{"id":"https://openalex.org/W2702438521","doi":"https://doi.org/10.1016/j.neuroimage.2017.06.039","title":"OpenNFT: An open-source Python/Matlab framework for real-time fMRI neurofeedback training based on activity, connectivity and multivariate pattern analysis","display_name":"OpenNFT: An open-source Python/Matlab framework for real-time fMRI neurofeedback training based on activity, connectivity and multivariate pattern analysis","publication_year":2017,"publication_date":"2017-06-21","ids":{"openalex":"https://openalex.org/W2702438521","doi":"https://doi.org/10.1016/j.neuroimage.2017.06.039","mag":"2702438521","pmid":"https://pubmed.ncbi.nlm.nih.gov/28645842"},"language":"en","primary_location":{"id":"doi:10.1016/j.neuroimage.2017.06.039","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2017.06.039","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.neuroimage.2017.06.039","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063737188","display_name":"Yury Koush","orcid":"https://orcid.org/0000-0002-3684-5641"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]},{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH","US"],"is_corresponding":true,"raw_author_name":"Yury Koush","raw_affiliation_strings":["Department of Radiology and Medical Imaging, Yale University, New Haven, USA; Institute of Bioengineering, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland; Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland. Electronic address: yury.koush@yale.edu","Department of Radiology and Medical Imaging, Yale University, New Haven, USA","Institute of Bioengineering, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland","Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Medical Imaging, Yale University, New Haven, USA; Institute of Bioengineering, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland; Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland. Electronic address: yury.koush@yale.edu","institution_ids":[]},{"raw_affiliation_string":"Department of Radiology and Medical Imaging, Yale University, New Haven, USA","institution_ids":["https://openalex.org/I32971472"]},{"raw_affiliation_string":"Institute of Bioengineering, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029410349","display_name":"John Ashburner","orcid":"https://orcid.org/0000-0001-7605-2518"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I165524941","display_name":"Wellcome Centre for Human Neuroimaging","ror":"https://ror.org/02704qw51","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I165524941","https://openalex.org/I45129253","https://openalex.org/I87048295"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Ashburner","raw_affiliation_strings":["Wellcome Trust Centre for Neuroimaging, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Wellcome Trust Centre for Neuroimaging, University College London, London, UK","institution_ids":["https://openalex.org/I165524941","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069008809","display_name":"Evgeny Prilepin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Evgeny Prilepin","raw_affiliation_strings":["Aligned Research Group, 20 S Santa Cruz Ave 300, 95030 Los Gatos, CA, USA"],"affiliations":[{"raw_affiliation_string":"Aligned Research Group, 20 S Santa Cruz Ave 300, 95030 Los Gatos, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080812674","display_name":"Ronald Sladky","orcid":"https://orcid.org/0000-0002-5986-1572"},"institutions":[{"id":"https://openalex.org/I4210124410","display_name":"Swiss Integrative Center for Human Health","ror":"https://ror.org/037xabw57","country_code":"CH","type":"facility","lineage":["https://openalex.org/I4210124410"]},{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Ronald Sladky","raw_affiliation_strings":["Department of Psychiatric, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Z\u00fcrich, Lenggstrasse 31, 8032 Z\u00fcrich, Switzerland; Neuroscience Center Z\u00fcrich, University of Z\u00fcrich and Swiss Federal Institute of Technology, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland; Z\u00fcrich Center for Integrative Human Physiology (ZIHP), University of Z\u00fcrich, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland","Z\u00fcrich Center for Integrative Human Physiology (ZIHP), University of Z\u00fcrich, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland","Neuroscience Center Z\u00fcrich, University of Z\u00fcrich and Swiss Federal Institute of Technology, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland","Department of Psychiatric, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Z\u00fcrich, Lenggstrasse 31, 8032 Z\u00fcrich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatric, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Z\u00fcrich, Lenggstrasse 31, 8032 Z\u00fcrich, Switzerland; Neuroscience Center Z\u00fcrich, University of Z\u00fcrich and Swiss Federal Institute of Technology, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland; Z\u00fcrich Center for Integrative Human Physiology (ZIHP), University of Z\u00fcrich, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland","institution_ids":[]},{"raw_affiliation_string":"Z\u00fcrich Center for Integrative Human Physiology (ZIHP), University of Z\u00fcrich, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I4210124410","https://openalex.org/I202697423"]},{"raw_affiliation_string":"Neuroscience Center Z\u00fcrich, University of Z\u00fcrich and Swiss Federal Institute of Technology, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I202697423"]},{"raw_affiliation_string":"Department of Psychiatric, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Z\u00fcrich, Lenggstrasse 31, 8032 Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049183256","display_name":"Peter Zeidman","orcid":"https://orcid.org/0000-0003-3610-6619"},"institutions":[{"id":"https://openalex.org/I165524941","display_name":"Wellcome Centre for Human Neuroimaging","ror":"https://ror.org/02704qw51","country_code":"GB","type":"facility","lineage":["https://openalex.org/I124357947","https://openalex.org/I165524941","https://openalex.org/I45129253","https://openalex.org/I87048295"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Zeidman","raw_affiliation_strings":["Wellcome Trust Centre for Neuroimaging, University College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Wellcome Trust Centre for Neuroimaging, University College London, London, UK","institution_ids":["https://openalex.org/I165524941","https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039833478","display_name":"S. A. Bibikov","orcid":"https://orcid.org/0000-0003-1282-4069"},"institutions":[{"id":"https://openalex.org/I4210140390","display_name":"Image Processing Systems Institute","ror":"https://ror.org/03134gf68","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210097085","https://openalex.org/I4210140390"]},{"id":"https://openalex.org/I3124489027","display_name":"Samara National Research University","ror":"https://ror.org/05ggagb37","country_code":"RU","type":"education","lineage":["https://openalex.org/I3124489027"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Sergei Bibikov","raw_affiliation_strings":["Supercomputers and Computer Science Department, Samara University, Moskovskoe shosse str., 34, 443086 Samara, Russia; Image Processing Systems Institute of Russian Academy of Science, Molodogvardeyskaya str., 151, 443001 Samara, Russia","Supercomputers and Computer Science Department, Samara University, Moskovskoe shosse str., 34, 443086 Samara, Russia","Image Processing Systems Institute of Russian Academy of Science, Molodogvardeyskaya str., 151, 443001 Samara, Russia"],"affiliations":[{"raw_affiliation_string":"Supercomputers and Computer Science Department, Samara University, Moskovskoe shosse str., 34, 443086 Samara, Russia; Image Processing Systems Institute of Russian Academy of Science, Molodogvardeyskaya str., 151, 443001 Samara, Russia","institution_ids":[]},{"raw_affiliation_string":"Supercomputers and Computer Science Department, Samara University, Moskovskoe shosse str., 34, 443086 Samara, Russia","institution_ids":["https://openalex.org/I3124489027"]},{"raw_affiliation_string":"Image Processing Systems Institute of Russian Academy of Science, Molodogvardeyskaya str., 151, 443001 Samara, Russia","institution_ids":["https://openalex.org/I4210140390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074536395","display_name":"Frank Scharnowski","orcid":"https://orcid.org/0000-0002-9973-2521"},"institutions":[{"id":"https://openalex.org/I4210124410","display_name":"Swiss Integrative Center for Human Health","ror":"https://ror.org/037xabw57","country_code":"CH","type":"facility","lineage":["https://openalex.org/I4210124410"]},{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Frank Scharnowski","raw_affiliation_strings":["Department of Psychiatric, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Z\u00fcrich, Lenggstrasse 31, 8032 Z\u00fcrich, Switzerland; Neuroscience Center Z\u00fcrich, University of Z\u00fcrich and Swiss Federal Institute of Technology, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland; Z\u00fcrich Center for Integrative Human Physiology (ZIHP), University of Z\u00fcrich, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland","Z\u00fcrich Center for Integrative Human Physiology (ZIHP), University of Z\u00fcrich, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland","Neuroscience Center Z\u00fcrich, University of Z\u00fcrich and Swiss Federal Institute of Technology, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland","Department of Psychiatric, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Z\u00fcrich, Lenggstrasse 31, 8032 Z\u00fcrich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatric, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Z\u00fcrich, Lenggstrasse 31, 8032 Z\u00fcrich, Switzerland; Neuroscience Center Z\u00fcrich, University of Z\u00fcrich and Swiss Federal Institute of Technology, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland; Z\u00fcrich Center for Integrative Human Physiology (ZIHP), University of Z\u00fcrich, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland","institution_ids":[]},{"raw_affiliation_string":"Z\u00fcrich Center for Integrative Human Physiology (ZIHP), University of Z\u00fcrich, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I4210124410","https://openalex.org/I202697423"]},{"raw_affiliation_string":"Neuroscience Center Z\u00fcrich, University of Z\u00fcrich and Swiss Federal Institute of Technology, Winterthurerstr. 190, 8057 Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I202697423"]},{"raw_affiliation_string":"Department of Psychiatric, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Z\u00fcrich, Lenggstrasse 31, 8032 Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060985527","display_name":"\u0410\u0440\u0442\u0435\u043c \u041d\u0438\u043a\u043e\u043d\u043e\u0440\u043e\u0432","orcid":"https://orcid.org/0000-0003-4292-2049"},"institutions":[{"id":"https://openalex.org/I3124489027","display_name":"Samara National Research University","ror":"https://ror.org/05ggagb37","country_code":"RU","type":"education","lineage":["https://openalex.org/I3124489027"]},{"id":"https://openalex.org/I4210140390","display_name":"Image Processing Systems Institute","ror":"https://ror.org/03134gf68","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210097085","https://openalex.org/I4210140390"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Artem Nikonorov","raw_affiliation_strings":["Aligned Research Group, 20 S Santa Cruz Ave 300, 95030 Los Gatos, CA, USA; Supercomputers and Computer Science Department, Samara University, Moskovskoe shosse str., 34, 443086 Samara, Russia; Image Processing Systems Institute of Russian Academy of Science, Molodogvardeyskaya str., 151, 443001 Samara, Russia","Aligned Research Group, 20 S Santa Cruz Ave 300, 95030 Los Gatos, CA, USA","Supercomputers and Computer Science Department, Samara University, Moskovskoe shosse str., 34, 443086 Samara, Russia","Image Processing Systems Institute of Russian Academy of Science, Molodogvardeyskaya str., 151, 443001 Samara, Russia"],"affiliations":[{"raw_affiliation_string":"Aligned Research Group, 20 S Santa Cruz Ave 300, 95030 Los Gatos, CA, USA; Supercomputers and Computer Science Department, Samara University, Moskovskoe shosse str., 34, 443086 Samara, Russia; Image Processing Systems Institute of Russian Academy of Science, Molodogvardeyskaya str., 151, 443001 Samara, Russia","institution_ids":[]},{"raw_affiliation_string":"Aligned Research Group, 20 S Santa Cruz Ave 300, 95030 Los Gatos, CA, USA","institution_ids":[]},{"raw_affiliation_string":"Supercomputers and Computer Science Department, Samara University, Moskovskoe shosse str., 34, 443086 Samara, Russia","institution_ids":["https://openalex.org/I3124489027"]},{"raw_affiliation_string":"Image Processing Systems Institute of Russian Academy of Science, Molodogvardeyskaya str., 151, 443001 Samara, Russia","institution_ids":["https://openalex.org/I4210140390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003693672","display_name":"Dimitri Van De Ville","orcid":"https://orcid.org/0000-0002-2879-3861"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]},{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Dimitri Van De Ville","raw_affiliation_strings":["Institute of Bioengineering, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland; Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","Institute of Bioengineering, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland"],"affiliations":[{"raw_affiliation_string":"Institute of Bioengineering, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland; Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","institution_ids":[]},{"raw_affiliation_string":"Department of Radiology and Medical Informatics, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]},{"raw_affiliation_string":"Institute of Bioengineering, Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne (EPFL), Campus Biotech, Geneva, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5063737188"],"corresponding_institution_ids":["https://openalex.org/I114457229","https://openalex.org/I32971472","https://openalex.org/I5124864"],"apc_list":{"value":3450,"currency":"USD","value_usd":3450},"apc_paid":{"value":3450,"currency":"USD","value_usd":3450},"fwci":4.0954,"has_fulltext":true,"cited_by_count":84,"citation_normalized_percentile":{"value":0.945569,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"156","issue":null,"first_page":"489","last_page":"503"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neurofeedback","display_name":"Neurofeedback","score":0.956198513507843},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.8076925873756409},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7662277221679688},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.6330288648605347},{"id":"https://openalex.org/keywords/toolbox","display_name":"Toolbox","score":0.6252812147140503},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5252710580825806},{"id":"https://openalex.org/keywords/modularity","display_name":"Modularity (biology)","score":0.5174041986465454},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.45788753032684326},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.4330575466156006},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40073469281196594},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37613290548324585},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32239454984664917},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.16269704699516296},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15760260820388794},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.14280962944030762},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13021603226661682}],"concepts":[{"id":"https://openalex.org/C2434490","wikidata":"https://www.wikidata.org/wiki/Q1306920","display_name":"Neurofeedback","level":3,"score":0.956198513507843},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.8076925873756409},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7662277221679688},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.6330288648605347},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.6252812147140503},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5252710580825806},{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.5174041986465454},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.45788753032684326},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.4330575466156006},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40073469281196594},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37613290548324585},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32239454984664917},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.16269704699516296},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15760260820388794},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.14280962944030762},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13021603226661682},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058765","descriptor_name":"Neurofeedback","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D058765","descriptor_name":"Neurofeedback","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D058765","descriptor_name":"Neurofeedback","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":9,"locations":[{"id":"doi:10.1016/j.neuroimage.2017.06.039","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2017.06.039","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},{"id":"pmid:28645842","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28645842","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":null},{"id":"pmh:oai:unige.ch:aou:unige:104889","is_oa":true,"landing_page_url":"https://archive-ouverte.unige.ch/unige:104889","pdf_url":null,"source":{"id":"https://openalex.org/S4306402259","display_name":"Archive ouverte UNIGE (University of Geneva)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114457229","host_organization_name":"University of Geneva","host_organization_lineage":["https://openalex.org/I114457229"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISSN: 1053-8119","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:infoscience.tind.io:230573","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/140127","pdf_url":"https://infoscience.epfl.ch/handle/20.500.14299/140127","source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"research article"},{"id":"pmh:doi:10.5167/uzh-139706","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1560949","is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/1560949/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   Neuroimage , 156    pp. 489-503.   (2017)      ","raw_type":"Article"},{"id":"pmh:oai:infoscience.epfl.ch:230573","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/230573","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:www.research-collection.ethz.ch:20.500.11850/191765","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11850/191765","pdf_url":null,"source":{"id":"https://openalex.org/S4306402302","display_name":"Repository for Publications and Research Data (ETH Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I35440088","host_organization_name":"ETH Zurich","host_organization_lineage":["https://openalex.org/I35440088"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NeuroImage, 156","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"doi:10.3929/ethz-b-000191765","is_oa":true,"landing_page_url":"https://doi.org/10.3929/ethz-b-000191765","pdf_url":null,"source":{"id":"https://openalex.org/S7407051236","display_name":"ETH Z\u00fcrich Research Collection","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1016/j.neuroimage.2017.06.039","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2017.06.039","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1941567727","display_name":null,"funder_award_id":"STWF-17-012","funder_id":"https://openalex.org/F4320333336","funder_display_name":"Foundation for Research in Science and the Humanities"},{"id":"https://openalex.org/G2835244012","display_name":"Phenolic substances with estrogenic disruptor potential as contaminants in the aquatic environment (PHENCON)","funder_award_id":"66566","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G3247402740","display_name":null,"funder_award_id":"BSSGI0_155915","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G3305835615","display_name":"Real-time functional MRS of lactate-based neurofeedback: controlling metabolic activity","funder_award_id":"161083","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G4228993080","display_name":null,"funder_award_id":"166566","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G4400971482","display_name":null,"funder_award_id":"155915","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G5341665618","display_name":null,"funder_award_id":"32003B","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G5981881220","display_name":null,"funder_award_id":"PZ00P3_131932","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G631310339","display_name":null,"funder_award_id":"STWF-17-012","funder_id":"https://openalex.org/F4320323874","funder_display_name":"Universit\u00e4t Z\u00fcrich"},{"id":"https://openalex.org/G7171915063","display_name":null,"funder_award_id":"P300PB_161083","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G7947394593","display_name":null,"funder_award_id":"32003B_166566","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G7967812916","display_name":null,"funder_award_id":"YK: P300PB_161083","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G8284793786","display_name":"Modulating Human Brain Function and Dysfunction with Neurofeedback","funder_award_id":"131932","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8761871046","display_name":"R'Equip: Development of luminescent lanthanide-containing supramolecular assemblies and precursors for functional materials","funder_award_id":"61083","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320315831","display_name":"Wyss Center for Bio and Neuroengineering","ror":"https://ror.org/05tg4dc47"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320323874","display_name":"Universit\u00e4t Z\u00fcrich","ror":"https://ror.org/02crff812"},{"id":"https://openalex.org/F4320329028","display_name":"Samara University","ror":null},{"id":"https://openalex.org/F4320333336","display_name":"Foundation for Research in Science and the Humanities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W1252004326","https://openalex.org/W1514621373","https://openalex.org/W1611781271","https://openalex.org/W1810655782","https://openalex.org/W1965443464","https://openalex.org/W1968165886","https://openalex.org/W1975935794","https://openalex.org/W1977859530","https://openalex.org/W1980518572","https://openalex.org/W1984322424","https://openalex.org/W1990400194","https://openalex.org/W1990447054","https://openalex.org/W1994667251","https://openalex.org/W2005453413","https://openalex.org/W2010570459","https://openalex.org/W2011695670","https://openalex.org/W2012302239","https://openalex.org/W2015136199","https://openalex.org/W2017108196","https://openalex.org/W2024220357","https://openalex.org/W2031719576","https://openalex.org/W2040305148","https://openalex.org/W2043459693","https://openalex.org/W2047090497","https://openalex.org/W2047953235","https://openalex.org/W2050832787","https://openalex.org/W2052355813","https://openalex.org/W2053428045","https://openalex.org/W2053430730","https://openalex.org/W2054311554","https://openalex.org/W2057144249","https://openalex.org/W2060249530","https://openalex.org/W2072179998","https://openalex.org/W2077703305","https://openalex.org/W2078384647","https://openalex.org/W2087677491","https://openalex.org/W2097125193","https://openalex.org/W2101234009","https://openalex.org/W2108807072","https://openalex.org/W2109450100","https://openalex.org/W2113322503","https://openalex.org/W2114104729","https://openalex.org/W2117663940","https://openalex.org/W2118353668","https://openalex.org/W2119914974","https://openalex.org/W2125197016","https://openalex.org/W2128019149","https://openalex.org/W2129520886","https://openalex.org/W2138956457","https://openalex.org/W2141663826","https://openalex.org/W2146292423","https://openalex.org/W2148476853","https://openalex.org/W2149122455","https://openalex.org/W2149248070","https://openalex.org/W2160064161","https://openalex.org/W2161918244","https://openalex.org/W2164194074","https://openalex.org/W2168429524","https://openalex.org/W2169366712","https://openalex.org/W2205189394","https://openalex.org/W2289333991","https://openalex.org/W2317130090","https://openalex.org/W2341130570","https://openalex.org/W2471279723","https://openalex.org/W2517393688","https://openalex.org/W2519600186","https://openalex.org/W2566775857","https://openalex.org/W2567525349","https://openalex.org/W4294214781","https://openalex.org/W6675354045","https://openalex.org/W6676485797","https://openalex.org/W6684329868","https://openalex.org/W6726442138"],"related_works":["https://openalex.org/W584617046","https://openalex.org/W2610684117","https://openalex.org/W4242535509","https://openalex.org/W3094373193","https://openalex.org/W2096913898","https://openalex.org/W2904050376","https://openalex.org/W1983917658","https://openalex.org/W2020519896","https://openalex.org/W2963339673","https://openalex.org/W2795728081"],"abstract_inverted_index":{"Neurofeedback":[0],"based":[1,156],"on":[2,106,157],"real-time":[3],"functional":[4],"magnetic":[5],"resonance":[6],"imaging":[7],"(rt-fMRI)":[8],"is":[9,84,126],"a":[10,66,172,196],"novel":[11,67,182],"and":[12,28,30,45,88,99,129,164],"rapidly":[13],"developing":[14],"research":[15],"field.":[16],"It":[17],"allows":[18],"for":[19,94],"training":[20],"of":[21,37,42,48,65,102,120,131,144,181,199],"voluntary":[22],"control":[23],"over":[24],"localized":[25],"brain":[26,158],"activity":[27,159],"connectivity":[29,162],"has":[31],"demonstrated":[32],"promising":[33],"clinical":[34],"applications.":[35],"Because":[36],"the":[38,46,62,103,107,118,132,142,179],"rapid":[39,100],"technical":[40],"developments":[41,189],"MRI":[43],"techniques":[44],"availability":[47],"high-performance":[49],"computing,":[50],"new":[51,80,146],"methodological":[52,188],"advances":[53],"in":[54,178],"rt-fMRI":[55],"neurofeedback":[56,69,154,183],"become":[57],"possible.":[58],"Here":[59],"we":[60],"outline":[61],"core":[63],"components":[64],"open-source":[68,128,169],"framework,":[70],"termed":[71],"Open":[72],"NeuroFeedback":[73],"Training":[74],"(OpenNFT),":[75],"which":[76],"efficiently":[77],"integrates":[78],"these":[79],"developments.":[81],"This":[82,168],"framework":[83,147,174],"implemented":[85],"using":[86],"Python":[87],"Matlab":[89],"source":[90],"code":[91],"to":[92,117,175,195],"allow":[93],"diverse":[95],"functionality,":[96],"high":[97],"modularity,":[98],"extendibility":[101],"software":[104],"depending":[105],"user's":[108],"needs.":[109],"In":[110],"addition,":[111],"it":[112],"provides":[113,171],"an":[114],"easy":[115],"interface":[116],"functionality":[119,143],"Statistical":[121],"Parametric":[122],"Mapping":[123],"(SPM)":[124],"that":[125,152,186],"also":[127],"one":[130],"most":[133],"widely":[134],"used":[135],"fMRI":[136],"data":[137],"analysis":[138],"software.":[139],"We":[140],"demonstrate":[141],"our":[145],"by":[148],"describing":[149],"case":[150],"studies":[151],"include":[153],"protocols":[155],"levels,":[160],"effective":[161],"models,":[163],"pattern":[165],"classification":[166],"approaches.":[167],"initiative":[170],"suitable":[173],"actively":[176],"engage":[177],"development":[180],"approaches,":[184],"so":[185],"local":[187],"can":[190],"be":[191],"easily":[192],"made":[193],"accessible":[194],"wider":[197],"range":[198],"users.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}