001019168 001__ 1019168 001019168 005__ 20250320202215.0 001019168 0247_ $$2doi$$a10.52294/258801b4-a9a9-4d30-a468-c43646391211 001019168 0247_ $$2datacite_doi$$a10.34734/FZJ-2023-05214 001019168 037__ $$aFZJ-2023-05214 001019168 082__ $$a700 001019168 1001_ $$0P:(DE-HGF)0$$aNikolaidis, Aki$$b0$$eCorresponding author 001019168 245__ $$aProceedings of the OHBM Brainhack 2021 001019168 260__ $$aNew York, NY$$bAperture Foundation Inc.$$c2023 001019168 3367_ $$2DRIVER$$aarticle 001019168 3367_ $$2DataCite$$aOutput Types/Journal article 001019168 3367_ $$0PUB:(DE-HGF)16$$2PUB:(DE-HGF)$$aJournal Article$$bjournal$$mjournal$$s1742457404_27322 001019168 3367_ $$2BibTeX$$aARTICLE 001019168 3367_ $$2ORCID$$aJOURNAL_ARTICLE 001019168 3367_ $$00$$2EndNote$$aJournal Article 001019168 520__ $$aThe global pandemic presented new challenges and op-portunities for organizing conferences, and OHBM 2021was no exception. The OHBM Brainhack is an event thatoccurs just prior to the OHBM meeting, typically in-per-son, where scientists of all levels of expertise and interestgather to work and learn together for a few days in a col-laborative hacking-style environment on projects of com-mon interest (1). Building off the success of the OHBM2020 Hackathon (2), the 2021 Open Science SpecialInterest Group came together online to organize a largecoordinated Brainhack event that would take place overthe course of 4 days. The OHBM 2021 Brainhack eventwas organized along two guiding principles, providinga highly inclusive collaborative environment for inter-action between scientists across disciplines and levelsof expertise to push forward important projects thatneed support, also known as the “Hack-Track” of theBrainhack. The second aim of the OHBM Brainhack is toempower scientists to improve the quality of their sci-entific endeavors by providing high-quality hands-ontraining on best practices in open-science approaches.This is best exemplified by the training events providedby the “Train-Track” at the OHBM 2021 Brainhack. Here,we briefly explain both of these elements of the OHBM2021 Brainhack, before continuing on to the Brainhackproceedings. 001019168 536__ $$0G:(DE-HGF)POF4-5254$$a5254 - Neuroscientific Data Analytics and AI (POF4-525)$$cPOF4-525$$fPOF IV$$x0 001019168 588__ $$aDataset connected to CrossRef 001019168 7001_ $$0P:(DE-HGF)0$$aManchini, Matteo$$b1 001019168 7001_ $$0P:(DE-HGF)0$$aAuer, Tibor$$b2 001019168 7001_ $$0P:(DE-HGF)0$$aL. Bottenhorn, Katherine$$b3 001019168 7001_ $$0P:(DE-HGF)0$$aAlonso-Ortiz, Eva$$b4 001019168 7001_ $$0P:(DE-HGF)0$$aGonzalez-Escamilla, Gabriel$$b5 001019168 7001_ $$0P:(DE-Juel1)173843$$aValk, Sofie$$b6 001019168 7001_ $$0P:(DE-HGF)0$$aGlatard, Tristan$$b7 001019168 7001_ $$0P:(DE-HGF)0$$aSelim Atay, Melvin$$b8 001019168 7001_ $$0P:(DE-HGF)0$$aM. M. Bayer, Johanna$$b9 001019168 7001_ $$0P:(DE-HGF)0$$aBijsterbosch, Janine$$b10 001019168 7001_ $$0P:(DE-HGF)0$$aAlgermissen, Johannes$$b11 001019168 7001_ $$0P:(DE-HGF)0$$aBeck, Natacha$$b12 001019168 7001_ $$0P:(DE-HGF)0$$aBermudez, Patrick$$b13 001019168 7001_ $$0P:(DE-HGF)0$$aPoyraz Bilgin, Isil$$b14 001019168 7001_ $$0P:(DE-HGF)0$$aBollmann, Steffen$$b15 001019168 7001_ $$0P:(DE-HGF)0$$aBradley, Claire$$b16 001019168 7001_ $$0P:(DE-HGF)0$$aE. J. 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