{"id":"https://openalex.org/W4402129618","doi":"https://doi.org/10.1109/tbme.2024.3453121","title":"A Synthetic Multi-Modal Variable to Capture Cardiovascular Responses to Acute Mental Stress and Transcutaneous Median Nerve Stimulation","display_name":"A Synthetic Multi-Modal Variable to Capture Cardiovascular Responses to Acute Mental Stress and Transcutaneous Median Nerve Stimulation","publication_year":2024,"publication_date":"2024-09-02","ids":{"openalex":"https://openalex.org/W4402129618","doi":"https://doi.org/10.1109/tbme.2024.3453121","pmid":"https://pubmed.ncbi.nlm.nih.gov/39222460"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2024.3453121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2024.3453121","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},"type":"article","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/A5101456230","display_name":"Yuanyuan Zhou","orcid":"https://orcid.org/0000-0003-3571-5762"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yuanyuan Zhou","raw_affiliation_strings":["Department of Mechanical Engineering, University of Maryland, USA","Department of Mechanical Engineering, University of Maryland, College Park, MD, USA"],"raw_orcid":"https://orcid.org/0000-0003-3571-5762","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of Maryland, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Department of Mechanical Engineering, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021487509","display_name":"Jesse D. Parreira","orcid":null},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jesse D. Parreira","raw_affiliation_strings":["Department of Mechanical Engineering, University of Maryland, USA","Department of Mechanical Engineering, University of Maryland, College Park, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of Maryland, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Department of Mechanical Engineering, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093435386","display_name":"Sina Masoumi Shahrbabak","orcid":"https://orcid.org/0009-0006-6280-3169"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sina Masoumi Shahrbabak","raw_affiliation_strings":["Department of Mechanical Engineering, University of Maryland, USA","Department of Mechanical Engineering, University of Maryland, College Park, MD, USA"],"raw_orcid":"https://orcid.org/0009-0006-6280-3169","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of Maryland, USA","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"Department of Mechanical Engineering, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114219078","display_name":"Jesus Antonio Sanchez-Perez Farhan N. Rahman","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jesus Antonio Sanchez-Perez","raw_affiliation_strings":["School of Electrical and Computer Engineering, Georgia Institute of Technology, USA","School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Farhan N. Rahman","orcid":"https://orcid.org/0000-0002-6678-3613"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Farhan N. Rahman","raw_affiliation_strings":["School of Electrical and Computer Engineering, Georgia Institute of Technology, USA","Computer Science Program, Harvard University, Allston, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-6678-3613","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Computer Science Program, Harvard University, Allston, MA, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012617737","display_name":"Asim H. Gazi","orcid":"https://orcid.org/0000-0003-4698-2823"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Asim H. Gazi","raw_affiliation_strings":["School of Engineering and Applied Sciences, Harvard University, USA","School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":"https://orcid.org/0000-0003-4698-2823","affiliations":[{"raw_affiliation_string":"School of Engineering and Applied Sciences, Harvard University, USA","institution_ids":["https://openalex.org/I136199984"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076927036","display_name":"Omer T. Inan","orcid":"https://orcid.org/0000-0002-7952-1794"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Omer T. Inan","raw_affiliation_strings":["School of Electrical and Computer Engineering, Georgia Institute of Technology, USA","Department of Mechanical Engineering, University of Maryland, College Park, MD, USA"],"raw_orcid":"https://orcid.org/0000-0002-7952-1794","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Georgia Institute of Technology, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Department of Mechanical Engineering, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057276590","display_name":"Jin\u2010Oh Hahn","orcid":"https://orcid.org/0000-0001-5429-2836"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jin-Oh Hahn","raw_affiliation_strings":["Department of Mechanical Engineering, University of Maryland, College Park, MD, USA"],"raw_orcid":"https://orcid.org/0000-0001-5429-2836","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5101456230"],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":null,"apc_paid":null,"fwci":1.5524,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.85097787,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"72","issue":"1","first_page":"346","last_page":"357"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.47929999232292175,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.47929999232292175,"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"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.11219999939203262,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11840","display_name":"Pain Management and Treatment","score":0.03280000016093254,"subfield":{"id":"https://openalex.org/subfields/2703","display_name":"Anesthesiology and Pain 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/stimulation","display_name":"Stimulation","score":0.5941306948661804},{"id":"https://openalex.org/keywords/transcutaneous-electrical-nerve-stimulation","display_name":"Transcutaneous electrical nerve stimulation","score":0.499814510345459},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.48783257603645325},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.46511510014533997},{"id":"https://openalex.org/keywords/nerve-stimulation","display_name":"Nerve stimulation","score":0.4116637408733368},{"id":"https://openalex.org/keywords/anesthesia","display_name":"Anesthesia","score":0.3737943768501282},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.3464491069316864},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3298327922821045},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.241390198469162},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.23461875319480896}],"concepts":[{"id":"https://openalex.org/C24998067","wikidata":"https://www.wikidata.org/wiki/Q4114622","display_name":"Stimulation","level":2,"score":0.5941306948661804},{"id":"https://openalex.org/C2780118021","wikidata":"https://www.wikidata.org/wiki/Q142091","display_name":"Transcutaneous electrical nerve stimulation","level":3,"score":0.499814510345459},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.48783257603645325},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.46511510014533997},{"id":"https://openalex.org/C3018430268","wikidata":"https://www.wikidata.org/wiki/Q17157299","display_name":"Nerve stimulation","level":3,"score":0.4116637408733368},{"id":"https://openalex.org/C42219234","wikidata":"https://www.wikidata.org/wiki/Q131130","display_name":"Anesthesia","level":1,"score":0.3737943768501282},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.3464491069316864},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3298327922821045},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.241390198469162},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.23461875319480896},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D004561","descriptor_name":"Transcutaneous Electric Nerve Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004561","descriptor_name":"Transcutaneous Electric Nerve Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004561","descriptor_name":"Transcutaneous Electric Nerve Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004561","descriptor_name":"Transcutaneous Electric Nerve Stimulation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004562","descriptor_name":"Electrocardiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008475","descriptor_name":"Median Nerve","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D008475","descriptor_name":"Median Nerve","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D008475","descriptor_name":"Median Nerve","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D008475","descriptor_name":"Median Nerve","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D008475","descriptor_name":"Median Nerve","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013315","descriptor_name":"Stress, Psychological","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D013315","descriptor_name":"Stress, Psychological","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D013315","descriptor_name":"Stress, Psychological","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D013315","descriptor_name":"Stress, Psychological","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2024.3453121","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2024.3453121","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:39222460","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39222460","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":"IEEE transactions on bio-medical engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2034378306","display_name":null,"funder_award_id":"N00014-21-1-2031","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320306174","display_name":"Aspen Institute","ror":"https://ror.org/0174e3t82"},{"id":"https://openalex.org/F4320310578","display_name":"University of Maryland","ror":"https://ror.org/01r0c1p88"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W192013423","https://openalex.org/W1855285734","https://openalex.org/W1907666389","https://openalex.org/W1962482523","https://openalex.org/W1977560915","https://openalex.org/W1979710605","https://openalex.org/W1991093380","https://openalex.org/W1996079749","https://openalex.org/W2000663038","https://openalex.org/W2021835168","https://openalex.org/W2032605459","https://openalex.org/W2053099784","https://openalex.org/W2072479238","https://openalex.org/W2075792780","https://openalex.org/W2077005199","https://openalex.org/W2094265147","https://openalex.org/W2094422818","https://openalex.org/W2114026066","https://openalex.org/W2121549534","https://openalex.org/W2148325642","https://openalex.org/W2165421090","https://openalex.org/W2294418644","https://openalex.org/W2464495677","https://openalex.org/W2766775334","https://openalex.org/W2769707607","https://openalex.org/W2806418377","https://openalex.org/W2886983335","https://openalex.org/W2894642382","https://openalex.org/W2957045736","https://openalex.org/W2958197594","https://openalex.org/W2966254614","https://openalex.org/W2983967222","https://openalex.org/W3045506621","https://openalex.org/W3058974884","https://openalex.org/W3097029344","https://openalex.org/W3128209380","https://openalex.org/W3193517151","https://openalex.org/W4200543682","https://openalex.org/W4205875368","https://openalex.org/W4206693304","https://openalex.org/W4313888068","https://openalex.org/W4315498871","https://openalex.org/W4376627321","https://openalex.org/W4386527067","https://openalex.org/W4388521312","https://openalex.org/W4389250043"],"related_works":["https://openalex.org/W2109392253","https://openalex.org/W2001775263","https://openalex.org/W2079772379","https://openalex.org/W4298371143","https://openalex.org/W2499037880","https://openalex.org/W1968103488","https://openalex.org/W1528376023","https://openalex.org/W2797304999","https://openalex.org/W2156860680","https://openalex.org/W4389549716"],"abstract_inverted_index":{"OBJECTIVE:":[0],"To":[1],"develop":[2,186],"a":[3,86,165,187],"novel":[4,87],"synthetic":[5,88,122,161,189],"multi-modal":[6,89,123,162,190],"variable":[7,90,124,163],"capable":[8],"of":[9,21,35,40,68,159,195,202,210],"capturing":[10],"cardiovascular":[11,75,106,169],"responses":[12,76,107,127,170],"to":[13,44,73,77,104,108,128,150,167,171,185,213],"acute":[14,45,59,78,109,129,172,214],"mental":[15,46,60,79,110,130,173,215],"stress":[16,61,80,111,131,174,216],"and":[17,62,81,100,112,132,147,175],"the":[18,32,41,66,93,115,157,160,178,182,200,208],"stress-mitigating":[19],"effect":[20],"transcutaneous":[22],"median":[23],"nerve":[24],"stimulation":[25],"(TMNS),":[26],"as":[27,164],"an":[28],"initial":[29],"step":[30],"toward":[31],"overarching":[33],"goal":[34],"enabling":[36],"closed-loop":[37,204],"controlled":[38],"mitigation":[39,209],"physiological":[42,219],"response":[43],"stress.":[47],"METHODS:":[48],"Using":[49],"data":[50],"collected":[51],"from":[52],"40":[53],"experiments":[54,136],"in":[55,118,134,226],"20":[56],"participants":[57],"involving":[58],"TMNS,":[63],"we":[64,84],"examined":[65],"ability":[67,103],"six":[69,94,116],"plausibly":[70],"explainable":[71,126],"physio-markers":[72,95,117],"capture":[74,105],"TMNS.":[82,176],"Then,":[83],"developed":[85],"by":[91,217],"fusing":[92],"based":[96],"on":[97],"numerical":[98],"optimization":[99],"compared":[101,149],"its":[102],"TMNS":[113,133],"against":[114],"isolation.":[119],"RESULTS:":[120],"The":[121,154,193],"showed":[125,156],"more":[135],"(24":[137],"vs":[138],"\u226419).":[139],"It":[140],"also":[141,180],"exhibited":[142],"superior":[143],"consistency,":[144],"balanced":[145],"sensitivity,":[146],"robustness":[148],"individual":[151],"physio-markers.":[152],"CONCLUSION:":[153],"results":[155,179],"promise":[158],"means":[166],"measure":[168],"However,":[177],"suggested":[181],"potential":[183],"necessity":[184],"personalized":[188],"variable.":[191],"SIGNIFICANCE:":[192],"findings":[194],"this":[196],"work":[197],"may":[198],"inform":[199],"realization":[201],"TMNS-enabled":[203],"control":[205],"systems":[206],"for":[207],"sympathetic":[211],"arousal":[212],"leveraging":[218],"measurements":[220],"that":[221],"can":[222],"readily":[223],"be":[224],"implemented":[225],"wearable":[227],"form":[228],"factors.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
