{"id":"https://openalex.org/W7223010507","doi":"https://doi.org/10.2147/jmdh.s647510","title":"Semiconductor Technologies for Predictive, Preventive, and Personalized Healthcare","display_name":"Semiconductor Technologies for Predictive, Preventive, and Personalized Healthcare","publication_year":2026,"publication_date":"2026-10-01","ids":{"openalex":"https://openalex.org/W7223010507","doi":"https://doi.org/10.2147/jmdh.s647510","pmid":"https://pubmed.ncbi.nlm.nih.gov/42928889","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/13695933"},"language":"en","primary_location":{"id":"doi:10.2147/jmdh.s647510","doi":"https://doi.org/10.2147/jmdh.s647510","is_oa":true,"landing_page_url":"https://doi.org/10.2147/jmdh.s647510","pdf_url":"https://www.dovepress.com/article/download/121141","source":{"id":"https://openalex.org/S2764580016","display_name":"Journal of Multidisciplinary Healthcare","issn_l":"1178-2390","issn":["1178-2390"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-d","doyens","jufo-1","ki-jl-1","norway-1","oarl","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320348","host_organization_name":"Dove Medical Press","host_organization_lineage":["https://openalex.org/P4310320348","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Dove Medical Press","Taylor & Francis"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Multidisciplinary Healthcare","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.dovepress.com/article/download/121141","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5159131869","display_name":"Jasmin Akter Toma","orcid":"https://orcid.org/0009-0000-3059-8312","observed_orcids":["https://orcid.org/0009-0000-3059-8312"]},"institutions":[{"id":"https://openalex.org/I4405267770","display_name":"International American University","ror":"https://ror.org/0493eqn45","country_code":"US","type":"education","lineage":["https://openalex.org/I4405267770"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jasmin Akter Toma","raw_affiliation_strings":["Doctor of Business Administration Program, International American University, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Doctor of Business Administration Program, International American University, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I4405267770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5154434498","display_name":"Samia Mahmuda","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I166088655","display_name":"Montclair State University","ror":"https://ror.org/01nxc2t48","country_code":"US","type":"education","lineage":["https://openalex.org/I166088655"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samia Mahmuda","raw_affiliation_strings":["Department of Marketing, Montclair State University, Montclair, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Marketing, Montclair State University, Montclair, NJ, USA","institution_ids":["https://openalex.org/I166088655"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039090895","display_name":"Moustaq Karim Khan Rony","orcid":"https://orcid.org/0000-0002-6905-0554","observed_orcids":["https://orcid.org/0000-0002-6905-0554","https://orcid.org/0009-0005-8416-6626"]},"institutions":[{"id":"https://openalex.org/I142651801","display_name":"University of Kelaniya","ror":"https://ror.org/02r91my29","country_code":"LK","type":"education","lineage":["https://openalex.org/I142651801"]},{"id":"https://openalex.org/I4210132231","display_name":"International University of Business Agriculture and Technology","ror":"https://ror.org/02m32cr13","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210132231"]}],"countries":["BD","LK"],"is_corresponding":true,"raw_author_name":"Moustaq Karim Khan Rony","raw_affiliation_strings":["Faculty of Graduate Studies, University of Kelaniya, Colombo, Sri Lanka","Miyan Research Institute, International University of Business Agriculture and Technology, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-6905-0554","affiliations":[{"raw_affiliation_string":"Faculty of Graduate Studies, University of Kelaniya, Colombo, Sri Lanka","institution_ids":["https://openalex.org/I142651801"]},{"raw_affiliation_string":"Miyan Research Institute, International University of Business Agriculture and Technology, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I4210132231"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109754786","display_name":"Ashok Ghimire","orcid":"https://orcid.org/0009-0005-0188-0382","observed_orcids":["https://orcid.org/0009-0005-0188-0382"]},"institutions":[{"id":"https://openalex.org/I4404532904","display_name":"Westcliff University","ror":"https://ror.org/05xkpwy13","country_code":"US","type":"education","lineage":["https://openalex.org/I4404532904"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashok Ghimire","raw_affiliation_strings":["Department of Business Administration, Westcliff University, Irvine, CA, USA"],"raw_orcid":"https://orcid.org/0009-0005-0188-0382","affiliations":[{"raw_affiliation_string":"Department of Business Administration, Westcliff University, Irvine, CA, USA","institution_ids":["https://openalex.org/I4404532904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5143809241","display_name":"S M Mainul Islam","orcid":"https://orcid.org/0009-0006-3086-5402","observed_orcids":["https://orcid.org/0009-0006-3086-5402"]},"institutions":[{"id":"https://openalex.org/I165075387","display_name":"Trine University","ror":"https://ror.org/038e0dv78","country_code":"US","type":"education","lineage":["https://openalex.org/I165075387"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S M Mainul Islam","raw_affiliation_strings":["Department of Engineering Management, Trine University, Angola, IN, USA"],"raw_orcid":"https://orcid.org/0009-0006-3086-5402","affiliations":[{"raw_affiliation_string":"Department of Engineering Management, Trine University, Angola, IN, USA","institution_ids":["https://openalex.org/I165075387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138884470","display_name":"Lamiya Rahman Mim","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I169077156","display_name":"St. Francis College","ror":"https://ror.org/00571jt67","country_code":"US","type":"education","lineage":["https://openalex.org/I169077156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lamiya Rahman Mim","raw_affiliation_strings":["Department of Science in Health Care Management, St. Francis College, Brooklyn, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Science in Health Care Management, St. Francis College, Brooklyn, NY, USA","institution_ids":["https://openalex.org/I169077156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159105573","display_name":"Md Abu Bakkar Siddique","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405267770","display_name":"International American University","ror":"https://ror.org/0493eqn45","country_code":"US","type":"education","lineage":["https://openalex.org/I4405267770"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Abu Bakkar Siddique","raw_affiliation_strings":["Department of Business Administration, International American University, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business Administration, International American University, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I4405267770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114873790","display_name":"Al Modabbir Zaman","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405267770","display_name":"International American University","ror":"https://ror.org/0493eqn45","country_code":"US","type":"education","lineage":["https://openalex.org/I4405267770"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Al Modabbir Zaman","raw_affiliation_strings":["Department of Business Administration, International American University, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Business Administration, International American University, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I4405267770"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5159119517","display_name":"Jakir Hossain Ridoy","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I165075387","display_name":"Trine University","ror":"https://ror.org/038e0dv78","country_code":"US","type":"education","lineage":["https://openalex.org/I165075387"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jakir Hossain Ridoy","raw_affiliation_strings":["Department of Engineering Management, Trine University, Angola, IN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering Management, Trine University, Angola, IN, USA","institution_ids":["https://openalex.org/I165075387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056640588","display_name":"Timotei Istv\u00e1n Erdei","orcid":"https://orcid.org/0000-0001-6303-5946","observed_orcids":["https://orcid.org/0000-0001-6303-5946"]},"institutions":[{"id":"https://openalex.org/I132735039","display_name":"University of Debrecen","ror":"https://ror.org/02xf66n48","country_code":"HU","type":"education","lineage":["https://openalex.org/I132735039"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Timotei Istv\u00e1n Erdei","raw_affiliation_strings":["Department of Vehicles Engineering, University of Debrecen, Debrecen, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Vehicles Engineering, University of Debrecen, Debrecen, Hungary","institution_ids":["https://openalex.org/I132735039"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5039090895"],"corresponding_institution_ids":["https://openalex.org/I142651801","https://openalex.org/I4210132231"],"apc_list":{"value":2836,"currency":"USD","value_usd":2836},"apc_paid":{"value":2836,"currency":"USD","value_usd":2836},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.61174747,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"Volume 19","issue":null,"first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.5669000148773193,"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/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.5669000148773193,"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/T11932","display_name":"Wireless Body Area Networks","score":0.11810000240802765,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.08479999750852585,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/semiconductor-technology","display_name":"semiconductor technology","score":0.9850000143051147},{"id":"https://openalex.org/keywords/predictive-medicine","display_name":"predictive medicine","score":0.9710000157356262},{"id":"https://openalex.org/keywords/preventive-care","display_name":"preventive medicine","score":0.9789999723434448},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"personalized medicine","score":0.9269999861717224},{"id":"https://openalex.org/keywords/wearable-sensors","display_name":"wearable sensors","score":0.8600000143051147},{"id":"https://openalex.org/keywords/flexible-sensors","display_name":"flexible sensors","score":0.777999997138977},{"id":"https://openalex.org/keywords/biosensors","display_name":"biosensors","score":0.9480000138282776},{"id":"https://openalex.org/keywords/lab-on-a-chip","display_name":"lab-on-a-chip","score":0.9800000190734863},{"id":"https://openalex.org/keywords/biomedical-implants","display_name":"biomedical implants","score":0.9539999961853027},{"id":"https://openalex.org/keywords/cmos","display_name":"CMOS","score":0.7089999914169312},{"id":"https://openalex.org/keywords/application-specific-integrated-circuits","display_name":"application-specific integrated circuits","score":0.9599999785423279},{"id":"https://openalex.org/keywords/edge-processing","display_name":"edge processing","score":0.7839999794960022},{"id":"https://openalex.org/keywords/physiological-monitoring","display_name":"physiological monitoring","score":0.7730000019073486},{"id":"https://openalex.org/keywords/in-sensor-computing","display_name":"in-sensor computing","score":0.6819999814033508},{"id":"https://openalex.org/keywords/clinical-validation","display_name":"clinical validation","score":0.7120000123977661},{"id":"https://openalex.org/keywords/interoperability","display_name":"interoperability","score":0.843999981880188},{"id":"https://openalex.org/keywords/algorithmic-bias","display_name":"algorithmic bias","score":0.7279999852180481},{"id":"https://openalex.org/keywords/health-equity","display_name":"health equity","score":0.5090000033378601},{"id":"https://openalex.org/keywords/biocompatibility","display_name":"biocompatibility","score":0.5929999947547913}],"concepts":[{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6103000044822693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5160999894142151},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3869999945163727},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.3686999976634979},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.3416999876499176},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.29319998621940613},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.29170000553131104},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2808000147342682},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.2750999927520752},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2676999866962433},{"id":"https://openalex.org/C2989086416","wikidata":"https://www.wikidata.org/wiki/Q15067276","display_name":"Healthcare industry","level":3,"score":0.2639999985694885}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.2147/jmdh.s647510","doi":"https://doi.org/10.2147/jmdh.s647510","is_oa":true,"landing_page_url":"https://doi.org/10.2147/jmdh.s647510","pdf_url":"https://www.dovepress.com/article/download/121141","source":{"id":"https://openalex.org/S2764580016","display_name":"Journal of Multidisciplinary Healthcare","issn_l":"1178-2390","issn":["1178-2390"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-d","doyens","jufo-1","ki-jl-1","norway-1","oarl","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320348","host_organization_name":"Dove Medical Press","host_organization_lineage":["https://openalex.org/P4310320348","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Dove Medical Press","Taylor & Francis"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Multidisciplinary Healthcare","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13695933","doi":null,"is_oa":true,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42928889/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13695933/pdf/JMDH-19-647510.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,"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-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"J Multidiscip Healthc","raw_type":"Text"},{"id":"pmid:42928889","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42928889","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":"Journal of multidisciplinary healthcare","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:2425e960b3d04adaba0e56d9a93d3a7a","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/2425e960b3d04adaba0e56d9a93d3a7a","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":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Journal of Multidisciplinary Healthcare, Vol Volume 19, Iss Issue 1, Pp 1-18 (2026)","raw_type":"article"},{"id":"pmh:oai:dovepress.com/121141","doi":null,"is_oa":true,"landing_page_url":"https://www.dovepress.com/semiconductor-technologies-for-predictive-preventive-and-personalized--peer-reviewed-fulltext-article-JMDH","pdf_url":null,"source":{"id":"https://openalex.org/S4306401012","display_name":"Dove Medical Press (Taylor and Francis Group)","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-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Review"}],"best_oa_location":{"id":"doi:10.2147/jmdh.s647510","doi":"https://doi.org/10.2147/jmdh.s647510","is_oa":true,"landing_page_url":"https://doi.org/10.2147/jmdh.s647510","pdf_url":"https://www.dovepress.com/article/download/121141","source":{"id":"https://openalex.org/S2764580016","display_name":"Journal of Multidisciplinary Healthcare","issn_l":"1178-2390","issn":["1178-2390"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-d","doyens","jufo-1","ki-jl-1","norway-1","oarl","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320348","host_organization_name":"Dove Medical Press","host_organization_lineage":["https://openalex.org/P4310320348","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Dove Medical Press","Taylor & Francis"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Multidisciplinary Healthcare","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9763000011444092}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320325658","display_name":"Debreceni Egyetem","ror":"https://ror.org/02xf66n48"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7223010507.pdf","grobid_xml":"https://content.openalex.org/works/W7223010507.grobid-xml"},"referenced_works_count":87,"referenced_works":["https://openalex.org/W2266175888","https://openalex.org/W2305946569","https://openalex.org/W2335125833","https://openalex.org/W2401823338","https://openalex.org/W2522531501","https://openalex.org/W2559853975","https://openalex.org/W2569714033","https://openalex.org/W2575460524","https://openalex.org/W2594022964","https://openalex.org/W2605702050","https://openalex.org/W2618581983","https://openalex.org/W2734770034","https://openalex.org/W2755278526","https://openalex.org/W2767201666","https://openalex.org/W2775554754","https://openalex.org/W2785523439","https://openalex.org/W2790444357","https://openalex.org/W2801264239","https://openalex.org/W2808566010","https://openalex.org/W2888540279","https://openalex.org/W2890863075","https://openalex.org/W2891599654","https://openalex.org/W2899579807","https://openalex.org/W2902644322","https://openalex.org/W2908711986","https://openalex.org/W2912176114","https://openalex.org/W2916533817","https://openalex.org/W2944477354","https://openalex.org/W2946661638","https://openalex.org/W2946922686","https://openalex.org/W2948018512","https://openalex.org/W2955839778","https://openalex.org/W2981310284","https://openalex.org/W2983115849","https://openalex.org/W2986732728","https://openalex.org/W2987985090","https://openalex.org/W2999317412","https://openalex.org/W3004869318","https://openalex.org/W3005348902","https://openalex.org/W3007492756","https://openalex.org/W3012163988","https://openalex.org/W3015636815","https://openalex.org/W3036075506","https://openalex.org/W3043303465","https://openalex.org/W3045325513","https://openalex.org/W3080244655","https://openalex.org/W3089233009","https://openalex.org/W3091281260","https://openalex.org/W3091868598","https://openalex.org/W3093779917","https://openalex.org/W3104096625","https://openalex.org/W3111737151","https://openalex.org/W3158340479","https://openalex.org/W3161813522","https://openalex.org/W3164064295","https://openalex.org/W3164369261","https://openalex.org/W3198531566","https://openalex.org/W4200039099","https://openalex.org/W4205829697","https://openalex.org/W4213414111","https://openalex.org/W4221073130","https://openalex.org/W4223432692","https://openalex.org/W4225910671","https://openalex.org/W4281757670","https://openalex.org/W4284897849","https://openalex.org/W4286560842","https://openalex.org/W4288457150","https://openalex.org/W4290672784","https://openalex.org/W4296807575","https://openalex.org/W4310949647","https://openalex.org/W4313594100","https://openalex.org/W4366584813","https://openalex.org/W4380785538","https://openalex.org/W4389122275","https://openalex.org/W4398202186","https://openalex.org/W4401725391","https://openalex.org/W4405079421","https://openalex.org/W4411420483","https://openalex.org/W4412623618","https://openalex.org/W4415023269","https://openalex.org/W4415727746","https://openalex.org/W7113898154","https://openalex.org/W7125432699","https://openalex.org/W7128695782","https://openalex.org/W7148287154","https://openalex.org/W7169814898","https://openalex.org/W7203627286"],"related_works":["https://openalex.org/W2091308822","https://openalex.org/W7167280576","https://openalex.org/W4206731997","https://openalex.org/W1998434333","https://openalex.org/W7143835251","https://openalex.org/W6885057562","https://openalex.org/W2522032961","https://openalex.org/W4412091449","https://openalex.org/W7154617165","https://openalex.org/W4386211197"],"abstract_inverted_index":{"Purpose:":[0],"This":[1],"narrative":[2],"review":[3],"investigated":[4],"how":[5],"semiconductor":[6,128,134],"technologies":[7,180],"contribute":[8],"to":[9,54,67,99,206],"predictive,":[10,183],"preventive,":[11,184],"and":[12,15,22,49,82,86,106,111,120,127,142,151,172,185,202,214,239],"personalized":[13,186],"healthcare":[14,64],"considered":[16],"their":[17],"clinical":[18,220],"value,":[19],"technological":[20],"maturity,":[21],"implementation":[23],"challenges.":[24],"Methods:":[25],"A":[26],"structured":[27],"narrative-review":[28],"search":[29],"of":[30,45,154],"literature":[31],"published":[32,96],"from":[33,97],"January":[34],"2015":[35],"through":[36],"August":[37],"2026":[38],"was":[39],"conducted":[40],"in":[41,242],"PubMed,":[42],"Scopus,":[43],"Web":[44],"Science,":[46],"IEEE":[47],"Xplore,":[48],"ScienceDirect.":[50],"Eligible":[51],"publications":[52,77,95],"had":[53],"describe":[55],"a":[56,60],"semiconductor-based":[57],"technology":[58,102],"with":[59],"clear":[61,234],"or":[62,73],"potential":[63],"application":[65],"related":[66],"prediction,":[68],"prevention,":[69],"personalization,":[70],"diagnosis,":[71],"monitoring,":[72,139],"therapeutic":[74],"decision-making.":[75],"Forty-seven":[76],"met":[78],"the":[79,132],"eligibility":[80],"criteria":[81],"were":[83],"critically":[84],"appraised":[85],"synthesized":[87],"thematically.":[88],"Results:":[89],"The":[90],"evidence":[91],"set":[92],"included":[93,104],"47":[94],"2016":[98],"2026.":[100],"Major":[101],"categories":[103],"wearable":[105],"flexible":[107,211],"physiological":[108,138],"sensors,":[109],"biosensors":[110],"lab-on-chip":[112],"systems,":[113,231],"implantable":[114,203],"devices,":[115],"complementary":[116],"metal":[117],"oxide":[118],"semiconductors":[119],"application-specific":[121],"integrated-circuit":[122],"platforms,":[123],"edge":[124],"processing":[125,153],"hardware,":[126],"imaging":[129],"detectors.":[130],"Across":[131],"evidence,":[133,229],"platforms":[135,204,217],"supported":[136],"continuous":[137],"rapid":[140],"biochemical":[141,212],"molecular":[143],"detection,":[144],"early":[145],"risk":[146],"identification,":[147],"individualized":[148],"treatment":[149],"management,":[150],"local":[152],"health":[155],"data.":[156],"Signal":[157],"instability,":[158],"calibration":[159],"drift,":[160],"limited":[161],"external":[162],"validation,":[163,226],"power":[164],"constraints,":[165],"biocompatibility,":[166],"interoperability,":[167],"cybersecurity,":[168],"affordability,":[169],"algorithmic":[170],"bias,":[171],"unequal":[173],"access":[174],"remained":[175],"important":[176],"barriers.":[177],"Conclusion:":[178],"Semiconductor":[179],"can":[181],"strengthen":[182],"healthcare,":[187],"but":[188],"technical":[189],"performance":[190],"alone":[191],"is":[192,196],"insufficient.":[193],"Near-term":[194],"translation":[195],"strongest":[197],"for":[198],"established":[199],"sensing,":[200],"imaging,":[201],"linked":[205],"defined":[207],"care":[208],"pathways,":[209],"whereas":[210],"sensors":[213],"in-sensor":[215],"computing":[216],"require":[218],"stronger":[219],"validation.":[221],"Wider":[222],"adoption":[223],"requires":[224],"representative":[225],"long-term":[227],"safety":[228],"interoperable":[230],"equitable":[232],"design,":[233],"regulation,":[235],"sustainable":[236],"lifecycle":[237],"planning,":[238],"demonstrated":[240],"improvements":[241],"patient":[243],"outcomes.":[244]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-10-21T00:00:00"}
