Significance and stability of deep learning-based identification of subtypes within major psychiatric disorders

por Winter, Nils R., Hahn, Tim
Publicado 2022

Recommendations and future directions for supervised machine learning in psychiatry

por Cearns, Micah, Hahn, Tim, Baune, Bernhard T.
Publicado 2019

Interpreting weights of multimodal machine learning models—problems and pitfalls

por Winter, Nils Ralf, Goltermann, Janik, Dannlowski, Udo, Hahn, Tim
Publicado 2021

Local Synchronization of Resting-State Dynamics Encodes Gray’s Trait Anxiety

por Hahn, Tim, Dresler, Thomas, Pyka, Martin, Notebaert, Karolien, Fallgatter, Andreas J.
Publicado 2013

Linking Online Gaming and Addictive Behavior: Converging Evidence for a General Reward Deficiency in Frequent Online Gamers

por Hahn, Tim, Notebaert, Karolien Hilde, Dresler, Thomas, Kowarsch, Linda, Reif, Andreas, Fallgatter, Andreas J.
Publicado 2014

Proteomic Profiling as a Diagnostic Biomarker for Discriminating Between Bipolar and Unipolar Depression

por Kittel-Schneider, Sarah, Hahn, Tim, Haenisch, Frieder, McNeill, Rhiannon, Reif, Andreas, Bahn, Sabine
Publicado 2020

Simulation of Near-Infrared Light Absorption Considering Individual Head and Prefrontal Cortex Anatomy: Implications for Optical Neuroimaging

por Haeussinger, Florian B., Heinzel, Sebastian, Hahn, Tim, Schecklmann, Martin, Ehlis, Ann-Christine, Fallgatter, Andreas J.
Publicado 2011

Predicting intelligence from brain gray matter volume

por Hilger, Kirsten, Winter, Nils R., Leenings, Ramona, Sassenhagen, Jona, Hahn, Tim, Basten, Ulrike, Fiebach, Christian J.
Publicado 2020

Editorial: Predicting Chronological Age From Structural Neuroimaging: The Predictive Analytics Competition 2019

por Fisch, Lukas, Leenings, Ramona, Winter, Nils R., Dannlowski, Udo, Gaser, Christian, Cole, James H., Hahn, Tim
Publicado 2021

From multivariate methods to an AI ecosystem

por Winter, Nils R., Cearns, Micah, Clark, Scott R., Leenings, Ramona, Dannlowski, Udo, Baune, Bernhard T., Hahn, Tim
Publicado 2021

Facial width-to-height ratio differs by social rank across organizations, countries, and value systems

por Hahn, Tim, Winter, Nils R., Anderl, Christine, Notebaert, Karolien, Wuttke, Alina Marie, Clément, Celina Chantal, Windmann, Sabine
Publicado 2017

Smartphone-Based Self-Reports of Depressive Symptoms Using the Remote Monitoring Application in Psychiatry (ReMAP): Interformat Validation Study

por Goltermann, Janik, Emden, Daniel, Leehr, Elisabeth Johanna, Dohm, Katharina, Redlich, Ronny, Dannlowski, Udo, Hahn, Tim, Opel, Nils
Publicado 2021

Combining heterogeneous data sources for neuroimaging based diagnosis: re-weighting and selecting what is important

por Donini, Michele, Monteiro, João M., Pontil, Massimiliano, Hahn, Tim, Fallgatter, Andreas J., Shawe-Taylor, John, Mourão-Miranda, Janaina
Publicado 2019

Seizure Prediction in Genetic Rat Models of Absence Epilepsy: Improved Performance through Multiple-Site Cortico-Thalamic Recordings Combined with Machine Learning

por Budde, Björn, Maksimenko, Vladimir, Sarink, Kelvin, Seidenbecher, Thomas, van Luijtelaar, Gilles, Hahn, Tim, Pape, Hans-Christian, Lüttjohann, Annika
Publicado 2022

Sparse network-based models for patient classification using fMRI

por Rosa, Maria J., Portugal, Liana, Hahn, Tim, Fallgatter, Andreas J., Garrido, Marta I., Shawe-Taylor, John, Mourao-Miranda, Janaina
Publicado 2015

Patient classification as an outlier detection problem: An application of the One-Class Support Vector Machine

por Mourão-Miranda, Janaina, Hardoon, David R., Hahn, Tim, Marquand, Andre F., Williams, Steve C.R., Shawe-Taylor, John, Brammer, Michael
Publicado 2011

Medial prefrontal cortex stimulation modulates the processing of conditioned fear

por Guhn, Anne, Dresler, Thomas, Andreatta, Marta, Müller, Laura D., Hahn, Tim, Tupak, Sara V., Polak, Thomas, Deckert, Jürgen, Herrmann, Martin J.
Publicado 2014

Dual Tasking for the Differentiation between Depression and Mild Cognitive Impairment

por Metzger, Florian G., Hobert, Markus A., Ehlis, Ann-Christine, Hasmann, Sandra E., Hahn, Tim, Eschweiler, Gerhard W., Berg, Daniela, Fallgatter, Andreas J., Maetzler, Walter
Publicado 2016

Large-Scale Wearable Sensor Deployment in Parkinson’s Patients: The Parkinson@Home Study Protocol

por Silva de Lima, Ana Lígia, Hahn, Tim, de Vries, Nienke M, Cohen, Eli, Bataille, Lauren, Little, Max A, Baldus, Heribert, Bloem, Bastiaan R, Faber, Marjan J
Publicado 2016

Association of polysialic acid serum levels with schizophrenia spectrum and bipolar disorder-related structural brain changes and hospitalization

por Müller-Miny, Louisa, Thiel, Katharina, Meinert, Susanne, Hahn, Tim, Kircher, Tilo, Nenadić, Igor, Krug, Axel, Hufschmidt, Felix, Liao, Huan, Neumann, Harald, Dannlowski, Udo, Lünemann, Jan D.
Publicado 2023