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Publications

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)

Systematic Misestimation of Machine Learning Performance in Neuroimaging Studies of Depression

Flint C, Cearns M, Opel N, Redlich R, Mehler DMA, Emden D, Winter NR, Leenings R, Eickhoff SB, Kircher T, Krug A, Nenadic I, Arolt V, Clark S, Baune BT, Jiang X, Dannlowski U, Hahn T (2021)
In: Neuropsychopharmacology, 46
Type of Publication: Research article (journal)

Technical feasibility and adherence of the Remote Monitoring Application in Psychiatry (ReMAP) for the assessment of affective symptoms

Emden D, Goltermann J, Dannlowski U, Hahn T, Opel N (2021)
In: Journal of Affective Disorders, 294
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)

Smartphone-Based Self-Reports of Depressive Symptoms Using the Remote Monitoring Application in Psychiatry (ReMAP): Interformat Validation Study

Goltermann J, Emden D, Leehr EJ, Dohm K, Redlich R, Dannlowski U, Hahn T, Opel N (2021)
In: JMIR Mental Health, 8
Type of Publication: Research article (journal)

From “Loose Fitting” to High-Performance, Uncertainty-Aware Brain-Age Modelling

Hahn T, Fisch L, Ernsting J, Winter NR, Leenings R, Sarink K, Emden D, Kircher T, Berger K, Dannlowski U (2021)
In: Brain, 144(3)
Type of Publication: Research article (journal)