{"id":"https://openalex.org/W4409908078","doi":"https://doi.org/10.1007/s10916-025-02191-2","title":"The Role of Virtual Reality in Personalized Medicine: Advancing Prediction, Prevention, and Participation","display_name":"The Role of Virtual Reality in Personalized Medicine: Advancing Prediction, Prevention, and Participation","publication_year":2025,"publication_date":"2025-04-29","ids":{"openalex":"https://openalex.org/W4409908078","doi":"https://doi.org/10.1007/s10916-025-02191-2","pmid":"https://pubmed.ncbi.nlm.nih.gov/40299081"},"language":"en","primary_location":{"id":"doi:10.1007/s10916-025-02191-2","doi":"https://doi.org/10.1007/s10916-025-02191-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-025-02191-2","pdf_url":null,"source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},"volume":null,"type":"review","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Ilias Miltiadis","orcid":"https://orcid.org/0000-0002-9130-3255","observed_orcids":["https://orcid.org/0000-0002-9130-3255"]},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Ilias Miltiadis","raw_affiliation_strings":["Section of Human Anatomy, Department of Biomedicine, Neurosciences and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy. ilia.miltykh@you.unipa.it"],"raw_orcid":"https://orcid.org/0000-0002-9130-3255","affiliations":[{"raw_affiliation_string":"Section of Human Anatomy, Department of Biomedicine, Neurosciences and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy. ilia.miltykh@you.unipa.it","institution_ids":["https://openalex.org/I900890020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092527577","display_name":"Apostolos A. Skarlis","orcid":"https://orcid.org/0009-0001-5272-5834","observed_orcids":["https://orcid.org/0009-0001-5272-5834"]},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Apostolos Skarlis","raw_affiliation_strings":["Legal Council of the Hellenic State, Athens, Greece","School of Law, National and Kapodistrian University of Athens, Athens, Greece"],"raw_orcid":"https://orcid.org/0009-0001-5272-5834","affiliations":[{"raw_affiliation_string":"Legal Council of the Hellenic State, Athens, Greece","institution_ids":[]},{"raw_affiliation_string":"School of Law, National and Kapodistrian University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049044046","display_name":"Pavel Burko","orcid":"https://orcid.org/0000-0002-1344-9654","observed_orcids":["https://orcid.org/0000-0002-1344-9654"]},"institutions":[{"id":"https://openalex.org/I900890020","display_name":"University of Palermo","ror":"https://ror.org/044k9ta02","country_code":"IT","type":"education","lineage":["https://openalex.org/I900890020"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pavel Burko","raw_affiliation_strings":["Section of Human Anatomy, Department of Biomedicine, Neurosciences and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1344-9654","affiliations":[{"raw_affiliation_string":"Section of Human Anatomy, Department of Biomedicine, Neurosciences and Advanced Diagnostics (BiND), University of Palermo, Palermo, Italy","institution_ids":["https://openalex.org/I900890020"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I900890020"],"apc_list":{"value":4990,"currency":"USD","value_usd":4990},"apc_paid":null,"fwci":1.2246,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.73737374,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"49","issue":"1","first_page":"56","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.0006000000284984708,"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/T11238","display_name":"Simulation-Based Education in Healthcare","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/virtual-reality","display_name":"virtual reality","score":0.9890000224113464},{"id":"https://openalex.org/keywords/personalized-medicine","display_name":"personalized medicine","score":0.9819999933242798},{"id":"https://openalex.org/keywords/4p-medicine","display_name":"4P medicine","score":0.9950000047683716},{"id":"https://openalex.org/keywords/neurorehabilitation","display_name":"neurorehabilitation","score":0.9739999771118164},{"id":"https://openalex.org/keywords/stress-reduction","display_name":"stress reduction","score":0.8240000009536743},{"id":"https://openalex.org/keywords/anxiety-reduction","display_name":"anxiety reduction","score":0.906000018119812},{"id":"https://openalex.org/keywords/patient-engagement","display_name":"patient engagement","score":0.9660000205039978},{"id":"https://openalex.org/keywords/simulator-sickness","display_name":"simulator sickness","score":0.7850000262260437},{"id":"https://openalex.org/keywords/neurological-disorders","display_name":"neurological disorders","score":0.5360000133514404},{"id":"https://openalex.org/keywords/mental-health","display_name":"mental health","score":0.8360000252723694},{"id":"https://openalex.org/keywords/early-detection-of-complications","display_name":"early detection of complications","score":0.7170000076293945},{"id":"https://openalex.org/keywords/clinical-adoption-barriers","display_name":"clinical adoption barriers","score":0.6980000138282776}],"concepts":[{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.7635263204574585},{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.5475427508354187},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.5466195344924927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4476802945137024},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3516884446144104},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3359767198562622},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3189454972743988},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.17302480340003967},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.16045695543289185},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.1410486400127411},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000066530","descriptor_name":"Neurological Rehabilitation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010358","descriptor_name":"Patient Participation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011315","descriptor_name":"Preventive Medicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057285","descriptor_name":"Precision Medicine","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1007/s10916-025-02191-2","doi":"https://doi.org/10.1007/s10916-025-02191-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10916-025-02191-2","pdf_url":null,"source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},{"id":"pmid:40299081","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40299081","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 medical systems","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.98580002784729,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W80591862","https://openalex.org/W893973037","https://openalex.org/W1001750064","https://openalex.org/W1591726516","https://openalex.org/W1606008933","https://openalex.org/W1929923983","https://openalex.org/W1967359323","https://openalex.org/W1981871180","https://openalex.org/W1985816215","https://openalex.org/W1986129954","https://openalex.org/W1992497223","https://openalex.org/W1993698727","https://openalex.org/W2025945038","https://openalex.org/W2051018563","https://openalex.org/W2075950485","https://openalex.org/W2083090567","https://openalex.org/W2084154288","https://openalex.org/W2088749788","https://openalex.org/W2131132780","https://openalex.org/W2134319420","https://openalex.org/W2148158693","https://openalex.org/W2533689032","https://openalex.org/W2581477469","https://openalex.org/W2586645318","https://openalex.org/W2599136364","https://openalex.org/W2614981836","https://openalex.org/W2760989174","https://openalex.org/W2766057613","https://openalex.org/W2769518064","https://openalex.org/W2793252576","https://openalex.org/W2891378911","https://openalex.org/W2912340292","https://openalex.org/W2953994441","https://openalex.org/W2972773820","https://openalex.org/W2998309229","https://openalex.org/W3044670440","https://openalex.org/W3110303802","https://openalex.org/W3122430071","https://openalex.org/W3130505188","https://openalex.org/W3135464892","https://openalex.org/W3138836870","https://openalex.org/W3162093227","https://openalex.org/W3202368967","https://openalex.org/W3205171936","https://openalex.org/W4205172136","https://openalex.org/W4220945780","https://openalex.org/W4255044316","https://openalex.org/W4283458619","https://openalex.org/W4294243559","https://openalex.org/W4307201126","https://openalex.org/W4318954863","https://openalex.org/W4378619301","https://openalex.org/W4380359700","https://openalex.org/W4385186708","https://openalex.org/W4385751201","https://openalex.org/W4392036687","https://openalex.org/W4392516513","https://openalex.org/W4393948614","https://openalex.org/W4395067162","https://openalex.org/W4402308317","https://openalex.org/W4403825807","https://openalex.org/W4406130194","https://openalex.org/W4406406220","https://openalex.org/W4407031491","https://openalex.org/W4407096869","https://openalex.org/W4407637535","https://openalex.org/W4408936754"],"related_works":["https://openalex.org/W4405333702","https://openalex.org/W2992853608","https://openalex.org/W4391762266","https://openalex.org/W4378877404","https://openalex.org/W7163139892","https://openalex.org/W4415995080","https://openalex.org/W2082543354","https://openalex.org/W7120408602","https://openalex.org/W6982415702","https://openalex.org/W4408346255"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":6}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2025-04-30T00:00:00"}