{"id":"https://openalex.org/W7127042968","doi":"https://doi.org/10.1038/s41598-026-37467-1","title":"Smart, automated junctional tourniquets leveraging AI-driven ultrasound guidance","display_name":"Smart, automated junctional tourniquets leveraging AI-driven ultrasound guidance","publication_year":2026,"publication_date":"2026-02-01","ids":{"openalex":"https://openalex.org/W7127042968","doi":"https://doi.org/10.1038/s41598-026-37467-1","pmid":"https://pubmed.ncbi.nlm.nih.gov/41622253","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/12916782"},"language":"en","primary_location":{"id":"doi:10.1038/s41598-026-37467-1","doi":"https://doi.org/10.1038/s41598-026-37467-1","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-026-37467-1","pdf_url":"https://www.nature.com/articles/s41598-026-37467-1_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41598-026-37467-1_reference.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005990659","display_name":"Sof\u00eda I. Hern\u00e1ndez Torres","orcid":"https://orcid.org/0000-0002-0764-519X","observed_orcids":["https://orcid.org/0000-0002-0764-519X"]},"institutions":[{"id":"https://openalex.org/I4210121865","display_name":"United States Army Institute of Surgical Research","ror":"https://ror.org/02gb0hd06","country_code":"US","type":"facility","lineage":["https://openalex.org/I106965489","https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802581893","https://openalex.org/I4210121865"]},{"id":"https://openalex.org/I893718555","display_name":"Joint Base San Antonio","ror":"https://ror.org/02jxznk77","country_code":"US","type":"government","lineage":["https://openalex.org/I1330347796","https://openalex.org/I4210089612","https://openalex.org/I4210102105","https://openalex.org/I893718555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sofia I. Hernandez Torres","raw_affiliation_strings":["U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA","institution_ids":["https://openalex.org/I4210121865","https://openalex.org/I893718555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124696874","display_name":"Theodore Winter","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210121865","display_name":"United States Army Institute of Surgical Research","ror":"https://ror.org/02gb0hd06","country_code":"US","type":"facility","lineage":["https://openalex.org/I106965489","https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802581893","https://openalex.org/I4210121865"]},{"id":"https://openalex.org/I893718555","display_name":"Joint Base San Antonio","ror":"https://ror.org/02jxznk77","country_code":"US","type":"government","lineage":["https://openalex.org/I1330347796","https://openalex.org/I4210089612","https://openalex.org/I4210102105","https://openalex.org/I893718555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Theodore Winter","raw_affiliation_strings":["U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA","institution_ids":["https://openalex.org/I4210121865","https://openalex.org/I893718555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115619199","display_name":"Isiah Mejia","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210121865","display_name":"United States Army Institute of Surgical Research","ror":"https://ror.org/02gb0hd06","country_code":"US","type":"facility","lineage":["https://openalex.org/I106965489","https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802581893","https://openalex.org/I4210121865"]},{"id":"https://openalex.org/I893718555","display_name":"Joint Base San Antonio","ror":"https://ror.org/02jxznk77","country_code":"US","type":"government","lineage":["https://openalex.org/I1330347796","https://openalex.org/I4210089612","https://openalex.org/I4210102105","https://openalex.org/I893718555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Isiah Mejia","raw_affiliation_strings":["U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA","institution_ids":["https://openalex.org/I4210121865","https://openalex.org/I893718555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124746620","display_name":"Carlos N. Bedolla","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210121865","display_name":"United States Army Institute of Surgical Research","ror":"https://ror.org/02gb0hd06","country_code":"US","type":"facility","lineage":["https://openalex.org/I106965489","https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802581893","https://openalex.org/I4210121865"]},{"id":"https://openalex.org/I893718555","display_name":"Joint Base San Antonio","ror":"https://ror.org/02jxznk77","country_code":"US","type":"government","lineage":["https://openalex.org/I1330347796","https://openalex.org/I4210089612","https://openalex.org/I4210102105","https://openalex.org/I893718555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carlos Bedolla","raw_affiliation_strings":["U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA","institution_ids":["https://openalex.org/I4210121865","https://openalex.org/I893718555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117598969","display_name":"Benjamin Alexander","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210121865","display_name":"United States Army Institute of Surgical Research","ror":"https://ror.org/02gb0hd06","country_code":"US","type":"facility","lineage":["https://openalex.org/I106965489","https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802581893","https://openalex.org/I4210121865"]},{"id":"https://openalex.org/I893718555","display_name":"Joint Base San Antonio","ror":"https://ror.org/02jxznk77","country_code":"US","type":"government","lineage":["https://openalex.org/I1330347796","https://openalex.org/I4210089612","https://openalex.org/I4210102105","https://openalex.org/I893718555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Alexander","raw_affiliation_strings":["U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA","institution_ids":["https://openalex.org/I4210121865","https://openalex.org/I893718555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085920457","display_name":"James P. Collier","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210121865","display_name":"United States Army Institute of Surgical Research","ror":"https://ror.org/02gb0hd06","country_code":"US","type":"facility","lineage":["https://openalex.org/I106965489","https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802581893","https://openalex.org/I4210121865"]},{"id":"https://openalex.org/I893718555","display_name":"Joint Base San Antonio","ror":"https://ror.org/02jxznk77","country_code":"US","type":"government","lineage":["https://openalex.org/I1330347796","https://openalex.org/I4210089612","https://openalex.org/I4210102105","https://openalex.org/I893718555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James P. Collier","raw_affiliation_strings":["U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA","institution_ids":["https://openalex.org/I4210121865","https://openalex.org/I893718555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124737923","display_name":"Michael D. Lopez","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210121865","display_name":"United States Army Institute of Surgical Research","ror":"https://ror.org/02gb0hd06","country_code":"US","type":"facility","lineage":["https://openalex.org/I106965489","https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802581893","https://openalex.org/I4210121865"]},{"id":"https://openalex.org/I893718555","display_name":"Joint Base San Antonio","ror":"https://ror.org/02jxznk77","country_code":"US","type":"government","lineage":["https://openalex.org/I1330347796","https://openalex.org/I4210089612","https://openalex.org/I4210102105","https://openalex.org/I893718555"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael D. Lopez","raw_affiliation_strings":["U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA","institution_ids":["https://openalex.org/I4210121865","https://openalex.org/I893718555"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087987427","display_name":"Eric J. Snider","orcid":"https://orcid.org/0000-0002-0293-4937","observed_orcids":["https://orcid.org/0000-0002-0293-4937"]},"institutions":[{"id":"https://openalex.org/I4210121865","display_name":"United States Army Institute of Surgical Research","ror":"https://ror.org/02gb0hd06","country_code":"US","type":"facility","lineage":["https://openalex.org/I106965489","https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I2802581893","https://openalex.org/I4210121865"]},{"id":"https://openalex.org/I893718555","display_name":"Joint Base San Antonio","ror":"https://ror.org/02jxznk77","country_code":"US","type":"government","lineage":["https://openalex.org/I1330347796","https://openalex.org/I4210089612","https://openalex.org/I4210102105","https://openalex.org/I893718555"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Eric J. Snider","raw_affiliation_strings":["U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA. eric.j.snider3.civ@health.mil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Institute of Surgical Research, Organ Support and Automation Technologies Group, JBSA Fort Sam Houston, San Antonio, TX, 78234, USA. eric.j.snider3.civ@health.mil","institution_ids":["https://openalex.org/I4210121865","https://openalex.org/I893718555"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087987427"],"corresponding_institution_ids":["https://openalex.org/I4210121865","https://openalex.org/I893718555"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":4.8488,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89986712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":92,"max":96},"biblio":{"volume":"16","issue":"1","first_page":"6865","last_page":"6865"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12548","display_name":"Hemostasis and retained surgical items","score":0.9409000277519226,"subfield":{"id":"https://openalex.org/subfields/2720","display_name":"Hematology"},"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/T12548","display_name":"Hemostasis and retained surgical items","score":0.9409000277519226,"subfield":{"id":"https://openalex.org/subfields/2720","display_name":"Hematology"},"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/T11738","display_name":"Ultrasound in Clinical Applications","score":0.026900000870227814,"subfield":{"id":"https://openalex.org/subfields/2706","display_name":"Critical Care and Intensive Care 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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.005400000140070915,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/hemorrhage-control","display_name":"hemorrhage control","score":0.9419999718666077},{"id":"https://openalex.org/keywords/bleeding-prevention","display_name":"bleeding prevention","score":0.5839999914169312}],"concepts":[{"id":"https://openalex.org/C2779400597","wikidata":"https://www.wikidata.org/wiki/Q1132870","display_name":"Tourniquet","level":2,"score":0.8044000267982483},{"id":"https://openalex.org/C143753070","wikidata":"https://www.wikidata.org/wiki/Q162564","display_name":"Ultrasound","level":2,"score":0.5372999906539917},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.531499981880188},{"id":"https://openalex.org/C104293457","wikidata":"https://www.wikidata.org/wiki/Q28324852","display_name":"Imaging phantom","level":2,"score":0.48660001158714294},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.4756999909877777},{"id":"https://openalex.org/C2776268601","wikidata":"https://www.wikidata.org/wiki/Q968808","display_name":"Occlusion","level":2,"score":0.44749999046325684},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4375999867916107},{"id":"https://openalex.org/C529618451","wikidata":"https://www.wikidata.org/wiki/Q234904","display_name":"Ultrasonography","level":2,"score":0.27720001339912415},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2766999900341034},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.2433999925851822}],"mesh":[{"descriptor_ui":"D000098403","descriptor_name":"Intelligent Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006470","descriptor_name":"Hemorrhage","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014111","descriptor_name":"Tourniquets","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1038/s41598-026-37467-1","doi":"https://doi.org/10.1038/s41598-026-37467-1","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-026-37467-1","pdf_url":"https://www.nature.com/articles/s41598-026-37467-1_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},{"id":"pmid:41622253","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41622253","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,"listed_in":[],"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":"Scientific reports","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12916782","doi":null,"is_oa":true,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41622253/","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,"listed_in":[],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sci Rep","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:ce6564f92e304f6bbee6ea87c587458d","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/ce6564f92e304f6bbee6ea87c587458d","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,"listed_in":[],"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":"Scientific Reports, Vol 16, Iss 1 (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41598-026-37467-1","doi":"https://doi.org/10.1038/s41598-026-37467-1","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-026-37467-1","pdf_url":"https://www.nature.com/articles/s41598-026-37467-1_reference.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9537000060081482,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320308963","display_name":"Oak Ridge Associated Universities","ror":"https://ror.org/0526p1y61"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332382","display_name":"Oak Ridge Institute for Science and Education","ror":"https://ror.org/0526p1y61"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7127042968.pdf","grobid_xml":"https://content.openalex.org/works/W7127042968.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1980354067","https://openalex.org/W2026346146","https://openalex.org/W2031489346","https://openalex.org/W2164241386","https://openalex.org/W2166523131","https://openalex.org/W2167265801","https://openalex.org/W2467542705","https://openalex.org/W2520705150","https://openalex.org/W2531788750","https://openalex.org/W2766516957","https://openalex.org/W2886721063","https://openalex.org/W2894826520","https://openalex.org/W2901732385","https://openalex.org/W2903653369","https://openalex.org/W2938028646","https://openalex.org/W2981493432","https://openalex.org/W3030953708","https://openalex.org/W3034971973","https://openalex.org/W3094996499","https://openalex.org/W3104783947","https://openalex.org/W3179697310","https://openalex.org/W3199038962","https://openalex.org/W3200084086","https://openalex.org/W3212253875","https://openalex.org/W4210695864","https://openalex.org/W4212875960","https://openalex.org/W4294991011","https://openalex.org/W4303710167","https://openalex.org/W4316037221","https://openalex.org/W4387241325","https://openalex.org/W4388262783","https://openalex.org/W4390919852","https://openalex.org/W4390957661","https://openalex.org/W4391168148","https://openalex.org/W4391323261","https://openalex.org/W4400391982","https://openalex.org/W4401839880","https://openalex.org/W4406330951","https://openalex.org/W4407129489","https://openalex.org/W4407759488","https://openalex.org/W4412434948","https://openalex.org/W4412714065"],"related_works":["https://openalex.org/W4391168148","https://openalex.org/W7172389119","https://openalex.org/W4412714065","https://openalex.org/W2903653369","https://openalex.org/W2026346146","https://openalex.org/W4210633625","https://openalex.org/W2432958518","https://openalex.org/W2886507793","https://openalex.org/W7165026903","https://openalex.org/W2040909919"],"abstract_inverted_index":{"Tourniquets":[0],"are":[1],"commonly":[2],"used":[3],"devices":[4],"for":[5,153],"hemorrhage":[6],"control;":[7],"however,":[8],"their":[9],"effectiveness":[10],"is":[11],"reduced":[12],"in":[13,48,67,87,116],"anatomical":[14],"junctions":[15],"such":[16],"as":[17],"the":[18,45,49,89,92,106,137,158,176],"neck":[19],"and":[20,43,95,99,123,141,162],"inguinal":[21],"region.":[22],"Junctional":[23],"tourniquets":[24],"specifically":[25],"require":[26],"precise":[27],"placement":[28],"to":[29,40,91,132,166,171],"be":[30,35,65,167],"effective.":[31],"This":[32],"precision":[33],"can":[34,85,164],"enabled":[36],"with":[37,110],"ultrasound":[38,56,163],"technology":[39],"help":[41],"locate":[42],"occlude":[44],"major":[46],"vessels":[47],"junctional":[50,80,143],"regions":[51],"properly.":[52],"However,":[53],"interpretation":[54],"of":[55,105,160,178],"requires":[57],"highly":[58],"skilled":[59],"personnel,":[60],"who":[61],"may":[62],"not":[63],"necessarily":[64],"available":[66,127],"emergency":[68],"situations.":[69],"To":[70],"overcome":[71],"this":[72,154],"hurdle,":[73],"we":[74],"have":[75],"developed":[76,107],"two":[77],"ultrasound-enabled,":[78],"AI-driven":[79],"tourniquet":[81,128,138],"prototypes.":[82],"AI":[83,111,147,161],"models":[84,112],"aid":[86],"guiding":[88],"end-user":[90],"correct":[93],"location":[94],"determine":[96],"occlusion":[97,133],"during":[98],"after":[100],"pressure":[101],"application.":[102,155],"Proof-of-concept":[103],"functionality":[104],"prototypes":[108],"integrated":[109],"was":[113,134],"successfully":[114],"tested":[115],"a":[117,168],"durable,":[118],"ultrasound-compatible":[119],"femoral":[120],"tissue":[121],"phantom":[122],"compared":[124],"against":[125],"commercially":[126],"devices.":[129],"Overall,":[130],"time":[131],"comparable":[135],"between":[136],"prototype":[139],"designs":[140],"traditional":[142],"tourniquets,":[144],"while":[145],"each":[146],"model":[148],"achieved":[149],"high":[150],"performance":[151],"metrics":[152],"As":[156],"such,":[157],"combination":[159],"prove":[165],"viable":[169],"solution":[170],"prevent":[172],"further":[173],"hemorrhaging":[174],"at":[175],"point":[177],"injury.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2026-02-03T00:00:00"}