Thomas Pock

Affiliations

1Institute of Computer Graphics and Vision, Graz University of Technology, Graz, Austria.

Publications (21)

Variational Networks: An Optimal Control Approach to Early Stopping Variational Methods for Image Restoration.

Journal of mathematical imaging and vision

Avec: Alexander Effland , Erich Kobler , Karl Kunisch , Thomas Pock

Spermatogonial stem cells: updates from specification to clinical relevance.

Human reproduction update

Avec: Swati Sharma , Joachim Wistuba , Tim Pock , Stefan Schlatt , Nina Neuhaus

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.

Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology

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

Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction.

IEEE transactions on medical imaging

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

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

Acta biomaterialia

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

Human fertilization in vivo and in vitro requires the CatSper channel to initiate sperm hyperactivation.

The Journal of clinical investigation

Avec: Samuel Young , Christian Schiffer , Alice Wagner , Jannika Patz , Anton Potapenko , Leonie Herrmann , Verena Nordhoff , Tim Pock , Claudia Krallmann , Birgit Stallmeyer , Albrecht Röpke , Michelina Kierzek , Cristina Biagioni , Tao Wang , Lars Haalck , Dirk Deuster , Jan N Hansen , Dagmar Wachten , Benjamin Risse , Hermann M Behre , Stefan Schlatt , Sabine Kliesch , Frank Tüttelmann , Christoph Brenker , Timo Strünker

Image Morphing in Deep Feature Spaces: Theory and Applications.

Journal of mathematical imaging and vision

Avec: Alexander Effland , Erich Kobler , Thomas Pock , Marko Rajković , Martin Rumpf

GEASI: Geodesic-based earliest activation sites identification in cardiac models.

International journal for numerical methods in biomedical engineering

Avec: Thomas Grandits , Alexander Effland , Thomas Pock , Rolf Krause , Gernot Plank , Simone Pezzuto

Learning atrial fiber orientations and conductivity tensors from intracardiac maps using physics-informed neural networks.

Functional imaging and modeling of the heart : ... International Workshop, FIMH ..., proceedings. FIMH

Avec: Thomas Grandits , Simone Pezzuto , Francisco Sahli Costabal , Paris Perdikaris , Thomas Pock , Gernot Plank , Rolf Krause

A joint alignment and reconstruction algorithm for electron tomography to visualize in-depth cell-to-cell interactions.

Histochemistry and cell biology

Avec: Lea Bogensperger , Erich Kobler , Dominique Pernitsch , Petra Kotzbeck , Thomas R Pieber , Thomas Pock , Dagmar Kolb

Joint reconstruction and classification of tumor cells and cell interactions in melanoma tissue sections with synthesized training data.

International journal of computer assisted radiology and surgery

Avec: Alexander Effland , Erich Kobler , Anne Brandenburg , Teresa Klatzer , Leonie Neuhäuser , Michael Hölzel , Jennifer Landsberg , Thomas Pock , Martin Rumpf

GM-CSF perturbs cell identity in mouse pre-implantation embryos.

PloS one

Avec: Tim Pock , Katharina Schulte , Stefan Schlatt , Michele Boiani , Verena Nordhoff

Deep Learning Reconstruction Enables Prospectively Accelerated Clinical Knee MRI.

Radiology

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

Stable Deep MRI Reconstruction Using Generative Priors.

IEEE transactions on medical imaging

Avec: Martin Zach , Florian Knoll , Thomas Pock

Assessment of the generalization of learned image reconstruction and the potential for transfer learning.

Magnetic resonance in medicine

Avec: Florian Knoll , Kerstin Hammernik , Erich Kobler , Thomas Pock , Michael P Recht , Daniel K Sodickson

A Convex Variational Model for Learning Convolutional Image Atoms from Incomplete Data.

Journal of mathematical imaging and vision

Avec: A Chambolle , M Holler , T Pock

Total Deep Variation: A Stable Regularization Method for Inverse Problems.

IEEE transactions on pattern analysis and machine intelligence

Avec: Erich Kobler , Alexander Effland , Karl Kunisch , Thomas Pock

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

Medical image analysis

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

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

IEEE signal processing magazine

Avec: Florian Knoll , Kerstin Hammernik , Chi Zhang , Steen Moeller , Thomas Pock , Daniel K Sodickson , Mehmet Akçakaya

An Inverse Eikonal Method for Identifying Ventricular Activation Sequences from Epicardial Activation Maps.

Journal of computational physics

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

PIEMAP: Personalized Inverse Eikonal Model from cardiac Electro-Anatomical Maps.

Statistical atlases and computational models of the heart. STACOM (Workshop)

Avec: Thomas Grandits , Simone Pezzuto , Jolijn M Lubrecht , Thomas Pock , Gernot Plank , Rolf Krause

Réseau de co-auteurs

Erich Kobler 7 collaborations

Alexander Effland 6 collaborations

Thomas Grandits 6 collaborations

Gernot Plank 6 collaborations

Florian Knoll 5 collaborations

Rolf Krause 4 collaborations

Simone Pezzuto 4 collaborations

Tim Pock 3 collaborations

Stefan Schlatt 3 collaborations

Kerstin Hammernik 3 collaborations

Daniel K Sodickson 3 collaborations

Karl Kunisch 2 collaborations

Jolijn M Lubrecht 2 collaborations

Dagmar Kolb 2 collaborations

Dominique Pernitsch 2 collaborations

Verena Nordhoff 2 collaborations

Martin Rumpf 2 collaborations

Michael P Recht 2 collaborations

Karli Gillette 2 collaborations

Aurel Neic 2 collaborations

Swati Sharma 1 collaboration

Joachim Wistuba 1 collaboration

Nina Neuhaus 1 collaboration

Ali Gharaviri 1 collaboration

Ulrich Schotten 1 collaboration

Angelo Auricchio 1 collaboration

Giulio Conte 1 collaboration

Dominik Narnhofer 1 collaboration

Anna Pukaluk 1 collaboration

Anna-Sophie Wittgenstein 1 collaboration

Gerd Leitinger 1 collaboration

Sarah A Schneider 1 collaboration

Patrick Knöbelreiter 1 collaboration

Verena Horak 1 collaboration

Kristian Bredies 1 collaboration

Gerhard A Holzapfel 1 collaboration

Gerhard Sommer 1 collaboration

Samuel Young 1 collaboration

Christian Schiffer 1 collaboration

Alice Wagner 1 collaboration

Jannika Patz 1 collaboration

Anton Potapenko 1 collaboration

Leonie Herrmann 1 collaboration

Claudia Krallmann 1 collaboration

Birgit Stallmeyer 1 collaboration

Albrecht Röpke 1 collaboration

Michelina Kierzek 1 collaboration

Cristina Biagioni 1 collaboration

Tao Wang 1 collaboration

Lars Haalck 1 collaboration

Dirk Deuster 1 collaboration

Jan N Hansen 1 collaboration

Dagmar Wachten 1 collaboration

Benjamin Risse 1 collaboration

Hermann M Behre 1 collaboration

Sabine Kliesch 1 collaboration

Frank Tüttelmann 1 collaboration

Christoph Brenker 1 collaboration

Timo Strünker 1 collaboration

Marko Rajković 1 collaboration

Francisco Sahli Costabal 1 collaboration

Paris Perdikaris 1 collaboration

Lea Bogensperger 1 collaboration

Petra Kotzbeck 1 collaboration

Thomas R Pieber 1 collaboration

Anne Brandenburg 1 collaboration

Teresa Klatzer 1 collaboration

Leonie Neuhäuser 1 collaboration

Michael Hölzel 1 collaboration

Jennifer Landsberg 1 collaboration

Katharina Schulte 1 collaboration

Michele Boiani 1 collaboration

Patricia M Johnson 1 collaboration

Dana J Lin 1 collaboration

Jure Zbontar 1 collaboration

C Lawrence Zitnick 1 collaboration

Anuroop Sriram 1 collaboration

Matthew Muckley 1 collaboration

James S Babb 1 collaboration

Mitchell Kline 1 collaboration

Gina Ciavarra 1 collaboration

Erin Alaia 1 collaboration

Mohammad Samim 1 collaboration

William R Walter 1 collaboration

Liz Calderon 1 collaboration

Martin Zach 1 collaboration

A Chambolle 1 collaboration

M Holler 1 collaboration

T Pock 1 collaboration

Matthias A F Gsell 1 collaboration

Anton J Prassl 1 collaboration

Elias Karabelas 1 collaboration

Ursula Reiter 1 collaboration

Gert Reiter 1 collaboration

Christian Payer 1 collaboration

Darko Štern 1 collaboration

Martin Urschler 1 collaboration

Jason D Bayer 1 collaboration

Christoph M Augustin 1 collaboration

Edward J Vigmond 1 collaboration

Chi Zhang 1 collaboration

Steen Moeller 1 collaboration

Mehmet Akçakaya 1 collaboration

Jason Bayer 1 collaboration

Edward Vigmond 1 collaboration