Publications

Filip, P.; Jech, R.; Fečíková, A.; Havránková, P.; Růžička, F.; Mueller, K.; Urgošík, D.: Restoration of functional network state towards more physiological condition as the correlate of clinical effects of pallidal deep brain stimulation in dystonia. Brain Stimulation 15 (5), pp. 1269 - 1278 (2022)

Koutsouleris, N.; Pantelis, C.; Velakoulis, D.; McGuire, P.; Dwyer, D. B.; Urquijo-Castro, M.-F.; Paul, R.; Dong, S.; Popovic, D.; Oeztuerk, O. et al.; Kambeitz, J.; Salokangas, R. K. R.; Hietala, J.; Bertolino, A.; Brambilla, P.; Upthegrove, R.; Wood, S. J.; Lencer, R.; Borgwardt, S.; Maj, C.; Nöthen, M.; Degenhardt, F.; Polyakova, M.; Mueller, K.; Villringer, A.; Danek, A.; Fassbender, K.; Fliessbach, K.; Jahn, H.; Kornhuber, J.; Landwehrmeyer, B.; Anderl-Straub, S.; Prudlo, J.; Synofzik, M.; Wiltfang, J.; Riedl, L.; Diehl-Schmid, J.; Otto, M.; Meisenzahl, E.; Falkai, P.; Schroeter, M. L.; International FTD-Genetics Consortium (IFGC); German Frontotemporal Lobar Degeneration (FTLD) Consortium; PRONIA Consortium: Exploring links between psychosis and frontotemporal dementia using multimodal machine learning: Dementia praecox revisited. JAMA Psychiatry 79 (9), pp. 907 - 919 (2022)

Paschou, P.; Jin, Y.; Müller-Vahl, K.; Möller, H. E.; Rizzo, R.; Hoekstra, P. J.; Roessner, V.; Mol Debes, N.; Worbe, Y.; Hartmann, A. et al.; Mir, P.; Cath, D.; Neuner, I.; Eichele, H.; Zhang, C.; Lewandowska, K.; Munchau, A.; Verrel, J.; Musil, R.; Silk, T. J.; Hanlon, C. A.; Bihun, E. D.; Brandt, V.; Dietrich, A.; Forde, N.; Ganos, C.; Greene, D. J.; Chu, C.; Grothe, M. J.; Hershey, T.; Janik, P.; Koller, J. M.; Martin-Rodriguez, J. F.; Mueller, K.; Palmucci, S.; Prato, A.; Ramkiran, S.; Saia, F.; Szejko, N.; Torrecuso, R.; Tumer, Z.; Uhlmann, A.; Veselinovic, T.; Wolańczyk, T.; Zouki, J.-J.; Jain, P.; Topaloudi, A.; Kaka, M.; Yang, Z.; Drineas, P.; Thomopoulos, S. I.; White, T.; Veltman, D. J.; Schmaal, L.; Stein, D. J.; Buitelaar, J.; Franke, B.; van den Heuvel, O.; Jahanshad, N.; Thompson, P. M.; Black, K. J.: Enhancing neuroimaging genetics through meta-analysis for Tourette syndrome (ENIGMA-TS): A worldwide platform for collaboration. Frontiers in Psychiatry 13, 958688 (2022)

Polyakova, M.; Mueller, K.; Arélin, K.; Lampe, L.; Rodriguez, F. S.; Luck, T.; Kratzsch, J.; Hoffmann, K.-T.; Riedel-Heller, S.; Villringer, A. et al.; Schoenknecht, P.; Schroeter, M. L.: Increased serum NSE and S100B indicate neuronal and glial alterations in subjects under 71 years with mild neurocognitive disorder/mild cognitive impairment. Frontiers in Cellular Neuroscience 16, 788150 (2022)

Mueller, K.; Růžička, F.; Slovák, M.; Forejtová, Z.; Dušek, P.; Dušek, P.; Jech, R.; Serranová, T.: Symptom-severity-related brain connectivity alterations in functional movement disorders. NeuroImage: Clinical 34, 102981 (2022)

Maiello, L.; Ball, L.; Micali, M.; Iannuzzi, F.; Scherf, N.; Hoffmann, R.-T.; Gama de Abreu, M.; Pelosi, P.; Huhle, R.: Automatic lung segmentation and quantification of aeration in computed tomography of the chest using 3D transfer learning. Frontiers in Physiology 12, 725865 (2022)

Jech, R.; Mueller, K.: Investigating network effects of DBS with fMRI. In: Connectomic Deep Brain Stimulation, pp. 275 - 301 (Ed. Horn, A.). Academic Press (2022)

Torrecuso, R.; Mueller, K.; Holiga, Š.; Urgosik, D.; Vymazal, J.; Sieger, T.; Růžička, F.; Růžička, E.; Schroeter, M. L.; Jech, R. et al.; Möller, H. E.: Different brain areas require different analysis models: fMRI observations in Parkinson's disease. In: Proceedings of the ISMRM 31st Annual Meeting & Exhibition. 2022 ISMRM Conference & Exhibition, May 07, 2022 - May 12, 2022. (2022)

Schlögl, H.; Villringer, A.; Miehle, K.; Stumvoll, M.; Mueller, K.: Metreleptin robustly increases resting-state brain connectivity in patients with lipodystrophy. In Diabetologia, 65 (Suppl. 1), p. S258 - S258. Springer-Verlag Heidelberg, Heidelberg (2022)

Beltran Velandia, F.; Gómez, J.; Suarez, M.; Ojeda, A.; León, E.: Classification of music-evoked emotions from EEG signals using self-organizing maps. In: Proceedings of the International Conference on Electrical, Computer and Energy Technologies. International Conference on Electrical, Computer and Energy Technologies, Prague, Czech Republic, July 20, 2022 - July 22, 2022. (accepted)

Scherf, N.: Einige Gedanken und Fragen zum Umgang mit und zur Veröffentlichung von Bioimaging-Datenanalysen. 5. FDM-Workshop 2022, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (2022)

Bayramova, R.; Goltermann, O.; Enk, L.; Hinrichs, M.; Kamp, F.; Serio, B.; Hofmann, S.: Explainable AI for higher cognitive functions: How to provide explanations in the face of increasing complexity. 22nd Conference of the European Society for Cognitive Psychology (ESCOP), Lille, France (2022)

Scherf, N.: Machine learning in computational microscopy. 11th IMPRS NeuroCom Summer School, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (2022)

Beylier, C.; Scherf, N.; Doeller, C. F.; Menghi, N.: Representation in machine learning: A neuro-cognitive approach. French-German Research and Innovation Network for AI workshop, Inria Headquarters Domaine de Voluceau, Versaille, Frankreich (2022)

Niehaus, S.: Automated quality monitoring for more reliable integration of neural networks into medical workflows. AI.Lounge (Data Science / AI in Lifescience), Leipzig, Germany (2022)

Beylier, C.; Scherf, N.; Doeller, C. F.; Menghi, N.: From manifolds to thoughts. 11th IMPRS NeuroCom Summer School, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (2022)

Dabbagh, A.; Kaptan, M.; Horn, U.; Mildner, T.; Müller, R.; Lepsien, J.; Weiskopf, N.; Eippert, F.: Reliability of task-based fMRI in the dorsal horn of the human spinal cord. 28th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Glasgow, United Kingdom (2022)

Dabbagh, A.; Kaptan, M.; Horn, U.; Mildner, T.; Müller, R.; Lepsien, J.; Weiskopf, N.; Eippert, F.: Reliability of task-based fMRI in the dorsal horn of the human spinal cord. 11th IMPRS NeuroCom Summer School, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (2022)

Lewis, C. A.; Mueller, K.; Hornung, J.; Smith, E.; Junger, J.; Pauly, K.; Habel, U.; Derntl, B.: Trans identity impacts neural correlates of self-other referential processing. 28th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Glasgow, United Kingdom (2022)

Mueller, K.; Lewis, C. A.; Zsido, R.; Reinelt, J.; Villringer, A.; Sacher, J.: Increasing resilience with monetary loss: A single dose of escitalopram blunts the neural response in the ventral striatum. 28th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Glasgow, United Kingdom (2022)