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pyAKI—An open source solution to automated acute kidney injury classification

Porschen, Christian and Ernsting, Jan and Brauckmann, Paul and Weiss, Raphael and Würdemann, Till and Booke, Hendrik and Amini, Wida and Maidowski, Ludwig and Risse, Benjamin and Hahn, Tim and von Groote, Thilo (2025)
In: PloS one, 20(1)
Type of Publication: Research article (journal)

pyAKI - An Open Source Solution to Automated KDIGO classification

Porschen C; Ernsting J; Brauckmann P; Weiss R; Würdemann T; Booke H; Amini W; Maidowski L; Risse B; Hahn T; Groote T (2024)
In: https://arxiv.org
Type of Publication: Research article in digital collection

A Systematic Evaluation of Machine Learning--Based Biomarkers for Major Depressive Disorder

Winter NR; Blanke J; Leenings R; Ernsting J; Fisch L; Sarink K; Barkhau C; Emden D; Thiel K; Flinkenflügel K; Winter A; Goltermann J; Meinert S; Dohm K; Repple J; Gruber M; Leehr EJ; Opel N; Grotegerd D; Redlich R; Nitsch R; Bauer J; Heindel W; Gross J; Risse B; Andlauer TFM; Forstner AJ; Nöthen MM; Rietschel M; Hofmann SG; Pfarr JK; Teutenberg L; Usemann P; Thomas-Odenthal F; Wroblewski A; Brosch K; Stein F; Jansen A; Jamalabadi H; Alexander N; Straube B; Nenadic I; Kircher T; Dannlowski U; Hahn T (2024)
In: JAMA Psychiatry, 81(4)
Type of Publication: Research article (journal)

White and gray matter alterations in bipolar I and bipolar II disorder subtypes compared with healthy controls - exploring associations with disease course and polygenic risk

Thiel, Katharina; Lemke, Hannah; Winter, Alexandra; Flinkenfluegel, Kira; Waltemate, Lena; Bonnekoh, Linda; Grotegerd, Dominik; Dohm, Katharina; Hahn, Tim; Foerster, Katharina; Kanske, Philipp; Repple, Jonathan; Opel, Nils; Redlich, Ronny; David, Friederike; Forstner, Andreas J.; Stein, Frederike; Brosch, Katharina; Thomas-Odenthal, Florian; Usemann, Paula; Teutenberg, Lea; Straube, Benjamin; Alexander, Nina; Jamalabadi, Hamidreza; Jansen, Andreas; Witt, Stephanie H.; Andlauer, Till F. M.; Pfennig, Andrea; Bauer, Michael; Nenadic, Igor; Kircher, Tilo; Meinert, Susanne; Dannlowski, Udo (2024)
In: Neuropsychopharmacology, 49(5)
Type of Publication: Research article (journal)

A Systematic Evaluation of Machine Learning–Based Biomarkers for Major Depressive Disorder

Winter R. Nils , Blanke Julian , Leenings Ramona , Ernsting Jan , Fisch Lukas , Sarink Kelvin , Barkhau Carlotta , Emden Daniel , Thiel Katharina , Flinkenflügel Kira , Winter Alexandra , Goltermann Janik , Meinert Susanne , Dohm Katharina , Repple Jonathan , Gruber Marius , Leehr J. Elisabeth , Opel Nils , Grotegerd Dominik , Redlich Ronny , Nitsch Robert , Bauer Jochen , Heindel Walter , Gross Joachim , Risse Benjamin , Andlauer M. F. Till , Forstner J. Andreas , Nöthen M. Markus , Rietschel Marcella , Hofmann G. Stefan , Pfarr Julia-Katharina , Teutenberg Lea , Usemann Paula , Thomas-Odenthal Florian , Wroblewski Adrian , Brosch Katharina , Stein Frederike , Jansen Andreas , Jamalabadi Hamidreza , Alexander Nina , Straube Benjamin , Nenadić Igor , Kircher Tilo , Dannlowski Udo , Hahn Tim (2024)
In: JAMA Psychiatry, 2024/4/81
Type of Publication: Research article (journal)

deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks

Fisch L.; Zumdick S.; Barkhau C.; Emden D.; Ernsting J.; Leenings R.; Sarink K.; Winter N.R.; Risse B.; Dannlowski U.; Hahn T. (2024)
In: Computers in Biology and Medicine, 179
Type of Publication: Research article (journal)

GateNet: A novel neural network architecture for automated flow cytometry gating

Fisch L.; Heming M.; Schulte-Mecklenbeck A.; Gross C.C.; Zumdick S.; Barkhau C.; Emden D.; Ernsting J.; Leenings R.; Sarink K.; Winter N.R.; Dannlowski U.; Wiendl H.; Hörste G.M.z.; Hahn T. (2024)
In: Computers in Biology and Medicine, 179
Type of Publication: Research article (journal)

Associations of gestational age with gyrification and neurocognition in healthy adults.

Schmitt S; Ringwald KG; Meller T; Stein F; Brosch K; Pfarr JK; Hahn T; Lemke H; Meinert S; Repple J; Thiel K; Waltemate L; Winter A; Grotegerd D; Dempfle A; Krug A; Jansen A; Nenadić I; Dannlowski U; Kircher T (2023)
In: European Archives of Psychiatry and Clinical Neuroscience, 273(2)
Type of Publication: Research article (journal)

Genetic, individual, and familial risk correlates of brain network controllability in major depressive disorder.

Hahn T; Winter NR; Ernsting J; Gruber M; Mauritz MJ; Fisch L; Leenings R; Sarink K; Blanke J; Holstein V; Emden D; Beisemann M; Opel N; Grotegerd D; Meinert S; Witt S; Heindel W; Nöthen MM; Rietschel M; Kircher T; Forstner AJ; Jansen A; Nenadic I; Andlauer TFM; Müller-Myhsok B; van den Heuvel MP; Walter M; Dannlowski U; Jamalabadi H; Repple J (2023)
In: Molecular Psychiatry, 28(3)
Type of Publication: Research article (journal)

Towards a network control theory of electroconvulsive therapy response

Hahn, Tim; Jamalabadi, Hamidreza; Nozari, Erfan; Winter, Nils R.; Ernsting, Jan; Gruber, Marius; Mauritz, Marco J.; Grumbach, Pascal; Fisch, Lukas; Leenings, Ramona; Sarink, Kelvin; Blanke, Julian; Vennekate, Leon Kleine; Emden, Daniel; Opel, Nils; Grotegerd, Dominik; Enneking, Verena; Meinert, Susanne; Borgers, Tiana; Klug, Melissa; Leehr, Elisabeth J.; Dohm, Katharina; Heindel, Walter; Gross, Joachim; Dannlowski, Udo; Redlich, Ronny; Repple, Jonathan (2023)
In: PNAS Nexus, 2(2)
Type of Publication: Research article (journal)