Publications
Preprints
Bucur, A. M., A. Koosha, T., Cosma, A., Flek, L., ... , Bernhard, F. , Rosso, P., Jamalabadi, H., (2023). Vanishing boundaries: A Unifying Account of Multidimensional Emotion Dynamics and Alterations in Depression. Preprint PsyArXiv.
Jamalabadi H., Koppe G, Nozari E., Hahn T. (2023). Engineering the Mind: Actionable Technical Requirements for Innovation in Clinical Neuroscience. Preprint PsyArXiv.
Arab F., Ghassami A., Jamalabadi H., Peters M. A. K., Nozari E. (2023). Whole-Brain Causal Discovery Using fMRI. preprint bioRxiv.
Kheirkhah, M.,..., Jamalabadi, H.,..., Zarate, C. A. Jr. (2023). When and in which regions does the adult human brain distinguish different categories of emotions in response to visual emotional stimuli: A systematic review protocol. preprint PROSPERO.
Jiang, Y., Luo, C., Wang, J.,..., Teutenberg, L.,... & Feng, J. (2023). Two neurostructural subtypes: results of machine learning on brain images from 4,291 individuals with schizophrenia. preprint medRxiv.
Fechtelpeter, J., Rauschenberg, C., Jamalabadi, H., Boecking, B., van Amelsvoort, T., Reininghaus, U., … Koppe, G. (2023). A control theoretic approach to evaluate and inform ecological momentary interventions. preprint PsyArXiv.
Jamalabadi, H., Hofmann, S. G., Teutenberg, L., Emden, D., Goltermann, J., Enneking, V., … Hahn, T. (2022). A complex systems model of temporal fluctuations in depressive symptomatology. preprint arXiv.
Hahn, T., Jamalabadi, H., Emden, D., Goltermann, J., Ernsting, J., Winter, N. R., ... & Opel, N. (2021). A Network Control Theory Approach to Longitudinal Symptom Dynamics in Major Depressive Disorder. arXiv preprint arXiv.
2024
Rothermel, M., Daftarian, S. S., Koosha, T. A., Mahani, M. A. N., & Jamalabadi, H. On the cognitive alignment between humans and machines. In UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural Models @ NeurIPS (preprint, data).
Polner, B., Jamalabadi, H., van Kemenade, B. M., Billino, J., Kircher, T., & Straube, B. (2024). Speech-Gesture Matching and Schizotypal Traits: A Network Approach. Schizophrenia Bulletin.
Fechtelpeter, J., Rauschenberg, C., Jamalabadi, H., Boecking, B., van Amelsvoort, T., Reininghaus, U., ... & Koppe, G. (Accepted). A control theoretic approach to evaluate and inform ecological momentary interventions. International Journal of Methods in Psychiatric Research (preprint)
Flinkenflügel K, Gruber M, Meinert S, Thiel K,... , Forstner AJ, Nöthen MM, Jamalabadi H, Straube B, Alexander N, Jansen A, Witt SH, Rietschel M, Nenadić I, van den Heuvel MP, Kircher T, Repple J, Dannlowski U. (2024). The interplay between polygenic score for tumor necrosis factor-α, brain structural connectivity, and processing speed in major depression. Mol Psychiatry.
Kheirkhah M, Nugent AC, Livinski AA, Neely L, Johnson SC, ... , Hejazi N, Yavi M, Jamalabadi H, Javaheripour N, Walter M, Zarate CA Jr. (2024). Exploring the Impact of Music on Response to Ketamine/Esketamine: A Scoping Review.
Neurosci Biobehav Rev (soping review protocol).
Heshmati, S., Muth, C., Roeser, R. W., Smyth, J. M., Jamalabadi, H., & Oravecz, Z. (2024). Conceptualizing Psychological Well-Being as a Process: Implications for Mobile Health Interventions. Soc Pres Psychol Compass. preprint
Winter NR, Blanke J, Leenings R, ... , 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. (2024). A Systematic Evaluation of Machine Learning-Based Biomarkers for Major Depressive Disorder. JAMA Psychiatry.
Iovoli F, Hall M, Nenadic I, Straube B, Alexander N, Jamalabadi H, Jansen A, Stein F, Brosch K, Thomas-Odenthal F, Usemann P, Teutenberg L, Wroblewski A, Rubel JA. (2024). Exploring the complex interrelation between depressive symptoms, risk, and protective factors: A comprehensive network approach Affective Disorders. J Affect Disord.
Thiel K, Lemke H, Winter A, ... , Usemann P, Teutenberg L, Straube B, Alexander N, Jamalabadi H, Jansen A, Witt SH, Andlauer TFM, Pfennig A, Bauer M, Nenadić I, Kircher T, Meinert S, Dannlowski U. (2024). White and gray matter alterations in bipolar I and bipolar II disorder subtypes compared with healthy controls - exploring associations with disease course and polygenic risk. Neuropsychopharmacology.
Thomas-Odenthal F, Ringwald K, Teutenberg L, Stein F, Alexander N, Bonnekoh LM, .. , Winter A, Krug A, Nenadić I, Dannlowski U, Kircher T. (2024). Neural foundation of the diathesis-stress model: longitudinal gray matter volume changes in response to stressful life events in major depression disorder and healthy controls. Mol Psychiatry
Boen R, Kaufmann T, van der Meer D, Frei O, Agartz I, Ames D, Andersson M, Armstrong NJ, Artiges E, Atkins JR, Bauer J, ..., Teumer A, Teutenberg L, Thalamuthu A, Tooney PA, Tordesillas-Gutierrez D, Trollor JN, … . (2024). Beyond the Global Brain Differences: Intraindividual Variability Differences in 1q21.1 Distal and 15q11.2 BP1-BP2 Deletion Carriers. Biol Psychiatry.
2023
Wüthrich F, Lefebvre S, Mittal VA, Shankman SA, Alexander N,... , Jamalabadi H, Jansen A, Leehr EJ, Meinert S, Nenadić I, Nitsch R, Stein F, Straube B, Teutenberg L, Thiel K, Thomas-Odenthal F, Usemann P, Winter A, Dannlowski U, Kircher T, Walther S. (2023). The neural signature of psychomotor disturbance in depression. Mol Psychiatry.
Zepeda, M. N., Chand, T., Krylova, M., Alizadeh, S., Jamalabadi, H., Izyurov, I., ... & Walter, M. (2023). Nx4 ameliorated peripheral and central stress-induced changes at resting state-A post hoc analysis of a randomized controlled trial. Psychoneuroendocrinology.
Flinkenflügel, K., Meinert, S., ..., Jamalabadi H., ... & Dannlowski, U. (2023). Negative stressful life events and social support are associated with white matter integrity in depressed patients and healthy control participants: A diffusion tensor imaging study. Biological Psychiatry, 94(8), 650-660. (data)
Winter, A., Gruber, M., Thiel, K., Jamalabadi, H. et al. (2023). Shared and distinct structural brain networks related to childhood maltreatment and social support: connectome-based predictive modeling. Mol Psychiatry. (data, code contact)
Stocker, J. E., Koppe, G., Reich de Paredes, H., Heshmati, S., Hofmann, S. G., Hahn, T., … Jamalabadi, H. (2023). Formalizing psychological interventions through network control theory. Sci Rep. (preprint, data, codes).
Schneider, K., Leinweber, K., Teutenberg L, Jamalabadi, H. et al. (2023). Syntactic complexity and diversity of spontaneous speech production in schizophrenia spectrum and major depressive disorders. Schizophr. (data, code contact)
van Vugt, M. & Jamalabadi, H. (2023) Too Much Flexibility in a Dynamical Model of Repetitive Negative Thinking?. Psychological Inquiry.
Stocker, J. E., Nozari, E., van Vugt, M. K., Jansen, A., & Jamalabadi, H. (2023). Network controllability measures of subnetworks: implications for neurosciences. Journal of Neural Engineering (preprint, codes)
Hahn, T., Winter, N. R., Ernsting, J., Gruber, M., Mauritz, M. J., Fisch, L., ..., Jamalabadi, H., ..., & Repple, J. (2023). Genetic, Individual, and Familial Risk Correlates of Brain Network Controllability in Major Depressive Disorder. Mol. Psychiatry (preprint, data, code contact)
Hahn, T., Jamalabadi, H., Nozari, E., Winter, N. R., Ernsting, J., Gruber, M., ... & Repple, J. (2023). Towards a Network Control Theory of Electroconvulsive Therapy Response, PNAS Nexus (preprint, data)
Jamalabadi, H., Hahn, T., Winter, N. R., Ernsting, J., Meinert, S., Leehr, E., ... & Derntl, B. (2023). Interrelated effects of age and parenthood on whole-brain controllability: protective effects of parenthood in mothers. Front. Aging Neuroscience (Preprint)
2022
Chand, T., Alizadeh, S., Li, M., Fan, Y., Jamalabadi, H., Danyeli, L. V., ... & Walter, M. (2022). Nx4 Modulated Resting State Functional Connectivity between Amygdala and Prefrontal Cortex in a Placebo-Controlled, Crossover Trial. Brain Connectivity.
Herrmann, L., Kasties, V.,..., Alizadeh, S. & Walter, M. (2022). Nx4 attenuated stress‐induced activity of the anterior cingulate cortex—A post‐hoc analysis of a randomized placebo‐controlled crossover trial. Human Psychopharmacology: Clinical and Experimental. (preprint, data contact)
Chand, T., Alizadeh, S., Jamalabadi, H., Herrmann, L., Krylova, M., Surova, G., ... & Walter, M. (2022). Corrigendum to “EEG revealed improved vigilance regulation after stress exposure under Nx4–A randomized, placebo-controlled, double-blind, cross-over trial”. [IBRO Neurosci. Rep. 11C (2021) 175–182]. IBRO Neuroscience Reports. (preprint)
Nanni-Zepeda, M., Alizadeh, S., Chand, T., Kasties, V., Fan, Y., van der Meer, J., ... & Walter, M. (2022). Trait anxiety is related to Nx4’s efficacy on stress-induced changes in amygdala-centered resting state functional connectivity: a placebo-controlled cross-over trial in mildly to moderately stressed healthy volunteers. BMC neuroscience. (preprint, data contact)
2021
Chand, T., S. Alizadeh, H. Jamalabadi, L. Herrmann, M. Krylova, G. Surova, J. van der Meer, G. Wagner, V. Engert & M. Walter (2021) EEG revealed improved vigilance regulation after stress exposure under Nx4–A randomized, placebo-controlled, double-blind, cross-over trial. IBRO neuroscience reports. (preprint)
Jamalabadi, H., A. Zuberer, V. J. Kumar, M. Li, S. Alizadeh, A. M. Amani, C. Gaser, M. Esterman & M. Walter (2021) The missing role of gray matter in studying brain controllability. Network Neuroscience. (preprint, data)
Korn, U., M. Krylova, K. L. Heck, F. B. Häußinger, R. S. Stark, S. Alizadeh, H. Jamalabadi, M. Walter, R. A. Galuske & M. H. Munk. EEG-Microstates Reflect Auditory Distraction After Attentive Audiovisual Perception Recruitment of Cognitive Control Networks. Frontiers in Systems Neuroscience. (preprint, data)
Krylova, M., S. Alizadeh, I. Izyurov, V. Teckentrup, C. Chang, J. van der Meer, M. Erb, N. Kroemer, T. Koenig, M. Walter & H. Jamalabadi (2021) Evidence for modulation of EEG microstate sequence by vigilance level. Neuroimage. (preprint, data contact)
Mayer, K., M. Krylova, S. Alizadeh, H. Jamalabadi, J. Van Der Meer, J. C. Vester, B. Naschold, M. Schultz & M. Walter (2021) Nx4 reduced susceptibility to distraction in an attention modulation task. Frontiers in psychiatry. (preprint, data contact)
Teckentrup, V., M. Krylova, H. Jamalabadi, S. Neubert, M. P. Neuser, R. Hartig, A. J. Fallgatter, M. Walter & N. B. Kroemer (2021) Brain signaling dynamics after vagus nerve stimulation. Neuroimage. (preprint, code)
2020
Chand, T., M. Li, H. Jamalabadi, G. Wagner, A. Lord, S. Alizadeh, L. V. Danyeli, L. Herrmann, M. Walter & Z. D. Sen (2020) Heart rate variability as an index of differential brain dynamics at rest and after acute stress induction. Frontiers in neuroscience.
Sikka, A., H. Jamalabadi, M. Krylova, S. Alizadeh, J. N. van der Meer, L. Danyeli, M. Deliano, P. Vicheva, T. Hahn & T. Koenig (2020) Investigating the temporal dynamics of electroencephalogram (EEG) microstates using recurrent neural networks. Human brain mapping.
2019
Walter, M., S. Alizadeh, H. Jamalabadi, U. Lueken, U. Dannlowski, H. Walter, S. Olbrich, L. Colic, J. Kambeitz & N. Koutsouleris (2019) Translational machine learning for psychiatric neuroimaging. Progress in Neuro-Psychopharmacology and Biological Psychiatry.
2018
Jamalabadi, H., Alizadeh, S., Schönauer, M., Leibold, C., & Gais, S. (2018). Multivariate classification of neuroimaging data with nested subclasses: Biased accuracy and implications for hypothesis testing. PLOS Computational Biology, 14(9), e1006486.
2017
Alizadeh, S., Jamalabadi, H., Schönauer, M., Leibold, C., & Gais, S. (2017). Decoding cognitive concepts from neuroimaging data using multivariate pattern analysis. Neuroimage, 159, 449-458.
Tahmasian, M., Jamalabadi, H., Abedini, M., Ghadami, M. R., Sepehry, A. A., Knight, D. C., & Khazaie, H. (2017). Differentiation chronic post traumatic stress disorder patients from healthy subjects using objective and subjective sleep-related parameters. Neuroscience letters, 650, 174-179.
Schönauer, M., Alizadeh, S., Jamalabadi, H., Abraham, A., Pawlizki, A., & Gais, S. (2017). Decoding material-specific memory reprocessing during sleep in humans. Nature communications, 8(1), 1-9.
Alizadeh, S. (2017). Decoding traces of memory during offline continuous electrical brain activity (EEG) (Doctoral dissertation, Universität Tübingen).
2016
Jamalabadi, H., Nasrollahi, H., Alizadeh, S., Araabi, B. N., & Ahamadabadi, M. N. (2016). Competitive interaction reasoning: A bio-inspired reasoning method for fuzzy rule based classification systems. Information Sciences.
Jamalabadi, H., Alizadeh, S., Schönauer, M., Leibold, C., & Gais, S. (2016). Classification based hypothesis testing in neuroscience: Below chance level classification rates and overlooked statistical properties of linear parametric classifiers. Human brain mapping.
Alizadeh, S., Kalhor, A., Jamalabadi, H., Araabi, B. N., & Ahmadabadi, M. N. (2016). Online local input selection through evolving heterogeneous fuzzy inference system. IEEE Transactions on Fuzzy Systems.
Before 2016
Jamalabadi, H., Nasrollahi, H., Ahmadabadi, M. N., Araabi, B. N., Vahabie, A., & Abolghasemi, M. (2012). A dynamic bio-inspired model of categorization. In International Conference on Neural Information Processing. Springer (pp.160-167).
Jamalabadi, H. , Boroomand, F., Lucas, C., Fereidunian, A., Zamani, M. A., & Lesani, H. (2011). A novel hybrid adaptive nonlinear controller using Gaussian Process Prior and Fuzzy control. In Integrated Systems, Design and Technology. Springer (pp. 301-312).
Photo by Alina Grubnyak
Prof. Dr. Hamidreza Jamalabadi
Philipps-Universität Marburg
Klinik für Psychiatrie und Psychotherapie
Rudolf-Bultmann-Straße 8
35039 Marburg
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