COMMITMENT

Publications

2022

Beck, D., de Lange, A.G., Pedersen, M.L., Alnaes, D., Maximov, II, Voldsbekk, I., Richard, G., Sanders, A.M., Ulrichsen, K.M., Dorum, E.S., Kolskar, K.K., Hogestol, E.A., Steen, N.E., Djurovic, S., Andreassen, O.A., Nordvik, J.E., Kaufmann, T. and Westlye, L.T. (2022). "Cardiometabolic risk factors associated with brain age and accelerate brain ageing." Human Brain Mapping 43(2): 700-720. www.ncbi.nlm.nih.gov/pubmed/34626047.

Dwyer, D.B., Buciuman, M.O., Ruef, A., Kambeitz, J., Sen Dong, M., Stinson, C., Kambeitz-Ilankovic, L., Degenhardt, F., Sanfelici, R., Antonucci, L.A., Lalousis, P.A., Wenzel, J., Urquijo-Castro, M.F., Popovic, D., Oeztuerk, O.F., Haas, S.S., Weiske, J., Hauke, D., Neufang, S., Schmidt-Kraepelin, C., Ruhrmann, S., Penzel, N., Lichtenstein, T., Rosen, M., Chisholm, K., Riecher-Rossler, A., Egloff, L., Schmidt, A., Andreou, C., Hietala, J., Schirmer, T., Romer, G., Michel, C., Rossler, W., Maj, C., Borisov, O., Krawitz, P.M., Falkai, P., Pantelis, C., Lencer, R., Bertolino, A., Borgwardt, S., Noethen, M., Brambilla, P., Schultze-Lutter, F., Meisenzahl, E., Wood, S.J., Davatzikos, C., Upthegrove, R., Salokangas, R.K.R., Koutsouleris, N. and Consortium, P. (2022). "Clinical, Brain, and Multilevel Clustering in Early Psychosis and Affective Stages." JAMA psychiatry. www.ncbi.nlm.nih.gov/pubmed/35583903.

Li, L., Chen, Z., von Scheidt, M., Li, S., Steiner, A., Guldener, U., Koplev, S., Ma, A., Hao, K., Pan, C., Lusis, A.J., Pang, S., Kessler, T., Ermel, R., Sukhavasi, K., Ruusalepp, A., Gagneur, J., Erdmann, J., Kovacic, J.C., Bjorkegren, J.L.M. and Schunkert, H. (2022). "Transcriptome-wide association study of coronary artery disease identifies novel susceptibility genes." Basic Res Cardiol 117(1): 6. www.ncbi.nlm.nih.gov/pubmed/35175464.

2021

Figueiredo, R.Q., Raschka, T., Kodamullil, A.T., Hofmann-Apitius, M., Mubeen, S. and Domingo-Fernandez, D. (2021). "Towards a global investigation of transcriptomic signatures through co-expression networks and pathway knowledge for the identification of disease mechanisms." Nucleic Acids Res 49(14): 7939-7953. www.ncbi.nlm.nih.gov/pubmed/34197603.

Koppe, G., Meyer-Lindenberg, A. and Durstewitz, D. (2021). "Deep learning for small and big data in psychiatry." Neuropsychopharmacology: Official Publication of the American College of Neuropsychopharmacology 46(1): 176-190. www.ncbi.nlm.nih.gov/pubmed/32668442.

Koutsouleris, N., Dwyer, D.B., Degenhardt, F., Maj, C., Urquijo-Castro, M.F., Sanfelici, R., Popovic, D., Oeztuerk, O., Haas, S.S., Weiske, J., Ruef, A., Kambeitz-Ilankovic, L., Antonucci, L.A., Neufang, S., Schmidt-Kraepelin, C., Ruhrmann, S., Penzel, N., Kambeitz, J., Haidl, T.K., Rosen, M., Chisholm, K., Riecher-Rossler, A., Egloff, L., Schmidt, A., Andreou, C., Hietala, J., Schirmer, T., Romer, G., Walger, P., Franscini, M., Traber-Walker, N., Schimmelmann, B.G., Fluckiger, R., Michel, C., Rossler, W., Borisov, O., Krawitz, P.M., Heekeren, K., Buechler, R., Pantelis, C., Falkai, P., Salokangas, R.K.R., Lencer, R., Bertolino, A., Borgwardt, S., Noethen, M., Brambilla, P., Wood, S.J., Upthegrove, R., Schultze-Lutter, F., Theodoridou, A., Meisenzahl, E. and Consortium, P. (2021). "Multimodal Machine Learning Workflows for Prediction of Psychosis in Patients With Clinical High-Risk Syndromes and Recent-Onset Depression." JAMA psychiatry 78(2): 195-209. www.ncbi.nlm.nih.gov/pubmed/33263726.

Miranda, L., Paul, R., Putz, B., Koutsouleris, N. and Muller-Myhsok, B. (2021). "Systematic Review of Functional MRI Applications for Psychiatric Disease Subtyping." Front Psychiatry 12: 665536. www.ncbi.nlm.nih.gov/pubmed/34744805.

Schwarz, E., Alnaes, D., Andreassen, O.A., Cao, H., Chen, J., Degenhardt, F., Doncevic, D., Dwyer, D., Eils, R., Erdmann, J., Herrmann, C., Hofmann-Apitius, M., Kaufmann, T., Koutsouleris, N., Kodamullil, A.T., Khuntia, A., Mucha, S., Nothen, M.M., Paul, R., Pedersen, M.L., Quintero, A., Schunkert, H., Sharma, A., Tost, H., Westlye, L.T., Zhang, Y. and Meyer-Lindenberg, A. (2021). "Identifying multimodal signatures underlying the somatic comorbidity of psychosis: the COMMITMENT roadmap." Mol Psychiatry 26(3): 722-724. www.ncbi.nlm.nih.gov/pubmed/33060817.

Schweiger, J.I., Capraz, N., Akdeniz, C., Braun, U., Ebalu, T., Moessnang, C., Berhe, O., Zang, Z., Schwarz, E., Bilek, E., Meyer-Lindenberg, A. and Tost, H. (2021). "Brain structural correlates of upward social mobility in ethnic minority individuals." Social Psychiatry and Psychiatric Epidemiology: 1–11. www.ncbi.nlm.nih.gov/pubmed/34383084.

2020

Karki, R., Madan, S., Gadiya, Y., Domingo-Fernandez, D., Kodamullil, A.T. and Hofmann-Apitius, M. (2020). "Data-Driven Modeling of Knowledge Assemblies in Understanding Comorbidity Between Type 2 Diabetes Mellitus and Alzheimer's Disease." J Alzheimers Dis 78(1): 87-95. www.ncbi.nlm.nih.gov/pubmed/32925069.

Quintero, A., Hubschmann, D., Kurzawa, N., Steinhauser, S., Rentzsch, P., Kramer, S., Andresen, C., Park, J., Eils, R., Schlesner, M. and Herrmann, C. (2020). "ShinyButchR: Interactive NMF-based decomposition workflow of genome-scale datasets." Biol Methods Protoc 5(1): bpaa022. www.ncbi.nlm.nih.gov/pubmed/33376806.

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