{"id":"https://openalex.org/W4403890096","doi":"https://doi.org/10.1007/978-3-031-73741-1_12","title":"Towards a\u00a0Multi-dimensional Health Data Analysis Framework","display_name":"Towards a\u00a0Multi-dimensional Health Data Analysis Framework","publication_year":2024,"publication_date":"2024-10-30","ids":{"openalex":"https://openalex.org/W4403890096","doi":"https://doi.org/10.1007/978-3-031-73741-1_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73741-1_12","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-73741-1_12","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-73741-1_12.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-73741-1_12.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000311674","display_name":"Fazle Rabbi","orcid":"https://orcid.org/0000-0001-5626-0598"},"institutions":[{"id":"https://openalex.org/I4432739","display_name":"University of Bergen","ror":"https://ror.org/03zga2b32","country_code":"NO","type":"education","lineage":["https://openalex.org/I4432739"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Fazle Rabbi","raw_affiliation_strings":["Information Science and Media Studies, University of Bergen, Bergen, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science and Media Studies, University of Bergen, Bergen, Norway","institution_ids":["https://openalex.org/I4432739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053382180","display_name":"Bahareh Fatemi","orcid":"https://orcid.org/0000-0002-8944-5051"},"institutions":[{"id":"https://openalex.org/I4432739","display_name":"University of Bergen","ror":"https://ror.org/03zga2b32","country_code":"NO","type":"education","lineage":["https://openalex.org/I4432739"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Bahareh Fatemi","raw_affiliation_strings":["Information Science and Media Studies, University of Bergen, Bergen, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science and Media Studies, University of Bergen, Bergen, Norway","institution_ids":["https://openalex.org/I4432739"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001475880","display_name":"Suresh Kumar Mukhiya","orcid":"https://orcid.org/0000-0002-1813-7633"},"institutions":[{"id":"https://openalex.org/I4210107808","display_name":"NORCE Research AS","ror":"https://ror.org/02gagpf75","country_code":"NO","type":"facility","lineage":["https://openalex.org/I4210107808"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Suresh Kumar Mukhiya","raw_affiliation_strings":["Tryg Norge, Bergen, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tryg Norge, Bergen, Norway","institution_ids":["https://openalex.org/I4210107808"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044790089","display_name":"Yngve Lamo","orcid":"https://orcid.org/0000-0001-9196-1779"},"institutions":[{"id":"https://openalex.org/I179863766","display_name":"Western Norway University of Applied Sciences","ror":"https://ror.org/05phns765","country_code":"NO","type":"education","lineage":["https://openalex.org/I179863766"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Yngve Lamo","raw_affiliation_strings":["Department of Computer science, Electrical engineering and Mathematical sciences, Western Norway University of Applied Sciences, Bergen, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer science, Electrical engineering and Mathematical sciences, Western Norway University of Applied Sciences, Bergen, Norway","institution_ids":["https://openalex.org/I179863766"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000311674"],"corresponding_institution_ids":["https://openalex.org/I4432739"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.39711047,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13283","display_name":"Mental Health Research Topics","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.925599992275238,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.849571704864502},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34911131858825684},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3442983329296112},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3363940715789795}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.849571704864502},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34911131858825684},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3442983329296112},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3363940715789795}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-73741-1_12","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-73741-1_12","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-73741-1_12.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-73741-1_12","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-73741-1_12","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-73741-1_12.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403890096.pdf","grobid_xml":"https://content.openalex.org/works/W4403890096.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2023808162","https://openalex.org/W2152089137","https://openalex.org/W2758488272","https://openalex.org/W2801359717","https://openalex.org/W2889111096","https://openalex.org/W2908995516","https://openalex.org/W2921286657","https://openalex.org/W3003554523","https://openalex.org/W3036502703","https://openalex.org/W3082079556","https://openalex.org/W3165611957","https://openalex.org/W4280639028","https://openalex.org/W4388044333"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Abstract":[0],"Healthcare":[1],"processes":[2],"need":[3],"to":[4,7,34,56,120],"be":[5,15],"streamlined":[6],"offer":[8],"better":[9],"healthcare":[10,30,52,59,73,113,118,124,157,164],"services.":[11],"Data":[12],"analysis":[13,28,48,71,105],"can":[14,81,90],"crucial":[16],"in":[17,29,72,111,163],"reducing":[18],"costs,":[19],"optimizing":[20],"processes,":[21],"and":[22,37,87,122,145,159],"analyzing":[23],"treatment":[24],"effectiveness.":[25],"However,":[26],"data":[27,125,158],"is":[31],"complex":[32],"due":[33],"the":[35,67,83,92],"variety":[36],"complexity":[38],"of":[39,69,85,94,156],"patient":[40,139],"data.":[41,114],"This":[42,149],"paper":[43,65,100],"proposes":[44],"a":[45,54,102,152],"multi-dimensional":[46,103],"comparative":[47,70,104],"method":[49],"that":[50],"offers":[51,151],"professionals":[53,119],"lens":[55],"delve":[57],"into":[58],"datasets":[60],"from":[61],"various":[62,108],"perspectives.":[63],"The":[64,99,115],"discusses":[66],"importance":[68],"illustrated":[74],"by":[75],"two":[76],"examples":[77],"on":[78],"how":[79,88],"we":[80,89],"understand":[82],"pattern":[84],"comorbidity":[86],"analyze":[91],"effectiveness":[93],"internet":[95],"delivered":[96],"psychological":[97],"interventions.":[98],"presents":[101],"framework":[106,116],"covering":[107],"use":[109],"cases":[110],"analysing":[112],"allows":[117],"compare":[121],"contrast":[123],"across":[126],"multiple":[127],"dimensions,":[128],"including":[129],"clinical":[130],"dimensions":[131,140],"such":[132],"as":[133],"diagnosis,":[134],"outcome":[135],"measures,":[136],"time":[137],"dimension,":[138,144],"(engagement,":[141],"involvement),":[142],"cost":[143],"other":[146],"relevant":[147],"factors.":[148],"approach":[150],"more":[153],"insightful":[154],"understanding":[155],"facilitates":[160],"informed":[161],"decision-making":[162],"practices.":[165]},"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
