Classification of Major Depressive Disorder Using Vertex-Wise Brain Sulcal Depth, Curvature, and Thickness with a Deep and a Shallow Learning Model

Autor: Goya-Maldonado, Roberto, Erwin-Grabner, Tracy, Zeng, Ling-Li, Ching, Christopher R. K., Aleman, Andre, Amod, Alyssa R., Basgoze, Zeynep, Benedetti, Francesco, Besteher, Bianca, Brosch, Katharina, Bülow, Robin, Colle, Romain, Connolly, Colm G., Corruble, Emmanuelle, Couvy-Duchesne, Baptiste, Cullen, Kathryn, Dannlowski, Udo, Davey, Christopher G., Dols, Annemiek, Ernsting, Jan, Evans, Jennifer W., Fisch, Lukas, Fuentes-Claramonte, Paola, Gonul, Ali Saffet, Gotlib, Ian H., Grabe, Hans J., Groenewold, Nynke A., Grotegerd, Dominik, Hahn, Tim, Hamilton, J. Paul, Han, Laura K. M., Harrison, Ben J., Ho, Tiffany C., Jahanshad, Neda, Jamieson, Alec J., Karuk, Andriana, Kircher, Tilo, Klimes-Dougan, Bonnie, Koopowitz, Sheri-Michelle, Lancaster, Thomas, Leenings, Ramona, Li, Meng, Linden, David E. J., MacMaster, Frank P., Mehler, David M. A., Meinert, Susanne, Melloni, Elisa, Mueller, Bryon A., Mwangi, Benson, Nenadić, Igor, Ojha, Amar, Okamoto, Yasumasa, Oudega, Mardien L., Penninx, Brenda W. J. H., Poletti, Sara, Pomarol-Clotet, Edith, Portella, Maria J., Pozzi, Elena, Radua, Joaquim, Rodríguez-Cano, Elena, Sacchet, Matthew D., Salvador, Raymond, Schrantee, Anouk, Sim, Kang, Soares, Jair C., Solanes, Aleix, Stein, Dan J., Stein, Frederike, Stolicyn, Aleks, Thomopoulos, Sophia I., Toenders, Yara J., Uyar-Demir, Aslihan, Vieta, Eduard, Vives-Gilabert, Yolanda, Völzke, Henry, Walter, Martin, Whalley, Heather C., Whittle, Sarah, Winter, Nils, Wittfeld, Katharina, Wright, Margaret J., Wu, Mon-Ju, Yang, Tony T., Zarate, Carlos, Veltman, Dick J., Schmaal, Lianne, Thompson, Paul M.

Major depressive disorder (MDD) is a complex psychiatric disorder that affects the lives of hundreds of millions of individuals around the globe. Even today, researchers debate if morphological alterations in the brain are linked to MDD, likely due t

Externí odkaz: http://arxiv.org/abs/2311.11046

Associations between white matter microstructure and cognitive decline in major depressive disorder versus controls in Germany: a prospective case-control cohort study

Autor: Thiel, Katharina, Winter, Alexandra, Thomas-Odenthal, Florian, Usemann, Paula, Teutenberg, Lea, Pfarr, Julia-Katharina, Flinkenflügel, Kira ^*, Meinert, Susanne ^{*, *}, Hirtsiefer, Christopher, Grotegerd, Dominik, Gruber, Marius, Goltermann, Janik, Winter, Nils R, Stein, Frederike, Brosch, Katharina, Leehr, Elisabeth J, Böhnlein, Joscha, Dohm, Katharina, Bauer, Jochen, Redlich, Ronny, Hahn, Tim, Repple, Jonathan, Opel, Nils, Nitsch, Robert, Jamalabadi, Hamidreza, Straube, Benjamin, Alexander, Nina, Jansen, Andreas, Nenadić, Igor, van den Heuvel, Martijn P, Kircher, Tilo, Dannlowski, Udo

Publikováno v: In The Lancet Psychiatry November 2024 11(11):899-909

Concurrent inflammation-related brain reorganization in multiple sclerosis and depression

Autor: Molina Galindo, Lara S., Gonzalez-Escamilla, Gabriel, Fleischer, Vinzenz, Grotegerd, Dominik, Meinert, Susanne, Ciolac, Dumitru, Person, Maren, Stein, Frederike, Brosch, Katharina, Nenadić, Igor, Alexander, Nina, Kircher, Tilo, Hahn, Tim, Winter, Yaroslav, Othman, Ahmed E., Bittner, Stefan, Zipp, Frauke, Dannlowski, Udo, Groppa, Sergiu

Publikováno v: In Brain Behavior and Immunity July 2024 119:978-988

A Network Control Theory Approach to Longitudinal Symptom Dynamics in Major Depressive Disorder

Autor: Hahn, Tim, Jamalabadi, Hamidreza, Emden, Daniel, Goltermann, Janik, Ernsting, Jan, Winter, Nils R., Fisch, Lukas, Leenings, Ramona, Sarink, Kelvin, Holstein, Vincent, Gruber, Marius, Grotegerd, Dominik, Meinert, Susanne, Dohm, Katharina, Leehr, Elisabeth J., Richter, Maike, Sindermann, Lisa, Enneking, Verena, Lemke, Hannah, Witt, Stephanie, Rietschel, Marcella, Brosch, Katharina, Pfarr, Julia-Katharina, Meller, Tina, Ringwald, Kai Gustav, Schmitt, Simon, Stein, Frederike, Nenadic, Igor, Kircher, Tilo, Müller-Myhsok, Bertram, Andlauer, Till F. M., Repple, Jonathan, Dannlowski, Udo, Opel, Nils

Background: The evolution of symptoms over time is at the heart of understanding and treating mental disorders. However, a principled, quantitative framework explaining symptom dynamics remains elusive. Here, we propose a Network Control Theory of Ps

Externí odkaz: http://arxiv.org/abs/2107.10178

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