{"id":"https://openalex.org/W4295495817","doi":"https://doi.org/10.1109/embc48229.2022.9871175","title":"Error related fNIRS-EEG microstate analysis during a complex surgical motor task","display_name":"Error related fNIRS-EEG microstate analysis during a complex surgical motor task","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4295495817","doi":"https://doi.org/10.1109/embc48229.2022.9871175","pmid":"https://pubmed.ncbi.nlm.nih.gov/36083946"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9871175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871175","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"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/A5016336524","display_name":"Pushpinder Walia","orcid":"https://orcid.org/0000-0001-9446-1497"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pushpinder Walia","raw_affiliation_strings":["University at Buffalo,NY,USA,14260"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Buffalo,NY,USA,14260","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015458828","display_name":"Yaoyu Fu","orcid":"https://orcid.org/0000-0002-5890-4745"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yaoyu Fu","raw_affiliation_strings":["University at Buffalo,NY,USA,14260"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Buffalo,NY,USA,14260","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034134416","display_name":"Jack Norfleet","orcid":"https://orcid.org/0000-0001-8643-0973"},"institutions":[{"id":"https://openalex.org/I2802705668","display_name":"United States Army Combat Capabilities Development Command","ror":"https://ror.org/02rdkx920","country_code":"US","type":"other","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]},{"id":"https://openalex.org/I4210154437","display_name":"United States Army Futures Command","ror":"https://ror.org/0593xbv16","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I4210154437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jack Norfleet","raw_affiliation_strings":["U.S. Army Futures Command, Combat Capabilities Development Command Soldier Center STTC,Orlando,FL,USA","U.S. Army Futures Command, Combat Capabilities Development Command Soldier Center STTC, Orlando, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Futures Command, Combat Capabilities Development Command Soldier Center STTC,Orlando,FL,USA","institution_ids":["https://openalex.org/I2802705668","https://openalex.org/I4210154437"]},{"raw_affiliation_string":"U.S. Army Futures Command, Combat Capabilities Development Command Soldier Center STTC, Orlando, FL, USA","institution_ids":["https://openalex.org/I2802705668","https://openalex.org/I4210154437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036747537","display_name":"Steven D. Schwaitzberg","orcid":"https://orcid.org/0000-0002-6801-7541"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven D. Schwaitzberg","raw_affiliation_strings":["University at Buffalo,NY,USA,14260"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Buffalo,NY,USA,14260","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002628138","display_name":"Xavier Intes","orcid":"https://orcid.org/0000-0001-5868-4845"},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xavier Intes","raw_affiliation_strings":["Rensselaer Polytechnic Institute,Troy,NY,USA","Rensselaer Polytechnic Institute, Troy, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rensselaer Polytechnic Institute,Troy,NY,USA","institution_ids":["https://openalex.org/I165799507"]},{"raw_affiliation_string":"Rensselaer Polytechnic Institute, Troy, NY, USA","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101821963","display_name":"Suvranu De","orcid":"https://orcid.org/0000-0001-8489-0001"},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suvranu De","raw_affiliation_strings":["Rensselaer Polytechnic Institute,Troy,NY,USA","Rensselaer Polytechnic Institute, Troy, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rensselaer Polytechnic Institute,Troy,NY,USA","institution_ids":["https://openalex.org/I165799507"]},{"raw_affiliation_string":"Rensselaer Polytechnic Institute, Troy, NY, USA","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003545610","display_name":"Lora Cavuoto","orcid":"https://orcid.org/0000-0003-4717-8378"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lora Cavuoto","raw_affiliation_strings":["University at Buffalo,NY,USA,14260"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Buffalo,NY,USA,14260","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022628269","display_name":"Anirban Dutta","orcid":"https://orcid.org/0000-0002-7298-9773"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anirban Dutta","raw_affiliation_strings":["University at Buffalo,NY,USA,14260"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Buffalo,NY,USA,14260","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2022","issue":null,"first_page":"941","last_page":"944"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9990000128746033,"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/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T11930","display_name":"Cardiac, Anesthesia and Surgical Outcomes","score":0.9510999917984009,"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/ministate","display_name":"Ministate","score":0.8619894981384277},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6992243528366089},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5614792108535767},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5405731201171875},{"id":"https://openalex.org/keywords/psychomotor-learning","display_name":"Psychomotor learning","score":0.478853702545166},{"id":"https://openalex.org/keywords/dreyfus-model-of-skill-acquisition","display_name":"Dreyfus model of skill acquisition","score":0.46108052134513855},{"id":"https://openalex.org/keywords/motor-skill","display_name":"Motor skill","score":0.4598122537136078},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.43683695793151855},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43335819244384766},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.42850592732429504},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3610597848892212},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.21903473138809204},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.183000385761261}],"concepts":[{"id":"https://openalex.org/C45424060","wikidata":"https://www.wikidata.org/wiki/Q244381","display_name":"Ministate","level":3,"score":0.8619894981384277},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6992243528366089},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5614792108535767},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5405731201171875},{"id":"https://openalex.org/C164953862","wikidata":"https://www.wikidata.org/wiki/Q7256440","display_name":"Psychomotor learning","level":3,"score":0.478853702545166},{"id":"https://openalex.org/C132758656","wikidata":"https://www.wikidata.org/wiki/Q5307365","display_name":"Dreyfus model of skill acquisition","level":2,"score":0.46108052134513855},{"id":"https://openalex.org/C169976356","wikidata":"https://www.wikidata.org/wiki/Q13208902","display_name":"Motor skill","level":2,"score":0.4598122537136078},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.43683695793151855},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43335819244384766},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42850592732429504},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3610597848892212},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.21903473138809204},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.183000385761261},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010535","descriptor_name":"Laparoscopy","qualifier_ui":"Q000193","qualifier_name":"education","is_major_topic":true},{"descriptor_ui":"D010535","descriptor_name":"Laparoscopy","qualifier_ui":"Q000193","qualifier_name":"education","is_major_topic":true},{"descriptor_ui":"D010535","descriptor_name":"Laparoscopy","qualifier_ui":"Q000193","qualifier_name":"education","is_major_topic":true},{"descriptor_ui":"D013536","descriptor_name":"Suture Techniques","qualifier_ui":"Q000193","qualifier_name":"education","is_major_topic":false},{"descriptor_ui":"D013536","descriptor_name":"Suture Techniques","qualifier_ui":"Q000193","qualifier_name":"education","is_major_topic":false},{"descriptor_ui":"D013536","descriptor_name":"Suture Techniques","qualifier_ui":"Q000193","qualifier_name":"education","is_major_topic":false},{"descriptor_ui":"D013537","descriptor_name":"Sutures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013537","descriptor_name":"Sutures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013537","descriptor_name":"Sutures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066231","descriptor_name":"Surgeons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066231","descriptor_name":"Surgeons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D066231","descriptor_name":"Surgeons","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc48229.2022.9871175","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871175","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36083946","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36083946","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8700000047683716,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1963918004","https://openalex.org/W1983737463","https://openalex.org/W2019885188","https://openalex.org/W2023276160","https://openalex.org/W2048534004","https://openalex.org/W2053963261","https://openalex.org/W2073582368","https://openalex.org/W2080911493","https://openalex.org/W2106075391","https://openalex.org/W2120374623","https://openalex.org/W2131216884","https://openalex.org/W2135572147","https://openalex.org/W2139007385","https://openalex.org/W2526780560","https://openalex.org/W2757893427","https://openalex.org/W2772704314","https://openalex.org/W2792924962","https://openalex.org/W2795079518","https://openalex.org/W2970448371","https://openalex.org/W2995583741","https://openalex.org/W3133767158","https://openalex.org/W3135803848","https://openalex.org/W3142342120","https://openalex.org/W3191214676"],"related_works":["https://openalex.org/W2299898626","https://openalex.org/W2406612634","https://openalex.org/W2408881658","https://openalex.org/W4390880543","https://openalex.org/W2533625616","https://openalex.org/W2747051513","https://openalex.org/W2060871664","https://openalex.org/W3112154544","https://openalex.org/W1638625342","https://openalex.org/W338495434"],"abstract_inverted_index":{"Fundamentals":[0],"of":[1,15,38,42,105,127,143,186],"Laparoscopic":[2],"Surgery":[3],"(FLS)":[4],"is":[5,36],"a":[6,13,200],"standard":[7],"education":[8],"and":[9,54,77,108,136,167,174],"training":[10],"module":[11],"with":[12,130],"set":[14],"basic":[16,40],"surgical":[17,20,202,213],"skills.":[18],"During":[19],"skill":[21,44,132,159,172,197],"acquisition,":[22],"novices":[23],"need":[24],"to":[25,30,59,190],"learn":[26],"from":[27,99,124,220],"errors":[28,216],"due":[29],"perturbations":[31],"in":[32,85,148,150],"their":[33],"performance":[34,104],"which":[35],"one":[37],"the":[39,61,86,103,113,117,141,144,151,158,168,171,175,184,196,207],"principles":[41],"motor":[43,214],"acquisition.":[45],"This":[46],"study":[47,182],"on":[48],"thirteen":[49],"healthy":[50],"novice":[51],"medical":[52],"students":[53],"nine":[55],"expert":[56],"surgeons":[57],"aimed":[58],"capture":[60,191],"brain":[62,69,188],"state":[63],"during":[64,102,199],"error":[65,152,192],"epochs":[66,153],"using":[67,92],"multimodal":[68],"imaging":[70,189],"by":[71,157],"combining":[72],"functional":[73],"near-infrared":[74],"spectroscopy":[75],"(fNIRS)":[76],"electroencephalography":[78],"(EEG).":[79],"We":[80,122],"performed":[81],"error-related":[82],"microstate":[83,137,163,176],"analysis":[84,126],"latent":[87],"space":[88],"that":[89,140,217],"was":[90,154],"found":[91,123],"regularized":[93],"temporally":[94],"embedded":[95],"Canonical":[96],"Correlation":[97],"Analysis":[98],"fNIRS-EEG":[100],"recordings":[101],"FLS":[106,120],"\"suturing":[107],"intracorporeal":[109],"knot-tying\"":[110],"task":[111,215],"-":[112],"most":[114],"difficult":[115],"among":[116],"five":[118],"psychomotor":[119],"tasks.":[121],"two-way":[125],"variance":[128],"(ANDVA)":[129],"factors,":[131],"level":[133,160,173,198],"(expert,":[134],"novice),":[135],"type":[138,164,177],"(1-6)":[139],"proportion":[142],"total":[145],"time":[146],"spent":[147],"microstates":[149],"significantly":[155],"affected":[156],"(":[161,165,178],"),":[162,166],"interaction":[169],"between":[170],").":[179],"Therefore,":[180],"our":[181],"highlighted":[183],"relevance":[185],"portable":[187],"behavior":[193],"when":[194],"comparing":[195],"complex":[201,212],"task.":[203],"Clinical":[204],"Relevance-This":[205],"establishes":[206],"brain-behavior":[208],"relationship":[209],"for":[210],"monitoring":[211],"differentiated":[218],"experts":[219],"novices.":[221]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
