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featured publications

  • Deep Learning-Based Signal Amplification of T1-Weighted Single-Dose Images Improves Metastasis Detection in Brain MRI.

    Investigative radiology

    Authors: Robert Haase, Thomas Pinetz, Erich Kobler, Zeynep Bendella, Stefan Zülow, Arndt-Hendrik Schievelkamp, Frederic Carsten Schmeel, Sarah Panahabadi, Anna Magdalena Stylianou, Daniel Paech, Martha Foltyn-Dumitru, Verena Wagner, Kai Schlamp, Gudula Heussel, Mathias Holtkamp, Claus Peter Heussel, Martin Vahlensieck, Julian A Luetkens, Heinz-Peter Schlemmer, Johannes Haubold, Alexander Radbruch, Alexander Effland, Cornelius Deuschl, Katerina Deike

  • Deep Learning-Based SD-OCT Layer Segmentation Quantifies Outer Retina Changes in Patients With Biallelic RPE65 Mutations Undergoing Gene Therapy.

    Investigative ophthalmology & visual science

    Authors: German Pinedo-Diaz, Birgit Lorenz, Sandrine H Künzel, Sarah Thiele, Susana Ortega-Cisneros, Eduardo Bayro Corrochano, Frank G Holz, Alexander Effland

  • Metastasis Detection Using True and Artificial T1-Weighted Postcontrast Images in Brain MRI.

    Investigative radiology

    Authors: Robert Haase, Thomas Pinetz, Erich Kobler, Zeynep Bendella, Daniel Paech, Ralf Clauberg, Martha Foltyn-Dumitru, Verena Wagner, Kai Schlamp, Gudula Heussel, Claus Peter Heussel, Martin Vahlensieck, Julian A Luetkens, Heinz-Peter Schlemmer, Louisa Specht-Riemenschneider, Alexander Radbruch, Alexander Effland, Katerina Deike

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

    Investigative radiology

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

  • Machine Learning-Based Perivascular Space Volumetry in Alzheimer Disease.

    Investigative radiology

    Authors: 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 Effland, Alexander Radbruch

  • Top publication

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

    Kidney international

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

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

    Journal of imaging

    Authors: Ahmed Gdoura, Markus Degünther, Birgit Lorenz, Alexander Effland

  • 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