-
Artificial T1-Weighted Postcontrast Brain MRI A Deep Learning Method for Contrast Signal Extraction
Haase, R., Pinetz, T., Kobler, E., Bendella, Z., Gronemann, C., Paech, D., Radbruch, A., Effland, A. & Deike, K., 01 Feb 2025, In: Investigative Radiology. 60, 2, p. 105-113 9 p.Research output: Contribution to journal › Article › peer-review
-
DEALing with Image Reconstruction: Deep Attentive Least Squares
Pourya, M., Kobler, E., Unser, M. & Neumayer, S., 06 Feb 2025, 19 p.Research output: Working paper and reports › Preprint
Open Access -
Differential contrast enhancement using conditional deep learning for Gadolinium dose reduction in brain MR
Pinetz, T., Kobler, E., Haase, R., Luetkens, J. A., Meetschen, M., Haubold, J., Deuschl, C., Radbruch, A., Deike-Homann, K. & Effland, A., 2025, Medical Imaging with Deep Learning – MIDL 2024 Short Papers.Research output: Chapter in Book/Report/Conference proceeding › Conference proceedings › peer-review
-
Metastasis Detection Using True and Artificial T1-Weighted Postcontrast Images in Brain MRI
Haase, R., Pinetz, T., Kobler, E., Bendella, Z., Paech, D., Clauberg, R., Foltyn-Dumitru, M., Wagner, V., Schlamp, K., Heussel, G., Heussel, C. P., Vahlensieck, M., Luetkens, J. A., Schlemmer, H. P., Specht-Riemenschneider, L., Radbruch, A., Effland, A. & Deike, K., 01 May 2025, In: Investigative Radiology. 60, 5, p. 340-348 9 p.Research output: Contribution to journal › Article › peer-review
-
A variable metric proximal stochastic gradient method: An application to classification problems
Cascarano, P., Franchini, G., Kobler, E., Porta, F. & Sebastiani, A., 25 Apr 2024, In: EURO Journal on Computational Optimization. 12, 100088.Research output: Contribution to journal › Article › peer-review
Open Access
Projects
- 5 Active
-
MIRACLE: Mitral Insufficiency: AI based Regurgitation Assessment and Clinical Evaluation
Ferscha, A. (PI), Zierer, A. F. (PI), Schobesberger, M. (Co-PI), Damian, I. (Co-PI), Kobler, E. (Co-PI) & Steinwender, C. (Co-PI)
01.01.2026 → 31.12.2028
Project: Funded research › Other sponsors
-
MIRCALE: Mitral Insufficiency: AI based Regurgitation Assessment and Clinical Evaluation
Zierer, A. F. (Researcher), Ferscha, A. (Researcher), Damian, I. (Researcher), Kobler, E. (Researcher), Benedikt, P. (Researcher), Roschger, C. (Researcher), Kellermair, J. (Researcher), Steinwender, C. (Researcher), Schobesberger, M. (Researcher) & Hochreiter, D. (Researcher)
01.10.2025 → 30.09.2028
Project: Clinical studies › Clinical Study (Funded research)
-
AI prediction of PET positivity in CT scans (PET-KM-CTs)
Krivic, D. (Researcher), Stegemann, M. (PI), Lichtenauer, N. (Researcher), Fuchs, P. (Researcher), Fellner, F. (Researcher), Kronbichler, J. (Researcher), Gabriel, M. (Researcher) & Kobler, E. (Researcher)
01.04.2025 → 31.03.2029
Project: Clinical studies › Clinical Study (Academic - no third-party funds)
-
Cluster of Excellence "Bilateral Artificial Intelligence"
Fürnkranz, J. (PI), Hochreiter, S. (PI), Klambauer, G. (PI), Schedl, M. (PI), Seidl, M. (PI), Widmer, G. (PI), Brandstetter, J. (PI), Kobler, E. (PI), Aichernig, B. (PI), Heisinger, M. (Researcher), Hoedt, P.-J. (Researcher), Pfeiffer, P. (Researcher), Plank, A. (Researcher), Radler, A. (Researcher), Rebola Pardo, A. (Researcher), Lin, W. (Researcher), Eckert, H. (Researcher), Cranganore, S. S. (Researcher), Hartl, A.-R. (Researcher), Plasser, M. (Researcher), Pammer, T. (Researcher), Tommasel, A. (Researcher), Nawaz, S. (Researcher), Masoudian, S. (Researcher) & Freinschlag, R. (Researcher)
01.10.2024 → 30.09.2029
Project: Funded research › FWF - Austrian Science Fund
-
Robust and Interpretable Learned Regularization for Solving Inverse Problems in Medical Imaging
Neumaier, S. (Researcher) & Kobler, E. (PI)
01.08.2024 → 31.07.2027
Project: Funded research › Other mainly public funds
-
DEALing with Image Reconstruction: Deep Attentive Least Squares
Kobler, E. (Speaker)
01 Sept 2025Activity: Talk or presentation › Invited talk › science-to-science
-
DEALing with Image Reconstruction: Deep Attentive Least Square
Kobler, E. (Speaker)
17 Jul 2025Activity: Talk or presentation › Poster presentation › science-to-science
-
Lecture on Deep Learning
Kobler, E. (Speaker)
09 Jul 2025Activity: Talk or presentation › Invited talk › science-to-science
-
DEALing with Image Reconstruction: Deep Attentive Least Square
Kobler, E. (Speaker)
06 Jun 2025Activity: Talk or presentation › Invited talk › science-to-science
-
Patient-Specific Dose Reduction of Gadolinium-based Contrast Agents in MRI
Kobler, E. (Speaker)
10 Apr 2025Activity: Talk or presentation › Invited talk › science-to-science
Press/Media
-
Unscheinbar, aber unverzichtbar: Die stille Macht der Rechenzentren.
Prechtl, E., Mitterlechner, V., Kobler, E. & Winter-Ebmer, R.
13.08.2025
1 item of Media coverage
Press/Media