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Page 1
GateNet: A novel neural network architecture for automated flow cytometry gating.
Fisch L, Heming M, Schulte-Mecklenbeck A, Gross CC, Zumdick S, Barkhau C, Emden D, Ernsting J, Leenings R, Sarink K, Winter NR, Dannlowski U, Wiendl H, Hörste GMZ, Hahn T. Fisch L, et al. Among authors: sarink k. Comput Biol Med. 2024 Sep;179:108820. doi: 10.1016/j.compbiomed.2024.108820. Epub 2024 Jul 12. Comput Biol Med. 2024. PMID: 39002319 Free article.
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. Winter NR, et al. Among authors: sarink k. JAMA Psychiatry. 2024 Apr 1;81(4):386-395. doi: 10.1001/jamapsychiatry.2023.5083. JAMA Psychiatry. 2024. PMID: 38198165 Free PMC article.
Towards a network control theory of electroconvulsive therapy response.
Hahn T, Jamalabadi H, Nozari E, Winter NR, Ernsting J, Gruber M, Mauritz MJ, Grumbach P, Fisch L, Leenings R, Sarink K, Blanke J, Vennekate LK, Emden D, Opel N, Grotegerd D, Enneking V, Meinert S, Borgers T, Klug M, Leehr EJ, Dohm K, Heindel W, Gross J, Dannlowski U, Redlich R, Repple J. Hahn T, et al. Among authors: sarink k. PNAS Nexus. 2023 Feb 1;2(2):pgad032. doi: 10.1093/pnasnexus/pgad032. eCollection 2023 Feb. PNAS Nexus. 2023. PMID: 36874281 Free PMC article.
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, Heindel W, Witt S, Rietschel M, Nöthen MM, Forstner AJ, Kircher T, Nenadic I, Jansen A, Müller-Myhsok B, Andlauer TFM, Walter M, van den Heuvel MP, Jamalabadi H, Dannlowski U, Repple J. Hahn T, et al. Among authors: sarink k. Mol Psychiatry. 2023 Mar;28(3):1057-1063. doi: 10.1038/s41380-022-01936-6. Epub 2023 Jan 13. Mol Psychiatry. 2023. PMID: 36639510 Free PMC article.
Quantifying Deviations of Brain Structure and Function in Major Depressive Disorder Across Neuroimaging Modalities.
Winter NR, Leenings R, Ernsting J, Sarink K, Fisch L, Emden D, Blanke J, Goltermann J, Opel N, Barkhau C, Meinert S, Dohm K, Repple J, Mauritz M, Gruber M, Leehr EJ, Grotegerd D, Redlich R, Jansen A, Nenadic I, Nöthen MM, Forstner A, Rietschel M, Groß J, Bauer J, Heindel W, Andlauer T, Eickhoff SB, Kircher T, Dannlowski U, Hahn T. Winter NR, et al. Among authors: sarink k. JAMA Psychiatry. 2022 Sep 1;79(9):879-888. doi: 10.1001/jamapsychiatry.2022.1780. JAMA Psychiatry. 2022. PMID: 35895072 Free PMC article.
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. Hahn T, et al. Among authors: sarink k. Sci Adv. 2022 Jan 7;8(1):eabg9471. doi: 10.1126/sciadv.abg9471. Epub 2022 Jan 5. Sci Adv. 2022. PMID: 34985964 Free PMC article.
Longitudinal Structural Brain Changes in Bipolar Disorder: A Multicenter Neuroimaging Study of 1232 Individuals by the ENIGMA Bipolar Disorder Working Group.
Abé C, Ching CRK, Liberg B, Lebedev AV, Agartz I, Akudjedu TN, Alda M, Alnæs D, Alonso-Lana S, Benedetti F, Berk M, Bøen E, Bonnin CDM, Breuer F, Brosch K, Brouwer RM, Canales-Rodríguez EJ, Cannon DM, Chye Y, Dahl A, Dandash O, Dannlowski U, Dohm K, Elvsåshagen T, Fisch L, Fullerton JM, Goikolea JM, Grotegerd D, Haatveit B, Hahn T, Hajek T, Heindel W, Ingvar M, Sim K, Kircher TTJ, Lenroot RK, Malt UF, McDonald C, McWhinney SR, Melle I, Meller T, Melloni EMT, Mitchell PB, Nabulsi L, Nenadić I, Opel N, Overs BJ, Panicalli F, Pfarr JK, Poletti S, Pomarol-Clotet E, Radua J, Repple J, Ringwald KG, Roberts G, Rodriguez-Cano E, Salvador R, Sarink K, Sarró S, Schmitt S, Stein F, Suo C, Thomopoulos SI, Tronchin G, Vieta E, Westlye LT, White AG, Yatham LN, Zak N, Thompson PM, Andreassen OA, Landén M; ENIGMA Bipolar Disorder Working Group. Abé C, et al. Among authors: sarink k. Biol Psychiatry. 2022 Mar 15;91(6):582-592. doi: 10.1016/j.biopsych.2021.09.008. Epub 2021 Sep 16. Biol Psychiatry. 2022. PMID: 34809987 Free article.
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. Leenings R, et al. Among authors: sarink k. PLoS One. 2021 Jul 21;16(7):e0254062. doi: 10.1371/journal.pone.0254062. eCollection 2021. PLoS One. 2021. PMID: 34288935 Free PMC article.
12 results