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Publications

featured publications

  • Posterior marginalization accelerates Bayesian inference for dynamical models of biological processes.

    iScience

    Authors: Elba Raimúndez, Michael Fedders, Jan Hasenauer

  • Accessibility of covariance information creates vulnerability in Federated Learning frameworks.

    Bioinformatics (Oxford, England)

    Authors: Manuel Huth, Jonas Arruda, Roy Gusinow, Lorenzo Contento, Evelina Tacconelli, Jan Hasenauer

  • How European Research Projects Can Support Vaccination Strategies: The Case of the ORCHESTRA Project for SARS-CoV-2.

    Vaccines

    Authors: Anna Maria Azzini, Lorenzo Maria Canziani, Ruth Joanna Davis, Massimo Mirandola, Michael Hoelscher, Laurence Meyer, Cédric Laouénan, Maddalena Giannella, Jesús Rodríguez-Baño, Paolo Boffetta, Dana Mates, Surbhi Malhotra-Kumar, Gabriella Scipione, Caroline Stellmach, Eugenia Rinaldi, Jan Hasenauer, Evelina Tacconelli

  • Cox proportional hazards deep neural network identifies peripheral blood complete remission to be at least equivalent to morphologic complete remission in predicting outcomes of patients treated with azacitidine-A prospective cohort study by the AGMT.

    American journal of hematology

    Authors: Lisa Pleyer, Marc Vaisband, Manuel Drost, Michael Pfeilstöcker, Reinhard Stauder, Sonja Heibl, Heinz Sill, Michael Girschikofsky, Margarete Stampfl-Mattersberger, Angelika Pichler, Bernd Hartmann, Andreas Petzer, Martin Schreder, Clemens A Schmitt, Sonia Vallet, Thomas Melchardt, Armin Zebisch, Petra Pichler, Nadja Zaborsky, Sigrid Machherndl-Spandl, Dominik Wolf, Felix Keil, Jan Hasenauer, Julian Larcher-Senn, Richard Greil

  • Clinical phenotypes and quality of life to define post-COVID-19 syndrome: a cluster analysis of the multinational, prospective ORCHESTRA cohort.

    EClinicalMedicine

    Authors: Elisa Gentilotti, Anna Górska, Adriana Tami, Roy Gusinow, Massimo Mirandola, Jesús Rodríguez Baño, Zaira R Palacios Baena, Elisa Rossi, Jan Hasenauer, Iris Lopes-Rafegas, Elda Righi, Natascia Caroccia, Salvatore Cataudella, Zeno Pasquini, Thomas Osmo, Lidia Del Piccolo, Alessia Savoldi, Samir Kumar-Singh, Fulvia Mazzaferri, Maria Giulia Caponcello, Gerolf de Boer, Gabriel Levy Hara, Pasquale De Nardo, Surbhi Malhotra, Lorenzo Maria Canziani, Jade Ghosn, Aline-Marie Florence, Nadhem Lafhej, Bernardina T F van der Gun, Maddalena Giannella, Cédric Laouénan, Evelina Tacconelli

  • Top publication

    Systemic alterations in neutrophils and their precursors in early-stage chronic obstructive pulmonary disease.

    Cell reports

    Authors: Theodore S Kapellos, Kevin Baßler, Wataru Fujii, Christina Nalkurthi, Anna C Schaar, Lorenzo Bonaguro, Tal Pecht, Izabela Galvao, Shobhit Agrawal, Adem Saglam, Erica Dudkin, Amit Frishberg, Elena de Domenico, Arik Horne, Chantal Donovan, Richard Y Kim, David Gallego-Ortega, Tessa E Gillett, Meshal Ansari, Jonas Schulte-Schrepping, Nina Offermann, Ignazio Antignano, Burcu Sivri, Wenying Lu, Mathew S Eapen, Martina van Uelft, Collins Osei-Sarpong, Maarten van den Berge, Hylke C Donker, Harry J M Groen, Sukhwinder S Sohal, Johanna Klein, Tina Schreiber, Andreas Feißt, Ali Önder Yildirim, Herbert B Schiller, Martijn C Nawijn, Matthias Becker, Kristian Händler, Marc Beyer, Melania Capasso, Thomas Ulas, Jan Hasenauer, Carmen Pizarro, Fabian J Theis, Philip M Hansbro, Dirk Skowasch, Joachim L Schultze

  • Nucleocapsid-specific T cell responses associate with control of SARS-CoV-2 in the upper airways before seroconversion.

    Nature communications

    Authors: Tabea M Eser, Olga Baranov, Manuel Huth, Mohammed I M Ahmed, Flora Deák, Kathrin Held, Luming Lin, Kami Pekayvaz, Alexander Leunig, Leo Nicolai, Georgios Pollakis, Marcus Buggert, David A Price, Raquel Rubio-Acero, Jakob Reich, Philine Falk, Alissa Markgraf, Kerstin Puchinger, Noemi Castelletti, Laura Olbrich, Kanika Vanshylla, Florian Klein, Andreas Wieser, Jan Hasenauer, Inge Kroidl, Michael Hoelscher, Christof Geldmacher

  • Informative and adaptive distances and summary statistics in sequential approximate Bayesian computation.

    PloS one

    Authors: Yannik Schälte, Jan Hasenauer

  • Using machine learning to predict antibody response to SARS-CoV-2 vaccination in solid organ transplant recipients: the multicentre ORCHESTRA cohort.

    Clinical microbiology and infection : the official publication of the European Society of Clinical Microbiology and Infectious Diseases

    Authors: Maddalena Giannella, Manuel Huth, Elda Righi, Jan Hasenauer, Lorenzo Marconi, Angelina Konnova, Akshita Gupta, An Hotterbeekx, Matilda Berkell, Zaira R Palacios-Baena, Maria Cristina Morelli, Mariarosa Tamè, Marco Busutti, Luciano Potena, Elena Salvaterra, Giuseppe Feltrin, Gino Gerosa, Lucrezia Furian, Patrizia Burra, Salvatore Piano, Umberto Cillo, Mara Cananzi, Monica Loy, Gianluigi Zaza, Francesco Onorati, Amedeo Carraro, Fiorella Gastaldon, Maurizio Nordio, Samir Kumar-Singh, Jesús Rodríguez Baño, Tiziana Lazzarotto, Pierluigi Viale, Evelina Tacconelli

  • Validation of genetic variants from NGS data using deep convolutional neural networks.

    BMC bioinformatics

    Authors: Marc Vaisband, Maria Schubert, Franz Josef Gassner, Roland Geisberger, Richard Greil, Nadja Zaborsky, Jan Hasenauer