{"id":"https://openalex.org/W4408967760","doi":"https://doi.org/10.1038/s41746-025-01562-w","title":"A clinically interpretable model derived from skin conductance for assessing microangiopathy of the skin surface","display_name":"A clinically interpretable model derived from skin conductance for assessing microangiopathy of the skin surface","publication_year":2025,"publication_date":"2025-03-28","ids":{"openalex":"https://openalex.org/W4408967760","doi":"https://doi.org/10.1038/s41746-025-01562-w","pmid":"https://pubmed.ncbi.nlm.nih.gov/40155683"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-025-01562-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01562-w","pdf_url":"https://www.nature.com/articles/s41746-025-01562-w.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41746-025-01562-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002006430","display_name":"Ximing Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I5740404","display_name":"Tianjin Medical University","ror":"https://ror.org/02mh8wx89","country_code":"CN","type":"education","lineage":["https://openalex.org/I5740404"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ximing Zhu","raw_affiliation_strings":["Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China"],"affiliations":[{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China","institution_ids":["https://openalex.org/I5740404","https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030707618","display_name":"S S Chu","orcid":null},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]},{"id":"https://openalex.org/I4210158318","display_name":"Second Affiliated Hospital of Zhejiang University","ror":"https://ror.org/059cjpv64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158318"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"ShihChun Chu","raw_affiliation_strings":["Department of Vascular Surgery, The Second Affiliated Hospital of Zhejiang University's Medical College, Hangzhou, 310051, China","School of Medicine, Nankai University, Tianjin, 300071, China"],"affiliations":[{"raw_affiliation_string":"Department of Vascular Surgery, The Second Affiliated Hospital of Zhejiang University's Medical College, Hangzhou, 310051, China","institution_ids":["https://openalex.org/I4210158318"]},{"raw_affiliation_string":"School of Medicine, Nankai University, Tianjin, 300071, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100666923","display_name":"Jie Fu","orcid":"https://orcid.org/0000-0001-5864-3488"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I5740404","display_name":"Tianjin Medical University","ror":"https://ror.org/02mh8wx89","country_code":"CN","type":"education","lineage":["https://openalex.org/I5740404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Fu","raw_affiliation_strings":["Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China"],"affiliations":[{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China","institution_ids":["https://openalex.org/I5740404","https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110599717","display_name":"Shizuo Ao","orcid":null},"institutions":[{"id":"https://openalex.org/I5740404","display_name":"Tianjin Medical University","ror":"https://ror.org/02mh8wx89","country_code":"CN","type":"education","lineage":["https://openalex.org/I5740404"]},{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siyu Ao","raw_affiliation_strings":["Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China"],"affiliations":[{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China","institution_ids":["https://openalex.org/I5740404","https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102962285","display_name":"Tingting Liu","orcid":"https://orcid.org/0000-0003-1109-4404"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tingting Liu","raw_affiliation_strings":["Department of Laboratory Diagnosis, The 971th Hospital, Qingdao, 266072, PR China"],"affiliations":[{"raw_affiliation_string":"Department of Laboratory Diagnosis, The 971th Hospital, Qingdao, 266072, PR China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019918200","display_name":"Zhenxing Liao","orcid":"https://orcid.org/0000-0001-7149-8297"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I5740404","display_name":"Tianjin Medical University","ror":"https://ror.org/02mh8wx89","country_code":"CN","type":"education","lineage":["https://openalex.org/I5740404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziming Liao","raw_affiliation_strings":["Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China"],"affiliations":[{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China","institution_ids":["https://openalex.org/I5740404","https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005093355","display_name":"Jiamei Song","orcid":null},"institutions":[{"id":"https://openalex.org/I5740404","display_name":"Tianjin Medical University","ror":"https://ror.org/02mh8wx89","country_code":"CN","type":"education","lineage":["https://openalex.org/I5740404"]},{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiamei Song","raw_affiliation_strings":["Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China"],"affiliations":[{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China","institution_ids":["https://openalex.org/I5740404","https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100413975","display_name":"Yuhong Wang","orcid":"https://orcid.org/0000-0002-4293-9396"},"institutions":[{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]},{"id":"https://openalex.org/I4210145693","display_name":"Guangdong Academy of Medical Sciences","ror":"https://ror.org/0432p8t34","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210145693"]},{"id":"https://openalex.org/I4210153930","display_name":"Guangdong Provincial People's Hospital","ror":"https://ror.org/045kpgw45","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhong Wang","raw_affiliation_strings":["Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, 510100, PR China"],"affiliations":[{"raw_affiliation_string":"Guangdong Cardiovascular Institute, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, Guangdong, 510100, PR China","institution_ids":["https://openalex.org/I4210145693","https://openalex.org/I58200834","https://openalex.org/I4210153930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101887536","display_name":"Yanping Guo","orcid":"https://orcid.org/0000-0001-6217-7133"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanping Guo","raw_affiliation_strings":["School of Medicine, South China University of Technology, Guangdong, 510641, China"],"affiliations":[{"raw_affiliation_string":"School of Medicine, South China University of Technology, Guangdong, 510641, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019332357","display_name":"Qinghong Song","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114541","display_name":"Tianjin People's Hospital","ror":"https://ror.org/01x62kg38","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210114541"]},{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghong Song","raw_affiliation_strings":["Department of Vascular Surgery, Tianjin People's Hospital (Nankai University Affiliated Hospital), Tianjin, 300121, China"],"affiliations":[{"raw_affiliation_string":"Department of Vascular Surgery, Tianjin People's Hospital (Nankai University Affiliated Hospital), Tianjin, 300121, China","institution_ids":["https://openalex.org/I205237279","https://openalex.org/I4210114541"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100355025","display_name":"Pengfei Liu","orcid":"https://orcid.org/0009-0008-6932-7091"},"institutions":[{"id":"https://openalex.org/I5740404","display_name":"Tianjin Medical University","ror":"https://ror.org/02mh8wx89","country_code":"CN","type":"education","lineage":["https://openalex.org/I5740404"]},{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Liu","raw_affiliation_strings":["Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China. feipengliu@tju.edu.cn","Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China"],"affiliations":[{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China. feipengliu@tju.edu.cn","institution_ids":[]},{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China","institution_ids":["https://openalex.org/I5740404","https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100415939","display_name":"Shuang Li","orcid":"https://orcid.org/0000-0002-9022-6112"},"institutions":[{"id":"https://openalex.org/I5740404","display_name":"Tianjin Medical University","ror":"https://ror.org/02mh8wx89","country_code":"CN","type":"education","lineage":["https://openalex.org/I5740404"]},{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Li","raw_affiliation_strings":["Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China. lishuangv@tju.edu.cn","Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China"],"affiliations":[{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China. lishuangv@tju.edu.cn","institution_ids":[]},{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China","institution_ids":["https://openalex.org/I5740404","https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443091","display_name":"Bing Chen","orcid":"https://orcid.org/0000-0002-0026-1249"},"institutions":[{"id":"https://openalex.org/I4210158318","display_name":"Second Affiliated Hospital of Zhejiang University","ror":"https://ror.org/059cjpv64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158318"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Chen","raw_affiliation_strings":["Department of Vascular Surgery, The Second Affiliated Hospital of Zhejiang University's Medical College, Hangzhou, 310051, China. cbobc99@163.com","Department of Vascular Surgery, The Second Affiliated Hospital of Zhejiang University's Medical College, Hangzhou, 310051, China"],"affiliations":[{"raw_affiliation_string":"Department of Vascular Surgery, The Second Affiliated Hospital of Zhejiang University's Medical College, Hangzhou, 310051, China. cbobc99@163.com","institution_ids":[]},{"raw_affiliation_string":"Department of Vascular Surgery, The Second Affiliated Hospital of Zhejiang University's Medical College, Hangzhou, 310051, China","institution_ids":["https://openalex.org/I4210158318"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100628588","display_name":"Bin Yao","orcid":"https://orcid.org/0000-0002-1999-301X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I5740404","display_name":"Tianjin Medical University","ror":"https://ror.org/02mh8wx89","country_code":"CN","type":"education","lineage":["https://openalex.org/I5740404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Yao","raw_affiliation_strings":["Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China. hongyaobin_1212@tju.edu.cn","Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China"],"affiliations":[{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China. hongyaobin_1212@tju.edu.cn","institution_ids":[]},{"raw_affiliation_string":"Academy of Medical Engineering and Translational Medicine, Tianjin University, Tianjin, 300072, PR China","institution_ids":["https://openalex.org/I5740404","https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":14,"corresponding_author_ids":["https://openalex.org/A5002006430"],"corresponding_institution_ids":["https://openalex.org/I162868743","https://openalex.org/I5740404"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":1.2228,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76664818,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"8","issue":"1","first_page":"181","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11109","display_name":"Thermoregulation and physiological responses","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T11109","display_name":"Thermoregulation and physiological responses","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9398999810218811,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9294999837875366,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/microangiopathy","display_name":"Microangiopathy","score":0.6658637523651123},{"id":"https://openalex.org/keywords/skin-conductance","display_name":"Skin conductance","score":0.5560349225997925},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.41111087799072266},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.376414030790329},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.3569287657737732},{"id":"https://openalex.org/keywords/cardiology","display_name":"Cardiology","score":0.33400070667266846},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.2498454451560974},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.1626528799533844}],"concepts":[{"id":"https://openalex.org/C2776513394","wikidata":"https://www.wikidata.org/wiki/Q1412400","display_name":"Microangiopathy","level":3,"score":0.6658637523651123},{"id":"https://openalex.org/C111902132","wikidata":"https://www.wikidata.org/wiki/Q1326834","display_name":"Skin conductance","level":2,"score":0.5560349225997925},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.41111087799072266},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.376414030790329},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.3569287657737732},{"id":"https://openalex.org/C164705383","wikidata":"https://www.wikidata.org/wiki/Q10379","display_name":"Cardiology","level":1,"score":0.33400070667266846},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.2498454451560974},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.1626528799533844},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1038/s41746-025-01562-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01562-w","pdf_url":"https://www.nature.com/articles/s41746-025-01562-w.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:40155683","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40155683","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":"NPJ digital medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:55131971b4f841ecb7243d248ae3f039","is_oa":true,"landing_page_url":"https://doaj.org/article/55131971b4f841ecb7243d248ae3f039","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 8, Iss 1, Pp 1-12 (2025)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:10764058","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11953216","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1038/s41746-025-01562-w","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-025-01562-w","pdf_url":"https://www.nature.com/articles/s41746-025-01562-w.pdf","source":{"id":"https://openalex.org/S4210195431","display_name":"npj Digital Medicine","issn_l":"2398-6352","issn":["2398-6352"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1276136266","display_name":null,"funder_award_id":"2022YFC2403100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4395461820","display_name":null,"funder_award_id":"21JCQNJC01070","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"}],"funders":[{"id":"https://openalex.org/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4408967760.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1606260527","https://openalex.org/W1968919042","https://openalex.org/W1977957105","https://openalex.org/W2036583614","https://openalex.org/W2045350383","https://openalex.org/W2048203523","https://openalex.org/W2086986503","https://openalex.org/W2145409946","https://openalex.org/W2153787766","https://openalex.org/W2157570848","https://openalex.org/W2413827283","https://openalex.org/W2560873896","https://openalex.org/W2896255097","https://openalex.org/W2908460620","https://openalex.org/W2995421857","https://openalex.org/W2999670044","https://openalex.org/W3000057642","https://openalex.org/W3085118285","https://openalex.org/W3089769169","https://openalex.org/W3131332747","https://openalex.org/W3203160629","https://openalex.org/W3211543935","https://openalex.org/W3215183130","https://openalex.org/W4210355627","https://openalex.org/W4214614164","https://openalex.org/W4294068886","https://openalex.org/W4311481178","https://openalex.org/W4313855670","https://openalex.org/W4320930406","https://openalex.org/W4385658053","https://openalex.org/W4386811637","https://openalex.org/W4389304755","https://openalex.org/W4390591147","https://openalex.org/W4390953148","https://openalex.org/W4402996161","https://openalex.org/W4403278324","https://openalex.org/W4403863308"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2899084033","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525"],"abstract_inverted_index":{"The":[0,77,93],"electrical":[1,136],"properties":[2,137],"of":[3,26,38,49,82,87,110,138],"the":[4,27,39,47,99,131,135,139],"skin":[5,65,140],"can":[6],"reflect":[7],"changes":[8],"in":[9,89,126],"its":[10],"structure":[11],"and":[12,15,55,84,103,112],"physiological":[13],"state,":[14],"bioimpedance":[16],"analysis":[17],"has":[18],"been":[19],"widely":[20],"used":[21],"to":[22,120,141],"distinguish":[23],"specific":[24],"components":[25],"human":[28],"body,":[29],"such":[30],"as":[31],"water,":[32],"fat,":[33],"or":[34],"muscle":[35],"tissue,":[36],"instead":[37],"traditional":[40],"examinations":[41],"with":[42,72,98,106],"bulky":[43],"equipment":[44],"gradually.":[45],"For":[46],"assessment":[48],"microangiopathy,":[50],"a":[51,80,85],"low-cost,":[52],"simple,":[53],"effective,":[54],"clinically":[56],"interpretable":[57],"model":[58,78],"was":[59,118],"proposed":[60],"that":[61],"relies":[62],"on":[63],"individual":[64],"conductance":[66],"data,":[67],"collected":[68],"from":[69],"28":[70],"patients":[71],"lower":[73],"extremity":[74],"arterial":[75],"occlusion.":[76],"demonstrated":[79],"specificity":[81],"67.4%":[83],"sensitivity":[86],"82.9%":[88],"classifying":[90],"healthy-affected":[91],"sides.":[92],"severity":[94],"estimates":[95],"were":[96],"consistent":[97],"patient's":[100],"laser":[101],"speckle":[102],"ankle-brachial":[104],"index,":[105],"intra-class":[107],"correlation":[108],"coefficients":[109],"0.43":[111],"0.55.":[113],"Further,":[114],"patient":[115],"record":[116],"data":[117],"combined":[119],"improve":[121],"accuracy":[122],"by":[123],"about":[124],"15%":[125],"multimodal":[127],"ensemble":[128],"learning,":[129],"indicating":[130],"potential":[132],"for":[133],"using":[134],"characterize":[142],"surface":[143],"microcirculation":[144],"disorders.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}