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Publications

featured publications

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

    Investigative radiology

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

  • 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

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

  • Top publication

    Bayesian Uncertainty Estimation of Learned Variational MRI Reconstruction

    IEEE transactions on medical imaging

    Authors: Narnhofer D, Effland A, et int., Pock T

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

    International journal for numerical methods in biomedical engineering

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

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

    Journal of the American Society of Nephrology : JASN

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

  • Image Morphing in Deep Feature Spaces: Theory and Applications.

    Journal of mathematical imaging and vision

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

  • 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

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