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Markus Haltmeier

university of innsbruck

32H-index
294Paper Count
4.7KCitation Count
Published Papers 34
Publication Date
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DARE: A Deformable Adaptive Regularization Estimator for learning-based medical image registration
errArtificial Intelligence in Medicine
IF6.2
err2026-04-25
err0
errOAAI
errAhsan Raza Siyal; Markus Haltmeier; Ruth Steiger; Malik Galijasevic; Elke Ruth Gizewski; Astrid Ellen Grams
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Deep Learning Framework for Automated MRI Planimetry in Multiple Sclerosis
errInternational Journal of Biomedical Imaging
IF1.3
err2026-03-06
err0
errOAAI
errStephanie Mangesius; Daniela Schiefeneder; Matthias Schwab; Markus Tiefenthaler; Florian Deisenhammer; Markus Haltmeier; Elke R. Gizewski
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errSave
Cine-CLIP: Reducing Cine-MRI Dimensionality with Temporal Variability for Left Ventricular Ejection Fraction Estimation
errPREDICTIVE INTELLIGENCE IN MEDICINE, PRIME 2025
IF0
err2026-01-01
err0
PREAI
errAlmar-Munoz, Enrique; Elbatel, Marawan; Izquierdo, Cristian; Stepin, Illia; Boonstra, Machteld J.; Li, Xiaomeng; Kremser, Christian; Schwab, Matthias; Petersen, Steffen E.; Haltmeier, Markus; Mayr, Agnes; Lekadir, Karim
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Disagreement-Driven Uncertainty Quantification in Late Gadolinium Enhancement Cardiac MRI
errUNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING, UNSURE 2025
IF0
err2026-01-01
err0
PREAI
errSchwab, Matthias; Haltmeier, Markus; Mayr, Agnes
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errSave
Uncertainty-Guided Active Learning for Access Route Segmentation and Planning in Transcatheter Aortic Valve Implantation
errJournal of Imaging 2025, Vol. 11, Page 318
IF3.3
err2025-09-30
err0
errOAAI
errMahdi Islam; Musarrat Tabassum; Agnes Mayr; Christian Kremser; Markus Haltmeier; Enrique Almar-Munoz
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errSave
Inversion formulas for the attenuated conical Radon transform: Plane and cylinder case
errAPPLIED MATHEMATICS AND COMPUTATION
IF3.4
err2025-03-01
err0
PREAI
errMoon, Sunghwan; Haltmeier, Markus
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errSave
Noisier2Inverse: Self-Supervised Learning for Image Reconstruction With Correlated Noise
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errNadja Gruber; Johannes Schwab; Markus Haltmeier; Ander Biguri; Clemens Dlaska; Gyeongha Hwang
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errSave
Self-supervised learning for improved calibrationless radial MRI with NLINV-Net
errMAGNETIC RESONANCE IN MEDICINE
IF3
err2024-07-30
err0
errOAAI
errBlumenthal, Moritz; Fantinato, Chiara; Unterberg-Buchwald, Christina; Haltmeier, Markus; Wang, Xiaoqing; Uecker, Martin
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errSave
Convergence rates for critical point regularization
errAPPLIED MATHEMATICS AND COMPUTATION
IF3.4
err2024-06-01
err2
errOAAI
errObmann, Daniel; Haltmeier, Markus
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errSave
Design, implementation, and analysis of a compressed sensing photoacoustic projection imaging system
errJOURNAL OF BIOMEDICAL OPTICS
IF2.9
err2024-04-22
err0
errOAAI
errHaltmeier, Markus; Ye, Matthias; Felbermayer, Karoline; Hinterleitner, Florian; Burgholzer, Peter
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errSave
A Lightweight Residual Network for Unsupervised Deformable Image Registration
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errSiyal, Ahsan Raza; Grams, Astrid Ellen; Haltmeier, Markus
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errSave
Plug-and-Play Image Reconstruction Is a Convergent Regularization Method
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2024-01-01
err2
errOAAI
errEbner, Andrea; Haltmeier, Markus
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errSave
A deep learning pipeline for the automated segmentation of posterior limb of internal capsule in preterm neonates
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2022-10-01
err8
errOAAI
errGruber, Nadja; Galijasevic, Malik; Regodic, Milovan; Grams, Astrid Ellen; Siedentopf, Christian; Steiger, Ruth; Hammerl, Marlene; Haltmeier, Markus; Gizewski, Elke Ruth; Janjic, Tanja
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errSave
A Variational View on Statistical Multiscale Estimation
errANNUAL REVIEW OF STATISTICS AND ITS APPLICATION
IF8.7
err2022-03-07
err2
errOAAI
errHaltmeier, Markus; Li, Housen; Munk, Axel
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errSave
Deep structure learning using feature extraction in trained projection space
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2021-06-01
err3
errOAAI
errAngermann, Christoph; Haltmeier, Markus
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errSave
Breaking the resolution limit in photoacoustic imaging using non-negativity and sparsity
errPHOTOACOUSTICS
IF6.8
err2020-09-01
err13
errOAAI
errBurgholzer, P.; Bauer-Marschallinger, J.; Haltmeier, M.
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errSave
Photoacoustic reconstruction from photothermal measurements including prior information
errPHOTOACOUSTICS
IF6.8
err2020-09-01
err16
errOAAI
errThummerer, G.; Mayr, G.; Haltmeier, M.; Burgholzer, P.
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errSave
Neural networks-based regularization for large-scale medical image reconstruction
errPHYSICS IN MEDICINE AND BIOLOGY
IF3.4
err2020-07-01
err26
errOAAI
errKofler, A.; Haltmeier, M.; Schaeffter, T.; Kachelriess, M.; Dewey, M.; Wald, C.; Kolbitsch, C.
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A machine learning framework for customer purchase prediction in the non-contractual setting
errEUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF6
err2020-03-01
err114
PREAI
errMartinez, Andres; Schmuck, Claudia; Pereverzyev, Sergiy, Jr.; Pirker, Clemens; Haltmeier, Markus
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errSave
Phospholipid Acyl Chain Diversity Controls the Tissue-Specific Assembly of Mitochondrial Cardiolipins
errCELL REPORTS
IF6.9
err2020-03-01
err75
errOAAI
errOemer, Gregor; Koch, Jakob; Wohlfarter, Yvonne; Alam, Mohammad T.; Lackner, Katharina; Sailer, Sabrina; Neumann, Lukas; Lindner, Herbert H.; Watschinger, Katrin; Haltmeier, Markus; Werner, Ernst R.; Zschocke, Johannes; Keller, Markus A.
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Stefan W. Hell
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Simon P. Driver
H-index: 102 · Papers: 650
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J. Loveday
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Jens Frahm
H-index: 96 · Papers: 681
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