Alexander Effland

Affiliations

Institute for Applied Mathematics, University of Bonn, Germany.

Publications (16)

Renal Denervation Exacerbates LPS- and Antibody-induced Acute Kidney Injury, but Protects from Pyelonephritis in Mice.

Journal of the American Society of Nephrology : JASN

Avec: Alexander M C Böhner , Alice M Jacob , Christoph Heuser , Natascha E Stumpf , Zeinab Abdullah , Catherine Meyer-Schwesiger , Sibylle von Vietinghoff , Christian Kurts

Reduction of Gadolinium-Based Contrast Agents in MRI Using Convolutional Neural Networks and Different Input Protocols: Limited Interchangeability of Synthesized Sequences With Original Full-Dose Images Despite Excellent Quantitative Performance.

Investigative radiology

Avec: Robert Haase , Thomas Pinetz , Zeynep Bendella , Erich Kobler , Daniel Paech , Wolfgang Block , Alexander Radbruch , Katerina Deike-Hofmann

Optical Flow-Guided Cine MRI Segmentation with Learned Corrections.

IEEE transactions on medical imaging

Avec: Antonio Ortiz-Gonzalez , Erich Kobler , Stefan Simon , Leon Bischoff , Sebastian Nowak , Alexander Isaak , Wolfgang Block , Alois M Sprinkart , Ulrike Attenberger , Julian A Luetkens , Eduardo Bayro-Corrochano ,

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

Digital Twinning of Cardiac Electrophysiology Models From the Surface ECG: A Geodesic Backpropagation Approach.

IEEE transactions on bio-medical engineering

Avec: Thomas Grandits , Jan Verhulsdonk , Gundolf Haase , Simone Pezzuto

Image Morphing in Deep Feature Spaces: Theory and Applications.

Journal of mathematical imaging and vision

Avec: 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 , Thomas Pock , Rolf Krause , Gernot Plank , Simone Pezzuto

Combining CNNs and Markov-like Models for Facial Landmark Detection with Spatial Consistency Estimates.

Journal of imaging

Avec: Ahmed Gdoura , Markus Degünther , Birgit Lorenz ,

Artificial T1-Weighted Postcontrast Brain MRI: A Deep Learning Method for Contrast Signal Extraction.

Investigative radiology

Avec: Robert Haase , Thomas Pinetz , Erich Kobler , Zeynep Bendella , Christian Gronemann , Daniel Paech , Alexander Radbruch , Katerina Deike

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

IEEE transactions on pattern analysis and machine intelligence

Avec: Erich Kobler , Karl Kunisch , Thomas Pock

Determining individual glomerular proteinuria and periglomerular infiltration in a cleared murine kidney by a 3D fast-marching algorithm.

Kidney international

Avec: Alexander M C Böhner , Alice M Jacob , Karin A M Böhner , Zeinab Abdullah , Sebastian Brähler , Ulrike I Attenberger , Martin Rumpf , Christian Kurts

Machine Learning-Based Perivascular Space Volumetry in Alzheimer Disease.

Investigative radiology

Avec: Katerina Deike , Andreas Decker , Paul Scheyhing , Julia Harten , Nadine Zimmermann , Daniel Paech , Oliver Peters , Silka D Freiesleben , Luisa-Sophie Schneider , Lukas Preis , Josef Priller , Eike Spruth , Slawek Altenstein , Andrea Lohse , Klaus Fliessbach , Okka Kimmich , Jens Wiltfang , Claudia Bartels , Niels Hansen , Frank Jessen , Ayda Rostamzadeh , Emrah Düzel , Wenzel Glanz , Enise I Incesoy , Michaela Butryn , Katharina Buerger , Daniel Janowitz , Michael Ewers , Robert Perneczky , Boris-Stephan Rauchmann , Stefan Teipel , Ingo Kilimann , Doreen Goerss , Christoph Laske , Matthias H Munk , Annika Spottke , Nina Roy , Michael Wagner , Sandra Roeske , Michael T Heneka , Frederic Brosseron , Alfredo Ramirez , Laura Dobisch , Steffen Wolfsgruber , Luca Kleineidam , Renat Yakupov , Melina Stark , Matthias C Schmid , Moritz Berger , Stefan Hetzer , Peter Dechent , Klaus Scheffler , Gabor C Petzold , Anja Schneider , Alexander Radbruch

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

Journal of mathematical imaging and vision

Avec: Erich Kobler , Karl Kunisch , Thomas Pock

Unprecedented Crisis Calls for Unprecedented Policy Responses.

Applied economic perspectives and policy

Avec: Robert Johansson , Ashley Hungerford , Mirvat Sewadeh , Anne Effland

Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction.

IEEE transactions on medical imaging

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

Artificial Contrast: Deep Learning for Reducing Gadolinium-Based Contrast Agents in Neuroradiology.

Investigative radiology

Avec: Robert Haase , Thomas Pinetz , Erich Kobler , Daniel Paech , Alexander Radbruch , Katerina Deike-Hofmann

Réseau de co-auteurs

Erich Kobler 9 collaborations

Thomas Pock 6 collaborations

Daniel Paech 4 collaborations

Alexander Radbruch 4 collaborations

Robert Haase 3 collaborations

Thomas Pinetz 3 collaborations

Martin Rumpf 3 collaborations

Alexander M C Böhner 2 collaborations

Alice M Jacob 2 collaborations

Zeinab Abdullah 2 collaborations

Christian Kurts 2 collaborations

Zeynep Bendella 2 collaborations

Wolfgang Block 2 collaborations

Katerina Deike-Hofmann 2 collaborations

Thomas Grandits 2 collaborations

Simone Pezzuto 2 collaborations

Katerina Deike 2 collaborations

Karl Kunisch 2 collaborations

Christoph Heuser 1 collaboration

Natascha E Stumpf 1 collaboration

Catherine Meyer-Schwesiger 1 collaboration

Sibylle von Vietinghoff 1 collaboration

Antonio Ortiz-Gonzalez 1 collaboration

Stefan Simon 1 collaboration

Leon Bischoff 1 collaboration

Sebastian Nowak 1 collaboration

Alexander Isaak 1 collaboration

Alois M Sprinkart 1 collaboration

Ulrike Attenberger 1 collaboration

Julian A Luetkens 1 collaboration

Eduardo Bayro-Corrochano 1 collaboration

Anne Brandenburg 1 collaboration

Teresa Klatzer 1 collaboration

Leonie Neuhäuser 1 collaboration

Michael Hölzel 1 collaboration

Jennifer Landsberg 1 collaboration

Jan Verhulsdonk 1 collaboration

Gundolf Haase 1 collaboration

Marko Rajković 1 collaboration

Rolf Krause 1 collaboration

Gernot Plank 1 collaboration

Ahmed Gdoura 1 collaboration

Markus Degünther 1 collaboration

Birgit Lorenz 1 collaboration

Christian Gronemann 1 collaboration

Karin A M Böhner 1 collaboration

Sebastian Brähler 1 collaboration

Ulrike I Attenberger 1 collaboration

Andreas Decker 1 collaboration

Paul Scheyhing 1 collaboration

Julia Harten 1 collaboration

Nadine Zimmermann 1 collaboration

Oliver Peters 1 collaboration

Silka D Freiesleben 1 collaboration

Luisa-Sophie Schneider 1 collaboration

Lukas Preis 1 collaboration

Josef Priller 1 collaboration

Eike Spruth 1 collaboration

Slawek Altenstein 1 collaboration

Andrea Lohse 1 collaboration

Klaus Fliessbach 1 collaboration

Okka Kimmich 1 collaboration

Jens Wiltfang 1 collaboration

Claudia Bartels 1 collaboration

Niels Hansen 1 collaboration

Frank Jessen 1 collaboration

Ayda Rostamzadeh 1 collaboration

Emrah Düzel 1 collaboration

Wenzel Glanz 1 collaboration

Enise I Incesoy 1 collaboration

Michaela Butryn 1 collaboration

Katharina Buerger 1 collaboration

Daniel Janowitz 1 collaboration

Michael Ewers 1 collaboration

Robert Perneczky 1 collaboration

Boris-Stephan Rauchmann 1 collaboration

Stefan Teipel 1 collaboration

Ingo Kilimann 1 collaboration

Doreen Goerss 1 collaboration

Christoph Laske 1 collaboration

Matthias H Munk 1 collaboration

Annika Spottke 1 collaboration

Nina Roy 1 collaboration

Michael Wagner 1 collaboration

Sandra Roeske 1 collaboration

Michael T Heneka 1 collaboration

Frederic Brosseron 1 collaboration

Alfredo Ramirez 1 collaboration

Laura Dobisch 1 collaboration

Steffen Wolfsgruber 1 collaboration

Luca Kleineidam 1 collaboration

Renat Yakupov 1 collaboration

Melina Stark 1 collaboration

Matthias C Schmid 1 collaboration

Moritz Berger 1 collaboration

Stefan Hetzer 1 collaboration

Peter Dechent 1 collaboration

Klaus Scheffler 1 collaboration

Gabor C Petzold 1 collaboration

Anja Schneider 1 collaboration

Robert Johansson 1 collaboration

Ashley Hungerford 1 collaboration

Mirvat Sewadeh 1 collaboration

Anne Effland 1 collaboration

Dominik Narnhofer 1 collaboration

Kerstin Hammernik 1 collaboration

Florian Knoll 1 collaboration