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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 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)
Proceedings of the OHBM Brainhack 2022 Moia Stefano , Wang Hao-Ting , Heinsfeld S. Anibal , Jarecka Dorota , Yang Fang Yu , Heunis Stephan , Svanera Michele , Leener De Benjamin , Gondová Andrea , Kim Sin , Basavaraj Arshitha , Bayer M.M. Johanna , Bayrak G. Roza , Bazin Pierre-Louis , Bilgin Poyraz Isil , Bollmann Steffen , Borek Daniel , Borghesani Valentina , Cao Trang , Chen Gang , Vega La De Alejandro , Dresbach Sebastian , Ehses Philipp , Ernsting Jan , Esteves Inês , Ferrante Oscar , Garner G. Kelly , Gau Rémi , Germani Elodie , Ghafari Tara , Ghosh S. Satrajit , Goodale E. Sarah , Praag van Gould D. Cassandra , Guay Samuel , Gulban Faruk Omer , Halchenko O. Yaroslav , Hanke Michael , Herholz Peer , Heuer Katja , Hoffstaedter Felix , Huang Ruoqi , Huber Renzo , Jensen Ole , Keeratimahat Kan , Kosciessa Q. Julian , Lukic Sladjana , Magielse Neville , Markiewicz J. Christopher , Martin G. Caroline , Maumet Camille , Menacher Anna , Mentch Jeff , Mönch Christian , More Shammi , Muller-Rodriguez Leonardo , Nastase A. Samuel , Nicolaisen-Sobesky Eliana , Nielson M. Dylan , Nolan R. Christopher , Paugam François , Pinheiro-Chagas Pedro , Pinho Luísa Ana , Pizzuti Alessandra , Poldrack Benjamin , Poser A. Benedikt , Rocca Roberta , Sanz-Robinson Jacob , Sarink Kelvin , Sitek R. Kevin , Spychala Nadine , Stirnberg Rüdiger , Szczepanik Michał , Torabi Mohammad , Toro Roberto , Urchs G.W. Sebastian , Valk L. Sofie , Wagner S. Adina , Waite K. Laura , Waite Q. Alexander , Waller Lea , Wishard J. Tyler , Wu Jianxiao , Zhou Yuchen , Bijsterbosch D. Janine , Community Physiopy The (2024) In: Aperture Neuro, 2014//4 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)
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)
An Uncertainty-Aware, Shareable and Transparent Neural Network Architecture for Brain-Age Modeling Hahn T, Ernsting J, Winter NR, Holstein V, Leenings R, Beisemann M, Fisch L, Sarink K, Emden D, Opel N, Redlich R, Repple J, Grotegerd D, Meinert S, Hirsch JG, Niendorf T, Endemann B, Bamberg F, Kröncke T, Bülow R, Völzke H, von Stackelberg O, Sowade RF, Umutlu L, Schmidt B, Caspers S, Kugel H, Kircher T, Risse B, Gaser C, Cole JH, Dannlowski U, Berger K (2022) In: Science advances, 8(1) Type of Publication: Research article (journal)
PHOTONAI-A Python API for rapid machine learning model development Leenings R, Winter NR, Plagwitz L, Holstein V, Ernsting J, Sarink K, Fisch L, Steenweg J, Kleine-Vennekate L, Gebker J, Emden D, Grotegerd D, Opel N, Risse B, Jiang X, Dannlowski U, Hahn T (2021) In: PloS one, 16 Type of Publication: Research article (journal)