmidt, René M. Botnar, Fabian Kiessling, Volkmar Schulz
A Self-Normalization Reconstruction Technique for PET Scans Using the Positron Emission Data. IEEE Trans. Medical Imaging 31 (12) (2012)