Predicting brain-age from raw T1-weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks.

Bernhard T. Baune

Lukas Fisch Jan Ernsting Nils R. Winter Vincent Holstein Ramona Leenings Marie Beisemann Kelvin Sarink Daniel Emden Nils Opel Ronny Redlich Jonathan Repple Dominik Grotegerd Susanne Meinert Niklas Wulms Heike Minnerup Jochen G. Hirsch Thoralf Niendorf Beate Endemann Fabian Bamberg Thomas Kröncke Annette Peters Robin Bülow Henry Völzke Oyunbileg von Stackelberg Ramona Felizitas Sowade Lale Umutlu Börge Schmidt Svenja Caspers Harald Kugel Bernhard T. Baune Tilo Kircher Benjamin Risse Udo Dannlowski Klaus Berger Tim Hahn Predicting brain-age from raw T1-weighted Magnetic Resonance Imaging data using 3D Convolutional Neural Networks. 2021 abs/2103.11695 CoRR https://arxiv.org/abs/2103.11695 db/journals/corr/corr2103.html#abs-2103-11695

Claas Flint Katharina Förster Sophie A. Koser Carsten Konrad Pienie Zwitserlood Klaus Berger Marco Hermesdorf Tilo Kircher Igor Nenadic Axel Krug Bernhard T. Baune Katharina Dohm Ronny Redlich Nils Opel Tim Hahn Xiaoyi Jiang 0001 Udo Dannlowski Dominik Grotegerd Biological sex classification with structural MRI data shows increased misclassification in transgender women. 2019 abs/1911.10617 CoRR http://arxiv.org/abs/1911.10617 db/journals/corr/corr1911.html#abs-1911-10617

Claas Flint Micah Cearns Nils Opel Ronny Redlich David M. A. Mehler Daniel Emden Nils R. Winter Ramona Leenings Simon B. Eickhoff Tilo Kircher Axel Krug Igor Nenadic Volker Arolt Scott Clark Bernhard T. Baune Xiaoyi Jiang 0001 Udo Dannlowski Tim Hahn Systematic Overestimation of Machine Learning Performance in Neuroimaging Studies of Depression. 2019 abs/1912.06686 CoRR http://arxiv.org/abs/1912.06686 db/journals/corr/corr1912.html#abs-1912-06686

Katharina Domschke Bernhard T. Baune Linda Havlik Anja Stuhrmann Thomas Suslow Harald Kugel Peter Zwanzger Dominik Grotegerd Christina Sehlmeyer Volker Arolt Udo Dannlowski Catechol-O-methyltransferase gene variation: Impact on amygdala response to aversive stimuli. 2222-2229 2012 60 NeuroImage 4 https://doi.org/10.1016/j.neuroimage.2012.02.039 https://www.wikidata.org/entity/Q48630282 db/journals/neuroimage/neuroimage60.html#DomschkeBHSSKZGSAD12

Christian Beste Bernhard T. Baune Katharina Domschke Michael Falkenstein Carsten Konrad Dissociable influences of NR2B-receptor related neural transmission on functions of distinct associative basal ganglia circuits. 309-315 2010 52 NeuroImage 1 https://doi.org/10.1016/j.neuroimage.2010.04.022 https://www.wikidata.org/entity/Q39882019 db/journals/neuroimage/neuroimage52.html#BesteBDFK10

Udo Dannlowski Carsten Konrad Harald Kugel Pienie Zwitserlood Katharina Domschke Sonja Schöning Patricia Ohrmann Jochen Bauer Martin Pyka Christa Hohoff Weiqi Zhang Bernhard T. Baune Walter Heindel Volker Arolt Thomas Suslow Emotion specific modulation of automatic amygdala responses by 5-HTTLPR genotype. 893-898 2010 53 NeuroImage 3 https://doi.org/10.1016/j.neuroimage.2009.11.073 https://www.wikidata.org/entity/Q43229384 db/journals/neuroimage/neuroimage53.html#DannlowskiKKZDSOBPHZBHAS10

Tuan D. Pham Uwe Eisenblätter Jonathan Golledge Bernhard T. Baune Klaus Berger Segmentation of medical images using geo-theoretic distance matrix in fuzzy clustering. 3369-3372 2009 ICIP https://doi.org/10.1109/ICIP.2009.5413877 conf/icip/2009 db/conf/icip/icip2009.html#PhamEGBB09 Volker Arolt Fabian Bamberg Jochen Bauer Marie Beisemann Klaus Berger Christian Beste Robin Bülow Svenja Caspers Micah Cearns Scott Clark Udo Dannlowski Katharina Dohm Katharina Domschke Simon B. Eickhoff Uwe Eisenblätter Daniel Emden Beate Endemann Jan Ernsting Michael Falkenstein Lukas Fisch Claas Flint Katharina Förster Jonathan Golledge Dominik Grotegerd Tim Hahn Linda Havlik Walter Heindel Marco Hermesdorf Jochen G. Hirsch Christa Hohoff Vincent Holstein Xiaoyi Jiang 0001 Tilo Kircher Carsten Konrad Sophie A. Koser Thomas Kröncke Axel Krug Harald Kugel Ramona Leenings David M. A. Mehler Susanne Meinert Heike Minnerup Igor Nenadic Thoralf Niendorf Patricia Ohrmann Nils Opel Annette Peters Tuan D. Pham Martin Pyka Ronny Redlich Jonathan Repple Benjamin Risse Kelvin Sarink Börge Schmidt Sonja Schöning Christina Sehlmeyer Ramona Felizitas Sowade Oyunbileg von Stackelberg Anja Stuhrmann Thomas Suslow Lale Umutlu Henry Völzke Nils R. Winter Niklas Wulms Weiqi Zhang Peter Zwanzger Pienie Zwitserlood