Publications

Journal Article (7)

2022
Journal Article
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)
Journal Article
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)
Journal Article
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)
Journal Article
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)
Journal Article
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)
Journal Article
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)
Journal Article
Torrecuso, R.; Mueller, K.; Holiga, Š.; Sieger, T.; Vymazal, J.; Růžička, F.; Roth, J.; Růžička, E. F.; Schroeter, M. L.; Jech, R. et al.; Möller, H. E.: Improving fMRI in Parkinson's disease by accounting for brain region-specific activity patterns. NeuroImage: Clinical (accepted)

Book Chapter (1)

2022
Book Chapter
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)

Conference Paper (2)

2022
Conference Paper
Kiakou, D.; Adamopoulos, A.; Scherf, N.: Graph-based disease prediction in neuroimaging: Investigating the impact of feature selection. In: Advances in Experimental Medicine and Biology (AEMB). Springer (accepted)
Conference Paper
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)

Meeting Abstract (2)

2022
Meeting Abstract
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)
Meeting Abstract
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)

Talk (4)

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

Poster (8)

2022
Poster
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)
Poster
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)
Poster
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)
Poster
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)
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