{"id":"https://openalex.org/W4403997591","doi":"https://doi.org/10.1038/s41746-024-01304-4","title":"Predicting deterioration in dengue using a low cost wearable for continuous clinical monitoring","display_name":"Predicting deterioration in dengue using a low cost wearable for continuous clinical monitoring","publication_year":2024,"publication_date":"2024-11-02","ids":{"openalex":"https://openalex.org/W4403997591","doi":"https://doi.org/10.1038/s41746-024-01304-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/39488652"},"language":"en","primary_location":{"id":"doi:10.1038/s41746-024-01304-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-024-01304-4","pdf_url":"https://www.nature.com/articles/s41746-024-01304-4.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","license_id":"https://openalex.org/licenses/cc-by","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/s41746-024-01304-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032587104","display_name":"Damien Ming","orcid":"https://orcid.org/0000-0003-3125-6378"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Damien Keng Ming","raw_affiliation_strings":["Centre for Antimicrobial Optimisation, Imperial College London, London, UK. d.ming@imperial.ac.uk","Centre for Antimicrobial Optimisation, Imperial College London, London, UK"],"raw_orcid":"https://orcid.org/0000-0003-3125-6378","affiliations":[{"raw_affiliation_string":"Centre for Antimicrobial Optimisation, Imperial College London, London, UK. d.ming@imperial.ac.uk","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Centre for Antimicrobial Optimisation, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039217372","display_name":"John Daniels","orcid":"https://orcid.org/0000-0002-4464-2625"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"John Daniels","raw_affiliation_strings":["Centre for Bio-Inspired Technology, Imperial College London, London, UK"],"raw_orcid":"https://orcid.org/0000-0002-4464-2625","affiliations":[{"raw_affiliation_string":"Centre for Bio-Inspired Technology, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030268725","display_name":"Ho Quang Chanh","orcid":"https://orcid.org/0000-0002-1840-0868"},"institutions":[{"id":"https://openalex.org/I4210150114","display_name":"Oxford University Clinical Research Unit","ror":"https://ror.org/05rehad94","country_code":"VN","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210150114","https://openalex.org/I87048295"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Ho Quang Chanh","raw_affiliation_strings":["Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-1840-0868","affiliations":[{"raw_affiliation_string":"Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210150114"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034728156","display_name":"Stefan Karolcik","orcid":"https://orcid.org/0000-0002-3638-0741"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stefan Karolcik","raw_affiliation_strings":["Centre for Bio-Inspired Technology, Imperial College London, London, UK"],"raw_orcid":"https://orcid.org/0000-0002-3638-0741","affiliations":[{"raw_affiliation_string":"Centre for Bio-Inspired Technology, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037129424","display_name":"Bernard Hernandez","orcid":"https://orcid.org/0000-0003-1010-3559"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bernard Hernandez","raw_affiliation_strings":["Centre for Antimicrobial Optimisation, Imperial College London, London, UK"],"raw_orcid":"https://orcid.org/0000-0003-1010-3559","affiliations":[{"raw_affiliation_string":"Centre for Antimicrobial Optimisation, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091975283","display_name":"Vasileios Manginas","orcid":null},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Vasileios Manginas","raw_affiliation_strings":["Centre for Bio-Inspired Technology, Imperial College London, London, UK"],"raw_orcid":"https://orcid.org/0009-0006-9145-9328","affiliations":[{"raw_affiliation_string":"Centre for Bio-Inspired Technology, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Van Hao Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155479","display_name":"Hospital for Tropical Diseases","ror":"https://ror.org/040tqsb23","country_code":"VN","type":"healthcare","lineage":["https://openalex.org/I4210155479"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Van Hao Nguyen","raw_affiliation_strings":["Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210155479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079346888","display_name":"Quang Huy Nguyen","orcid":"https://orcid.org/0000-0002-5997-3339"},"institutions":[{"id":"https://openalex.org/I4210150114","display_name":"Oxford University Clinical Research Unit","ror":"https://ror.org/05rehad94","country_code":"VN","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210150114","https://openalex.org/I87048295"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Quang Huy Nguyen","raw_affiliation_strings":["Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210150114"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113232448","display_name":"Tu Qui Phan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155479","display_name":"Hospital for Tropical Diseases","ror":"https://ror.org/040tqsb23","country_code":"VN","type":"healthcare","lineage":["https://openalex.org/I4210155479"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tu Qui Phan","raw_affiliation_strings":["Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210155479"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Thi Hue Tai Luong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155479","display_name":"Hospital for Tropical Diseases","ror":"https://ror.org/040tqsb23","country_code":"VN","type":"healthcare","lineage":["https://openalex.org/I4210155479"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thi Hue Tai Luong","raw_affiliation_strings":["Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210155479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011754096","display_name":"Huynh Trung Trieu","orcid":"https://orcid.org/0000-0003-4922-6548"},"institutions":[{"id":"https://openalex.org/I4210155479","display_name":"Hospital for Tropical Diseases","ror":"https://ror.org/040tqsb23","country_code":"VN","type":"healthcare","lineage":["https://openalex.org/I4210155479"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Huynh Trung Trieu","raw_affiliation_strings":["Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam"],"raw_orcid":"https://orcid.org/0000-0003-4922-6548","affiliations":[{"raw_affiliation_string":"Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210155479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044991598","display_name":"Alison Holmes","orcid":"https://orcid.org/0000-0001-5554-5743"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alison Helen Holmes","raw_affiliation_strings":["Centre for Antimicrobial Optimisation, Imperial College London, London, UK","Department of Global Health and Infectious Diseases, University of Liverpool, Liverpool, UK"],"raw_orcid":"https://orcid.org/0000-0001-5554-5743","affiliations":[{"raw_affiliation_string":"Centre for Antimicrobial Optimisation, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Department of Global Health and Infectious Diseases, University of Liverpool, Liverpool, UK","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055867723","display_name":"Vinh Tho Phan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155479","display_name":"Hospital for Tropical Diseases","ror":"https://ror.org/040tqsb23","country_code":"VN","type":"healthcare","lineage":["https://openalex.org/I4210155479"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Vinh Tho Phan","raw_affiliation_strings":["Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital for Tropical Diseases, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210155479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069244062","display_name":"Pantelis Georgiou","orcid":"https://orcid.org/0000-0003-2476-3857"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Pantelis Georgiou","raw_affiliation_strings":["Centre for Antimicrobial Optimisation, Imperial College London, London, UK","Centre for Bio-Inspired Technology, Imperial College London, London, UK"],"raw_orcid":"https://orcid.org/0000-0003-2476-3857","affiliations":[{"raw_affiliation_string":"Centre for Antimicrobial Optimisation, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Centre for Bio-Inspired Technology, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050849168","display_name":"Sophie Yacoub","orcid":"https://orcid.org/0000-0002-2910-7819"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210150114","display_name":"Oxford University Clinical Research Unit","ror":"https://ror.org/05rehad94","country_code":"VN","type":"facility","lineage":["https://openalex.org/I40120149","https://openalex.org/I4210150114","https://openalex.org/I87048295"]}],"countries":["GB","VN"],"is_corresponding":false,"raw_author_name":"Sophie Yacoub","raw_affiliation_strings":["Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK","Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-2910-7819","affiliations":[{"raw_affiliation_string":"Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK","institution_ids":["https://openalex.org/I40120149"]},{"raw_affiliation_string":"Oxford University Clinical Research Unit, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210150114"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5032587104"],"corresponding_institution_ids":["https://openalex.org/I47508984"],"apc_list":{"value":3060,"currency":"USD","value_usd":3060},"apc_paid":{"value":3060,"currency":"USD","value_usd":3060},"fwci":2.0597,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87717825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"7","issue":"1","first_page":"306","last_page":"306"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10166","display_name":"Mosquito-borne diseases and control","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T10166","display_name":"Mosquito-borne diseases and control","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T11684","display_name":"Vibrio bacteria research studies","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1310","display_name":"Endocrinology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12047","display_name":"Viral Infections and Vectors","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/dengue-fever","display_name":"Dengue fever","score":0.8328921794891357},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6598834991455078},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45531779527664185},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4246100187301636},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3822574317455292},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3165075182914734},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.21585845947265625},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21001645922660828},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.18250223994255066}],"concepts":[{"id":"https://openalex.org/C533803919","wikidata":"https://www.wikidata.org/wiki/Q30953","display_name":"Dengue fever","level":2,"score":0.8328921794891357},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6598834991455078},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45531779527664185},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4246100187301636},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3822574317455292},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3165075182914734},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.21585845947265625},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21001645922660828},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.18250223994255066}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1038/s41746-024-01304-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-024-01304-4","pdf_url":"https://www.nature.com/articles/s41746-024-01304-4.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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},{"id":"pmid:39488652","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39488652","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:pubmedcentral.nih.gov:11531560","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11531560","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11531560/pdf/41746_2024_Article_1304.pdf","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,"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"NPJ Digit Med","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:4076bd7695d34971be01c62a47c93fd3","is_oa":false,"landing_page_url":"https://doaj.org/article/4076bd7695d34971be01c62a47c93fd3","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,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"npj Digital Medicine, Vol 7, Iss 1, Pp 1-8 (2024)","raw_type":"article"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:7acaa1bf-31b1-4ac7-95b1-4709ac42cc6b","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Jisc Publications Router","raw_type":"Journal article"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/115411","is_oa":true,"landing_page_url":"http://hdl.handle.net/10044/1/115411","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1038/s41746-024-01304-4","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41746-024-01304-4","pdf_url":"https://www.nature.com/articles/s41746-024-01304-4.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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"npj Digital Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G947719514","display_name":null,"funder_award_id":"215010/Z/18/Z","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"}],"funders":[{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320319994","display_name":"Department of Health and Social Care","ror":"https://ror.org/03sbpja79"},{"id":"https://openalex.org/F4320320283","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403997591.pdf","grobid_xml":"https://content.openalex.org/works/W4403997591.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W2022286669","https://openalex.org/W2121693423","https://openalex.org/W2594588907","https://openalex.org/W2599076725","https://openalex.org/W2601862041","https://openalex.org/W2768438390","https://openalex.org/W2894956427","https://openalex.org/W2913340405","https://openalex.org/W2919909031","https://openalex.org/W2950332751","https://openalex.org/W2999317412","https://openalex.org/W3032595402","https://openalex.org/W3140854437","https://openalex.org/W3171884590","https://openalex.org/W3207506046","https://openalex.org/W4206827170","https://openalex.org/W4211263076","https://openalex.org/W4220666368","https://openalex.org/W4220781712","https://openalex.org/W4220840763","https://openalex.org/W4220964381","https://openalex.org/W4220974065","https://openalex.org/W4221000109","https://openalex.org/W4221023253","https://openalex.org/W4223578615","https://openalex.org/W4225612652","https://openalex.org/W4226166693","https://openalex.org/W4226544578","https://openalex.org/W4292229870","https://openalex.org/W4294406055","https://openalex.org/W4308938899","https://openalex.org/W4327852040","https://openalex.org/W4382919153"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725"],"abstract_inverted_index":{"Close":[0],"vital":[1],"signs":[2],"monitoring":[3],"is":[4],"crucial":[5],"for":[6,139],"the":[7,109,118],"clinical":[8,37,70,74,85,133],"management":[9],"of":[10,17,56,91,112,122,125],"patients":[11,48],"with":[12,105],"dengue.":[13],"We":[14,32],"investigated":[15],"performance":[16],"a":[18,34,60],"non-invasive":[19],"wearable":[20],"utilising":[21],"photoplethysmography":[22],"(PPG),":[23],"to":[24,82],"provide":[25,129],"real-time":[26],"risk":[27],"prediction":[28],"in":[29,39,51,135],"hospitalised":[30],"individuals.":[31],"performed":[33],"prospective":[35],"observational":[36],"study":[38],"Vietnam":[40],"between":[41],"January":[42],"2020":[43],"and":[44,68,99,114,132],"October":[45],"2022:":[46],"153":[47],"were":[49,78],"included":[50],"analyses,":[52],"providing":[53],"1353":[54],"h":[55,88],"PPG":[57,65],"data.":[58],"Using":[59],"multi-modal":[61],"transformer":[62],"approach,":[63],"10-min":[64],"waveform":[66],"segments":[67],"basic":[69],"data":[71],"(age,":[72],"sex,":[73],"features":[75,81],"on":[76],"admission)":[77],"used":[79],"as":[80],"continuously":[83],"forecast":[84],"state":[86],"2":[87],"ahead.":[89],"Prediction":[90],"low-risk":[92],"states":[93],"(17,939/80,843;":[94],"22.1%),":[95],"defined":[96],"by":[97],"NEWS2":[98],"mSOFA":[100],"<":[101],"6,":[102],"was":[103],"associated":[104],"an":[106,115],"area":[107,116],"under":[108,117],"precision-recall":[110],"curve":[111,121],"0.67":[113],"receiver":[119],"operator":[120],"0.83.":[123],"Implementation":[124],"such":[126],"interventions":[127],"could":[128],"cost-effective":[130],"triage":[131],"care":[134],"dengue,":[136],"offering":[137],"opportunities":[138],"safe":[140],"ambulatory":[141],"patient":[142],"management.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
