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Publications

featured publications

  • Machine Learning Methods for Precision Dosing in Anticancer Drug Therapy: A Scoping Review.

    Clinical pharmacokinetics

    Authors: Olga Teplytska, Moritz Ernst, Luca Marie Koltermann, Diego Valderrama, Elena Trunz, Marc Vaisband, Jan Hasenauer, Holger Fröhlich, Ulrich Jaehde

  • Top publication

    An amortized approach to non-linear mixed-effects modeling based on neural posterior estimation

    Proceedings of Machine Learning Research

    Authors: Jonas Arruda, Yannik Schälte, Clemens Peiter, Olga Teplytska, Ulrich Jaehde, Jan Hasenauer

  • Retro Mode Imaging for Detection and Quantification of Sub-RPE Drusen and Subretinal Drusenoid Deposits in Age-Related Macular Degeneration.

    Journal of clinical medicine

    Authors: Marlene Saßmannshausen, Leyla Sautbaeva, Leon Alexander von der Emde, Marc Vaisband, Kenneth R Sloan, Jan Hasenauer, Frank G Holz, Thomas Ach

  • Tailoring COVID-19 Vaccination Strategies in High-Seroprevalence Settings: Insights from Ethiopia.

    Vaccines

    Authors: Esayas Kebede Gudina, Kira Elsbernd, Daniel Yilma, Rebecca Kisch, Karina Wallrafen-Sam, Gemeda Abebe, Zeleke Mekonnen, Melkamu Berhane, Mulusew Gerbaba, Sultan Suleman, Yoseph Mamo, Raquel Rubio-Acero, Solomon Ali, Ahmed Zeynudin, Simon Merkt, Jan Hasenauer, Temesgen Kabeta Chala, Andreas Wieser, Arne Kroidl

  • Efficient parameter estimation for ODE models of cellular processes using semi-quantitative data.

    Bioinformatics (Oxford, England)

    Authors: Domagoj Dorešić, Stephan Grein, Jan Hasenauer

  • Missing data in amortized simulation-based neural posterior estimation.

    PLoS computational biology

    Authors: Zijian Wang, Jan Hasenauer, Yannik Schälte

  • Evolution of protective SARS-CoV-2-specific B and T cell responses upon vaccination and Omicron breakthrough infection.

    iScience

    Authors: Mohamed I M Ahmed, Sebastian Einhauser, Clemens Peiter, Antonia Senninger, Olga Baranov, Tabea M Eser, Manuel Huth, Laura Olbrich, Noemi Castelletti, Raquel Rubio-Acero, George Carnell, Jonathan Heeney, Inge Kroidl, Kathrin Held, Andreas Wieser, Christian Janke, Michael Hoelscher, Jan Hasenauer, Ralf Wagner, Christof Geldmacher

  • Top publication

    From Planning Stage Towards FAIR Data: A Practical Metadatasheet For Biomedical Scientists.

    Scientific data

    Authors: Lea Seep, Stephan Grein, Iva Splichalova, Danli Ran, Mickel Mikhael, Staffan Hildebrand, Mario Lauterbach, Karsten Hiller, Dalila Juliana Silva Ribeiro, Katharina Sieckmann, Ronja Kardinal, Hao Huang, Jiangyan Yu, Sebastian Kallabis, Janina Behrens, Andreas Till, Viktoriya Peeva, Akim Strohmeyer, Johanna Bruder, Tobias Blum, Ana Soriano-Arroquia, Dominik Tischer, Katharina Kuellmer, Yuanfang Li, Marc Beyer, Anne-Kathrin Gellner, Tobias Fromme, Henning Wackerhage, Martin Klingenspor, Wiebke K Fenske, Ludger Scheja, Felix Meissner, Andreas Schlitzer, Elvira Mass, Dagmar Wachten, Eicke Latz, Alexander Pfeifer, Jan Hasenauer

  • Impact of lens autofluorescence and opacification on retinal imaging.

    BMJ open ophthalmology

    Authors: Leon von der Emde, Geena C Rennen, Marc Vaisband, Jan Hasenauer, Raffael Liegl, Monika Fleckenstein, Maximilian Pfau, Frank G Holz, Thomas Ach

  • Top publication

    Long-term monitoring of SARS-CoV-2 seroprevalence and variants in Ethiopia provides prediction for immunity and cross-immunity.

    Nature communications

    Authors: Simon Merkt, Solomon Ali, Esayas Kebede Gudina, Wondimagegn Adissu, Addisu Gize, Maximilian Muenchhoff, Alexander Graf, Stefan Krebs, Kira Elsbernd, Rebecca Kisch, Sisay Sirgu Betizazu, Bereket Fantahun, Delayehu Bekele, Raquel Rubio-Acero, Mulatu Gashaw, Eyob Girma, Daniel Yilma, Ahmed Zeynudin, Ivana Paunovic, Michael Hoelscher, Helmut Blum, Jan Hasenauer, Arne Kroidl, Andreas Wieser