Thomas Pock - Publications, H-index & Citations

Thomas Pock

graz university of technology

59H指数

316论文数

2.4W被引数

收录论文 26

发表时间

Total Variation-Based Image Decomposition and Denoising for Microscopy Images 基于全变分图像分解与去噪的显微图像处理

Microscopy and Microanalysis

IF3

2026-05-23

PREAI

Corrias, Marco; Franceschi, Giada; Riva, Michele; Tampieri, Alberto; Fottinger, Karin; Diebold, Ulrike; Pock, Thomas; Franchini, Cesare

Diffusion at Absolute Zero: Langevin Sampling Using Successive Moreau Envelopes 绝对零度下的扩散：使用连续莫罗包络的朗之万采样

SIAM Journal on Imaging Sciences

IF2.3

2026-01-01

PREAI

Habring, Andreas; Falk, Alexander; Zach, Martin; Pock, Thomas

Image-based analysis of long-term biocrust degradation utilizing joint energy-based deep learning 基于联合能量型深度学习的方法对长期生物结皮退化的图像分析

Ecological Informatics

IF7.3

2025-12-05

OAAI

Stefan Herdy; Philipp Faulhammer; Emilio Rodríguez-Caballero; Erika Geiger; Jayne Belnap; Thomas Pock; Bettina Weber

Evaluating artificial intelligence-enabled medical tests in cardiology: Best practice 评估人工智能赋能的心脏病学医疗检测：最佳实践

IJC Heart & Vasculature

IF2.5

2025-08-30

PREAI

Jonas L. Isaksen; Malene Nørregaard; Martin Manninger; Dobromir Dobrev; Thomas Jespersen; Ben Hermans; Jordi Heijman; Gernot Plank; Daniel Scherr; Thomas Pock; Vajira Thambawita; Michael A. Riegler; Jørgen K. Kanters; Dominik Linz

FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms FlowSDF：使用距离变换进行医学图像分割的流匹配

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2025-03-22

OAAI

Bogensperger, Lea; Narnhofer, Dominik; Falk, Alexander; Schindler, Konrad; Pock, Thomas

Utilization of deep learning tools to map and monitor biological soil crusts

ECOLOGICAL INFORMATICS

IF7.3

2024-03-01

OAAI

Herdy, Stefan; Rodriguez-Caballero, Emilio; Pock, Thomas; Weber, Bettina

Stable Deep MRI Reconstruction Using Generative Priors

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2023-12-01

OAAI

Zach, Martin; Knoll, Florian; Pock, Thomas

Quantum transport in open spin chains using neural-network quantum states

PHYSICAL REVIEW B

IF3.7

2023-05-01

OAAI

Mellak, Johannes; Arrigoni, Enrico; Pock, Thomas; von der Linden, Wolfgang

Deep Learning Reconstruction Enables Prospectively Accelerated Clinical Knee MRI

RADIOLOGY

IF15.2

2023-04-01

OAAI

Johnson, Patricia M.; Lin, Dana J.; Zbontar, Jure; Zitnick, C. Lawrence; Sriram, Anuroop; Muckley, Matthew; Babb, James S.; Kline, Mitchell; Ciavarra, Gina; Alaia, Erin; Samim, Mohammad; Walter, William R.; Calderon, Liz; Pock, Thomas; Sodickson, Daniel K.; Recht, Michael P.; Knoll, Florian

An ultrastructural 3D reconstruction method for observing the arrangement of collagen fibrils and proteoglycans in the human aortic wall under mechanical load

ACTA BIOMATERIALIA

IF9.6

2022-03-01

OAAI

Pukaluk, Anna; Wittgenstein, Anna-Sophie; Leitinger, Gerd; Kolb, Dagmar; Pernitsch, Dominique; Schneider, Sarah A.; Knoebelreiter, Patrick; Horak, Verena; Bredies, Kristian; Holzapfel, Gerhard A.; Pock, Thomas; Sommer, Gerhard

Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2022-02-01

OAAI

Narnhofer, Dominik; Effland, Alexander; Kobler, Erich; Hammernik, Kerstin; Knoll, Florian; Pock, Thomas

A Framework for the generation of digital twins of cardiac electrophysiology from clinical 12-leads ECGs

MEDICAL IMAGE ANALYSIS

IF11.8

2021-07-01

OAAI

Gillette, Karli; Gsell, Matthias A. F.; Prassl, Anton J.; Karabelas, Elias; Reiter, Ursula; Reiter, Gert; Grandits, Thomas; Payer, Christian; Stern, Darko; Urschler, Martin; Bayer, Jason D.; Augustin, Christoph M.; Neic, Aurel; Pock, Thomas; Vigmond, Edward J.; Plank, Gernot

Learned Collaborative Stereo Refinement

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2021-06-20

OAAI

Knobelreiter, Patrick; Pock, Thomas

Automatic reconstruction of the left atrium activation from sparse intracardiac contact recordings by inverse estimate of fibre structure and anisotropic conduction in a patient-specific model 通过患者特定模型中的纤维结构和各向异性传导的反向估计，从稀疏的心内接触记录自动重建左心房激活

EUROPACE

IF7.4

2021-03-04

PREAI

Lubrecht, Jolijn M.; Grandits, Thomas; Gharaviri, Ali; Schotten, Ulrich; Pock, Thomas; Plank, Gernot; Krause, Rolf; Auricchio, Angelo; Conte, Giulio; Pezzuto, Simone

An inverse Eikonal method for identifying ventricular activation sequences from epicardial activation maps

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2020-10-01

OAAI

Grandits, Thomas; Gillette, Karli; Neic, Aurel; Bayer, Jason; Vigmond, Edward; Pock, Thomas; Plank, Gernot

Deep-Learning Methods for Parallel Magnetic Resonance Imaging Reconstruction: A Survey of the Current Approaches, Trends, and Issues

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2020-01-01

214

OAAI