{"id":"https://openalex.org/W7128163988","doi":"https://doi.org/10.3389/frobt.2026.1785247","title":"Editorial: Integrative approaches with BCI and robotics for improved human interaction","display_name":"Editorial: Integrative approaches with BCI and robotics for improved human interaction","publication_year":2026,"publication_date":"2026-02-06","ids":{"openalex":"https://openalex.org/W7128163988","doi":"https://doi.org/10.3389/frobt.2026.1785247","pmid":"https://pubmed.ncbi.nlm.nih.gov/41726112"},"language":"en","primary_location":{"id":"doi:10.3389/frobt.2026.1785247","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frobt.2026.1785247","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/robotics-and-ai/articles/10.3389/frobt.2026.1785247/pdf","source":{"id":"https://openalex.org/S2595095599","display_name":"Frontiers in Robotics and AI","issn_l":"2296-9144","issn":["2296-9144"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Robotics and AI","raw_type":"journal-article"},"type":"editorial","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://public-pages-files-2025.frontiersin.org/journals/robotics-and-ai/articles/10.3389/frobt.2026.1785247/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5125277142","display_name":"Hammad Nazeer","orcid":null},"institutions":[{"id":"https://openalex.org/I1294991024","display_name":"Air University","ror":"https://ror.org/05jwcsm16","country_code":"US","type":"education","lineage":["https://openalex.org/I1294991024","https://openalex.org/I1330347796","https://openalex.org/I2802362820","https://openalex.org/I4210102105"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hammad Nazeer","raw_affiliation_strings":["Department of Mechatronics Engineering, Air University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechatronics Engineering, Air University","institution_ids":["https://openalex.org/I1294991024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125279616","display_name":"Farzan M. Noori","orcid":null},"institutions":[{"id":"https://openalex.org/I184942183","display_name":"University of Oslo","ror":"https://ror.org/01xtthb56","country_code":"NO","type":"education","lineage":["https://openalex.org/I184942183"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Farzan M. Noori","raw_affiliation_strings":["Department of Informatics and RITMO, University of Oslo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics and RITMO, University of Oslo","institution_ids":["https://openalex.org/I184942183"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086299624","display_name":"Rayyan Azam Khan","orcid":"https://orcid.org/0000-0001-5816-1251"},"institutions":[{"id":"https://openalex.org/I4210088414","display_name":"CancerCare Manitoba","ror":"https://ror.org/005cmms77","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210088414"]},{"id":"https://openalex.org/I4210166742","display_name":"Research Institute in Oncology and Hematology","ror":"https://ror.org/05qer3y84","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210088414","https://openalex.org/I4210166742","https://openalex.org/I46247651"]},{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rayyan Azam Khan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Manitoba","Paul Albrechtsen Research Institute, CancerCare Manitoba"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Manitoba","institution_ids":["https://openalex.org/I46247651"]},{"raw_affiliation_string":"Paul Albrechtsen Research Institute, CancerCare Manitoba","institution_ids":["https://openalex.org/I4210088414","https://openalex.org/I4210166742"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1950,"currency":"CHF","value_usd":2353},"apc_paid":{"value":1950,"currency":"CHF","value_usd":2353},"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"1785247","last_page":"1785247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.8579999804496765,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.8579999804496765,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.014299999922513962,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":0.009800000116229057,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/neurorehabilitation","display_name":"Neurorehabilitation","score":0.8684999942779541},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.8421000242233276},{"id":"https://openalex.org/keywords/robotics","display_name":"Robotics","score":0.602400004863739},{"id":"https://openalex.org/keywords/human\u2013robot-interaction","display_name":"Human\u2013robot interaction","score":0.5425999760627747},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.45669999718666077},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.45329999923706055},{"id":"https://openalex.org/keywords/rehabilitation-robotics","display_name":"Rehabilitation robotics","score":0.40709999203681946},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.3961000144481659}],"concepts":[{"id":"https://openalex.org/C47177892","wikidata":"https://www.wikidata.org/wiki/Q3510101","display_name":"Neurorehabilitation","level":3,"score":0.8684999942779541},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.8421000242233276},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7660999894142151},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.602400004863739},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5557000041007996},{"id":"https://openalex.org/C145460709","wikidata":"https://www.wikidata.org/wiki/Q859951","display_name":"Human\u2013robot interaction","level":3,"score":0.5425999760627747},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5375000238418579},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.45669999718666077},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.45329999923706055},{"id":"https://openalex.org/C2775862927","wikidata":"https://www.wikidata.org/wiki/Q7309766","display_name":"Rehabilitation robotics","level":3,"score":0.40709999203681946},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3961000144481659},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.3928000032901764},{"id":"https://openalex.org/C135641252","wikidata":"https://www.wikidata.org/wiki/Q738567","display_name":"Multimodal interaction","level":2,"score":0.34049999713897705},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.3393999934196472},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.30230000615119934},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.29910001158714294},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2944999933242798},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.27889999747276306},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.2768000066280365},{"id":"https://openalex.org/C186720457","wikidata":"https://www.wikidata.org/wiki/Q7087","display_name":"Consciousness","level":2,"score":0.26660001277923584},{"id":"https://openalex.org/C2987082051","wikidata":"https://www.wikidata.org/wiki/Q223642","display_name":"Human interaction","level":2,"score":0.2632000148296356},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.25600001215934753}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/frobt.2026.1785247","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frobt.2026.1785247","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/robotics-and-ai/articles/10.3389/frobt.2026.1785247/pdf","source":{"id":"https://openalex.org/S2595095599","display_name":"Frontiers in Robotics and AI","issn_l":"2296-9144","issn":["2296-9144"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Robotics and AI","raw_type":"journal-article"},{"id":"pmid:41726112","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41726112","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":"Frontiers in robotics and AI","raw_type":"Editorial"},{"id":"pmh:oai:doaj.org/article:9d3497199e094bce90a2c596fe83aa98","is_oa":true,"landing_page_url":"https://doaj.org/article/9d3497199e094bce90a2c596fe83aa98","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Robotics and AI, Vol 13 (2026)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12921480","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12921480/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Front Robot AI","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3389/frobt.2026.1785247","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frobt.2026.1785247","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/robotics-and-ai/articles/10.3389/frobt.2026.1785247/pdf","source":{"id":"https://openalex.org/S2595095599","display_name":"Frontiers in Robotics and AI","issn_l":"2296-9144","issn":["2296-9144"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Robotics and AI","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7128163988.pdf","grobid_xml":"https://content.openalex.org/works/W7128163988.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2045561515","https://openalex.org/W2811153207","https://openalex.org/W3110225343","https://openalex.org/W4386743573","https://openalex.org/W4387875499","https://openalex.org/W4388467449","https://openalex.org/W4394859234","https://openalex.org/W4404192739"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,5],"advancement":[2],"in":[3,15,39],"neurotechnology":[4],"human-machine":[6],"interaction":[7],"has":[8,91],"been":[9,92],"redefined,":[10],"11":[11],"specifically":[12],"with":[13,100,110],"progress":[14],"brain-computer":[16],"interface":[17],"(BCI)":[18],"systems":[19],"(Zhang":[20],"et":[21,52,124],"al.":[22,53,125],"2023).":[23,126],"By":[24],"12":[25],"translating":[26],"neural":[27],"activity":[28],"directly":[29],"into":[30],"machine-executable":[31],"commands,":[32],"BCIs":[33,61,70],"are":[34,71],"unlocking":[35],"13":[36],"unprecedented":[37],"possibilities":[38],"healthcare,":[40],"assistive":[41],"robotics,":[42],"brain-controlled":[43],"therapy":[44],"and":[45,49,66,68,75,79,83,103,121],"14":[46],"neurorehabilitation":[47],"(Karikari":[48],"Koshechkin":[50],"2023;Nazeer":[51],"2025).":[54],"Among":[55],"all":[56],"BCI":[57],"types,":[58],"15":[59],"invasive":[60],"have":[62],"better":[63],"signal":[64],"quality":[65],"precision,":[67],"non-invasive":[69,87],"cheaper,":[72],"16":[73],"comfortable,":[74],"suitable":[76],"for":[77,115,137],"consumer":[78],"clinical":[80],"use":[81],"(Naseer":[82],"Hong":[84,122],"2015).":[85],"In":[86],"17BCIs,":[88],"intensive":[89],"research":[90],"performed,":[93],"still":[94],"there":[95],"is":[96],"need":[97],"to":[98],"cope":[99],"lower":[101],"resolution":[102],"18":[104],"noise":[105],"which":[106],"can":[107],"be":[108],"improved":[109],"pre-processing,":[111],"artificial":[112],"intelligence":[113],"(AI)":[114],"robotic":[116],"applications":[117],"19":[118],"(Hong,":[119],"Khan,":[120],"2018;Hanafi":[123],"20":[127],"The":[128],"author(s)":[129],"declared":[130],"that":[131],"financial":[132],"support":[133],"was":[134],"not":[135],"received":[136],"this":[138],"work":[139],"and/or":[140],"its":[141],"publication.":[142],"76":[143]},"counts_by_year":[],"updated_date":"2026-08-25T07:29:55.448023","created_date":"2026-02-07T00:00:00"}
