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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: barkhau c. JAMA Psychiatry. 2024 Apr 1;81(4):386-395. doi: 10.1001/jamapsychiatry.2023.5083. JAMA Psychiatry. 2024. PMID: 38198165
Narcissistic dimensions and depressive symptoms in patients across mental disorders in cognitive behavioural therapy and in psychoanalytic interactional therapy in Germany: a prospective cohort study.
Richter M, Mota S, Hater L, Bratek R, Goltermann J, Barkhau C, Gruber M, Repple J, Storck M, Blitz R, Grotegerd D, Masuhr O, Jaeger U, Baune BT, Dugas M, Walter M, Dannlowski U, Buhlmann U, Back M, Opel N. Richter M, et al. Among authors: barkhau c. Lancet Psychiatry. 2023 Dec;10(12):955-965. doi: 10.1016/S2215-0366(23)00293-6. Epub 2023 Oct 13. Lancet Psychiatry. 2023. PMID: 37844592
Can Synthetic Images Improve CNN Performance in Wound Image Classification?
Malihi L, Hübner U, Richter ML, Moelleken M, Przysucha M, Busch D, Heggemann J, Hafer G, Wiemeyer S, Heidemann G, Dissemond J, Erfurt-Berge C, Barkhau C, Hendriks A, Hüsers J. Malihi L, et al. Among authors: barkhau c. Stud Health Technol Inform. 2023 May 18;302:927-931. doi: 10.3233/SHTI230311. Stud Health Technol Inform. 2023. PMID: 37203538
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: barkhau c. JAMA Psychiatry. 2022 Sep 1;79(9):879-888. doi: 10.1001/jamapsychiatry.2022.1780. JAMA Psychiatry. 2022. PMID: 35895072 Free PMC article.