{"id":"https://openalex.org/W4408898998","doi":"https://doi.org/10.1109/bci65088.2025.10931754","title":"Improving Performance in fNIRS Single Trial Analysis: Multidisciplinary Opportunities and Perspective","display_name":"Improving Performance in fNIRS Single Trial Analysis: Multidisciplinary Opportunities and Perspective","publication_year":2025,"publication_date":"2025-02-24","ids":{"openalex":"https://openalex.org/W4408898998","doi":"https://doi.org/10.1109/bci65088.2025.10931754"},"language":"en","primary_location":{"id":"doi:10.1109/bci65088.2025.10931754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bci65088.2025.10931754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 13th International Conference on Brain-Computer Interface (BCI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063086487","display_name":"Alexander von L\u00fchmann","orcid":"https://orcid.org/0000-0002-4995-293X"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Alexander von L\u00fchmann","raw_affiliation_strings":["Technical University of Berlin - BIFOLD,Intelligent Biomedical Sensing Lab,Berlin,Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Berlin - BIFOLD,Intelligent Biomedical Sensing Lab,Berlin,Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107548631","display_name":"Eike Middell","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eike Middell","raw_affiliation_strings":["Technical University of Berlin - BIFOLD,Intelligent Biomedical Sensing Lab,Berlin,Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Berlin - BIFOLD,Intelligent Biomedical Sensing Lab,Berlin,Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687691","display_name":"Thomas Fischer","orcid":"https://orcid.org/0000-0001-6005-2177"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Fischer","raw_affiliation_strings":["Technical University of Berlin - BIFOLD,Intelligent Biomedical Sensing Lab,Berlin,Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Berlin - BIFOLD,Intelligent Biomedical Sensing Lab,Berlin,Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041993044","display_name":"C. Tesch","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Tesch","raw_affiliation_strings":["Technical University of Berlin - BIFOLD,Intelligent Biomedical Sensing Lab,Berlin,Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Berlin - BIFOLD,Intelligent Biomedical Sensing Lab,Berlin,Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116821307","display_name":"Bilal Siddique","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bilal Siddique","raw_affiliation_strings":["Technical University of Berlin - BIFOLD,Intelligent Biomedical Sensing Lab,Berlin,Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Berlin - BIFOLD,Intelligent Biomedical Sensing Lab,Berlin,Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108288922","display_name":"Bernhard Zimmermann","orcid":null},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bernhard B. Zimmermann","raw_affiliation_strings":["Boston University,Biomedical Engineering,Boston,USA"],"affiliations":[{"raw_affiliation_string":"Boston University,Biomedical Engineering,Boston,USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116821308","display_name":"Shakiba Moradi","orcid":null},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shakiba Moradi","raw_affiliation_strings":["Technical University of Berlin - BIFOLD,Intelligent Biomedical Sensing Lab,Berlin,Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Berlin - BIFOLD,Intelligent Biomedical Sensing Lab,Berlin,Germany","institution_ids":["https://openalex.org/I4577782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035399148","display_name":"David A. Boas","orcid":"https://orcid.org/0000-0002-6709-7711"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David A. Boas","raw_affiliation_strings":["Boston University,Biomedical Engineering,Boston,USA"],"affiliations":[{"raw_affiliation_string":"Boston University,Biomedical Engineering,Boston,USA","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072994165","display_name":"Klaus-Robert M\u00fcller","orcid":"https://orcid.org/0000-0002-3861-7685"},"institutions":[{"id":"https://openalex.org/I4577782","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40","country_code":"DE","type":"education","lineage":["https://openalex.org/I4577782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Klaus-Robert M\u00fcller","raw_affiliation_strings":["Technical University of Berlin - BIFOLD,Machine Learning Department,Berlin,Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Berlin - BIFOLD,Machine Learning Department,Berlin,Germany","institution_ids":["https://openalex.org/I4577782"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5063086487"],"corresponding_institution_ids":["https://openalex.org/I4577782"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10579884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.2736000120639801,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10821","display_name":"Cardiovascular Function and Risk Factors","score":0.2736000120639801,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.7020820379257202},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.6611238121986389},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5507519841194153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28695225715637207},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09511122107505798}],"concepts":[{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.7020820379257202},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.6611238121986389},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5507519841194153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28695225715637207},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09511122107505798},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bci65088.2025.10931754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bci65088.2025.10931754","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 13th International Conference on Brain-Computer Interface (BCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1879141805","https://openalex.org/W1906317191","https://openalex.org/W2029802912","https://openalex.org/W2045561515","https://openalex.org/W2047401359","https://openalex.org/W2080209960","https://openalex.org/W2109165772","https://openalex.org/W2111692383","https://openalex.org/W2118594065","https://openalex.org/W2121682721","https://openalex.org/W2141250485","https://openalex.org/W2161169693","https://openalex.org/W2332309863","https://openalex.org/W2509289062","https://openalex.org/W2794345050","https://openalex.org/W2945279451","https://openalex.org/W2952560166","https://openalex.org/W2995583741","https://openalex.org/W3008922215","https://openalex.org/W3119666920","https://openalex.org/W3126482412","https://openalex.org/W4281697729","https://openalex.org/W4285019750","https://openalex.org/W4286001525","https://openalex.org/W4377043587","https://openalex.org/W4401817423","https://openalex.org/W4401923527","https://openalex.org/W7039488829"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4286508873","https://openalex.org/W2185045523","https://openalex.org/W2175024588","https://openalex.org/W2007640890","https://openalex.org/W156969523","https://openalex.org/W184430638","https://openalex.org/W1982406023"],"abstract_inverted_index":{"Advancements":[0],"in":[1,71,94,111,127],"wearable":[2,95,112],"technologies":[3],"and":[4,42,51,67,98,124,145],"signal":[5],"analysis":[6,144],"are":[7],"bringing":[8],"functional":[9],"Near-Infrared":[10],"Spectroscopy":[11],"(fNIRS)":[12],"to":[13,59,102],"the":[14,47,62,91,120],"forefront":[15],"of":[16,49,53,64],"mobile":[17,65],"non-invasive":[18],"brain-computer":[19],"interface":[20],"research.":[21],"As":[22],"it":[23],"gains":[24],"main-stream":[25],"attention,":[26],"Diffuse":[27],"Optical":[28],"Tomography":[29],"(DOT),":[30],"a":[31],"high-density":[32],"fNIRS":[33,66,121],"variant,":[34],"shows":[35],"great":[36],"promise":[37],"by":[38,108],"enhancing":[39],"spatial":[40],"resolution":[41],"brain-imaging":[43],"contrast":[44],"while":[45],"maintaining":[46],"ease":[48],"use":[50],"usability":[52],"optical":[54],"brain":[55],"imaging":[56],"techniques.":[57],"However,":[58],"fully":[60],"unlock":[61],"potential":[63],"DOT,":[68],"persisting":[69],"challenges":[70],"extracting":[72],"meaningful":[73],"task-evoked":[74],"hemodynamic":[75],"signals":[76],"amidst":[77],"systemic":[78],"physiological":[79],"noise":[80],"must":[81],"be":[82],"overcome,":[83],"particularly":[84],"for":[85,141],"single-trial":[86],"analyses.":[87],"We":[88],"briefly":[89],"review":[90],"recent":[92],"advances":[93,110],"fNIRS/DOT":[96,143],"instrumentation":[97,114],"highlight":[99],"multidisciplinary":[100],"opportunities":[101],"improve":[103],"single":[104],"trial":[105],"decoding":[106],"performance":[107],"combining":[109],"DOT":[113],"with":[115],"model-driven":[116],"best":[117],"practices":[118],"from":[119],"neuroscience":[122],"community":[123],"data-driven":[125],"innovations":[126],"multimodal":[128,146],"machine":[129,147],"learning.":[130,148],"Finally,":[131],"we":[132],"introduce":[133],"Cedalion,":[134],"our":[135],"recently":[136],"launched":[137],"open-source":[138],"Python":[139],"toolbox":[140],"state-of-the-art":[142]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}