@unpublished{WinterBlankeLeeningsetal.2023, author = {Nils R. Winter and Julian Blanke and Ramona Leenings and Jan Ernsting and Lukas Fisch and Kelvin Sarink and Carlotta Barkhau and Katharina Thiel and Kira Flinkenfl{\"u}gel and Alexandra Winter and Janik Goltermann and Susanne Meinert and Katharina Dohm and Jonathan Repple and Marius Gruber and Elisabeth Johanna Leehr and Nils Opel and Dominik Grotegerd and Ronny Redlich and Robert Nitsch and Jochen Bauer and Walter Heindel and Joachim Groß and Till Andlauer and Andreas Josef Forstner and Markus Maria N{\"o}then and Marcella Rietschel and Stefan G. Hofmann and Julia-Katharina Pfarr and Lea Teutenberg and Paula Usemann and Florian Thomas-Odenthal and Adrian Wroblewski and Katharina Brosch and Frederike Stein and Andreas Jansen and Hamidreza Jamalabadi and Nina Alexander and Benjamin Straube and Igor Nenadić and Tilo Kircher and Udo Dannlowski and Tim Hahn}, title = {A systematic evaluation of machine learning-based biomarkers for major depressive disorder across modalities}, institution = {Medizin}, pages = {10}, year = {2023}, }