Claims-based algorithms for common chronic conditions were efficiently constructed using machine learning methods
Saved in:
| Published in | PLOS ONE Vol. 16; p. e0254394 |
|---|---|
| Main Authors | , , , , , , , |
| Format | Journal Article |
| Language | Japanese |
| Published |
Public Library of Science (PLoS)
27.09.2021
|
| Subjects | |
| Online Access | Get full text |
| ISSN | 1932-6203 |
| DOI | 10.1371/journal.pone.0254394 |
Cover
| Author | Yuki Ito Ryo Ikesu Yasuki Kobayashi Ung-il Chung Jun Tomio Konan Hara Thomas Svensson Akiko Kishi Svensson |
|---|---|
| Author_xml | – sequence: 1 fullname: Konan Hara – sequence: 2 orcidid: 0000-0002-2464-1932 fullname: Akiko Kishi Svensson – sequence: 3 fullname: Ryo Ikesu – sequence: 4 fullname: Yuki Ito – sequence: 5 fullname: Yasuki Kobayashi – sequence: 6 fullname: Ung-il Chung – sequence: 7 orcidid: 0000-0003-1283-358X fullname: Thomas Svensson – sequence: 8 fullname: Jun Tomio |
| BackLink | https://cir.nii.ac.jp/crid/1871146592587991552$$DView record in CiNii |
| BookMark | eNotjMtOwzAURC0EEqX0D1h4wTbFjzi2l6gCilSJTffIsW-aWyU22KkQf08KbGY050hzQy5jikDIHWdrLjV_OKZTjm5Yf8x4zYSqpa0vyIJbKapGMHlNVqVgy2oluWaKLcjnZnA4lqp1BQJ1wyFlnPqx0C5l6tM4pkh9n1NEP88YcMIUC_2CDBS6Dj1CnIbvsytTPvlpfjkVjAc6Ot9jBDqAy_EXwNSnUG7JVeeGAqv_XpL989N-s612by-vm8dddbRKVAa4BM9r0zSeac2C8cy7Vjauca2RAEpDa4wNggOwzgovrDOa68BCrYOSS3L_dxsR3z2ek8-e142yQhltLVdKyB_7GWCI |
| ContentType | Journal Article |
| DBID | RYH |
| DOI | 10.1371/journal.pone.0254394 |
| DatabaseName | CiNii Complete |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Medicine Sciences (General) |
| EISSN | 1932-6203 |
| GroupedDBID | --- 123 29O 2WC 53G 5VS 7RV 7X2 7X7 7XC 88E 8AO 8C1 8CJ 8FE 8FG 8FH 8FI 8FJ A8Z AAFWJ AAUCC AAWOE ABDBF ABIVO ABJCF ABUWG ACGFO ACIHN ACIWK ACPRK ACUHS ADBBV AEAQA AENEX AEUYN AFKRA AFPKN AFRAH AHMBA ALIPV ALMA_UNASSIGNED_HOLDINGS AOIJS APEBS ARAPS ATCPS BAWUL BBNVY BBORY BCNDV BENPR BGLVJ BHPHI BKEYQ BPHCQ BVXVI BWKFM CCPQU CS3 D1I D1J D1K DIK DU5 E3Z EAP EAS EBD EMOBN ESX EX3 F5P FPL FYUFA GROUPED_DOAJ GX1 HCIFZ HH5 HMCUK HYE IAO IEA IGS IHR IHW INH INR IOV IPY ISE ISR ITC K6- KB. KQ8 L6V LK5 LK8 M0K M1P M48 M7P M7R M7S M~E NAPCQ O5R O5S OK1 OVT P2P P62 PATMY PDBOC PHGZM PHGZT PIMPY PQQKQ PROAC PSQYO PTHSS PV9 PYCSY RNS RPM RYH RZL SV3 TR2 UKHRP WOQ WOW ~02 ~KM |
| ID | FETCH-LOGICAL-j952-8e13ec14866c0770d8c0cab36a6ab83ee57eb889d21ee0f92c29a8717d0d47d53 |
| IEDL.DBID | M48 |
| IngestDate | Thu Jun 26 22:38:45 EDT 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Language | Japanese |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-j952-8e13ec14866c0770d8c0cab36a6ab83ee57eb889d21ee0f92c29a8717d0d47d53 |
| ORCID | 0000-0002-2464-1932 0000-0003-1283-358X |
| OpenAccessLink | http://journals.scholarsportal.info/openUrl.xqy?doi=10.1371/journal.pone.0254394 |
| ParticipantIDs | nii_cinii_1871146592587991552 |
| PublicationCentury | 2000 |
| PublicationDate | 2021-09-27 |
| PublicationDateYYYYMMDD | 2021-09-27 |
| PublicationDate_xml | – month: 09 year: 2021 text: 2021-09-27 day: 27 |
| PublicationDecade | 2020 |
| PublicationTitle | PLOS ONE |
| PublicationYear | 2021 |
| Publisher | Public Library of Science (PLoS) |
| Publisher_xml | – name: Public Library of Science (PLoS) |
| SSID | ssib045317050 ssib045318062 ssib045324867 ssib045316197 ssib045319074 ssib045319085 ssib045319086 ssib045316121 ssib045318733 ssib045316049 ssib045317797 ssib045315901 ssib045318737 ssib045317988 ssj0053866 |
| Score | 2.2804356 |
| SourceID | nii |
| SourceType | Publisher |
| StartPage | e0254394 |
| SubjectTerms | Algorithms Chronic Disease Databases, Factual Diabetes Mellitus Dyslipidemias Female Humans Hypertension Insurance Claim Review Machine Learning Male Medicine Middle Aged Neural Networks, Computer Q R Retrospective Studies Science Support Vector Machine |
| Title | Claims-based algorithms for common chronic conditions were efficiently constructed using machine learning methods |
| URI | https://cir.nii.ac.jp/crid/1871146592587991552 |
| Volume | 16 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVFSB databaseName: Free Full-Text Journals in Chemistry databaseCode: HH5 dateStart: 20060101 customDbUrl: isFulltext: true eissn: 1932-6203 dateEnd: 99991231 titleUrlDefault: http://abc-chemistry.org/ omitProxy: true ssIdentifier: ssj0053866 providerName: ABC ChemistRy – providerCode: PRVAFT databaseName: Open Access Digital Library databaseCode: KQ8 dateStart: 20060101 customDbUrl: isFulltext: true eissn: 1932-6203 dateEnd: 99991231 titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html omitProxy: true ssIdentifier: ssj0053866 providerName: Colorado Alliance of Research Libraries – providerCode: PRVAFT databaseName: Open Access Digital Library databaseCode: KQ8 dateStart: 20061001 customDbUrl: isFulltext: true eissn: 1932-6203 dateEnd: 99991231 titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html omitProxy: true ssIdentifier: ssj0053866 providerName: Colorado Alliance of Research Libraries – providerCode: PRVAON databaseName: DOAJ Directory of Open Access Journals databaseCode: DOA dateStart: 20060101 customDbUrl: isFulltext: true eissn: 1932-6203 dateEnd: 99991231 titleUrlDefault: https://www.doaj.org/ omitProxy: true ssIdentifier: ssj0053866 providerName: Directory of Open Access Journals – providerCode: PRVEBS databaseName: EBSCOhost Academic Search Ultimate databaseCode: ABDBF dateStart: 20080101 customDbUrl: https://search.ebscohost.com/login.aspx?authtype=ip,shib&custid=s3936755&profile=ehost&defaultdb=asn isFulltext: true eissn: 1932-6203 dateEnd: 99991231 titleUrlDefault: https://search.ebscohost.com/direct.asp?db=asn omitProxy: true ssIdentifier: ssj0053866 providerName: EBSCOhost – providerCode: PRVEBS databaseName: EBSCOhost Food Science Source databaseCode: A8Z dateStart: 20080101 customDbUrl: isFulltext: true eissn: 1932-6203 dateEnd: 99991231 titleUrlDefault: https://search.ebscohost.com/login.aspx?authtype=ip,uid&profile=ehost&defaultdb=fsr omitProxy: false ssIdentifier: ssj0053866 providerName: EBSCOhost – providerCode: PRVBFR databaseName: Free Medical Journals databaseCode: DIK dateStart: 20060101 customDbUrl: isFulltext: true eissn: 1932-6203 dateEnd: 99991231 titleUrlDefault: http://www.freemedicaljournals.com omitProxy: true ssIdentifier: ssj0053866 providerName: Flying Publisher – providerCode: PRVFQY databaseName: GFMER Free Medical Journals databaseCode: GX1 dateStart: 20060101 customDbUrl: isFulltext: true eissn: 1932-6203 dateEnd: 99991231 titleUrlDefault: http://www.gfmer.ch/Medical_journals/Free_medical.php omitProxy: true ssIdentifier: ssj0053866 providerName: Geneva Foundation for Medical Education and Research – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources databaseCode: M~E dateStart: 20060101 customDbUrl: isFulltext: true eissn: 1932-6203 dateEnd: 99991231 titleUrlDefault: https://road.issn.org omitProxy: true ssIdentifier: ssj0053866 providerName: ISSN International Centre – providerCode: PRVAQN databaseName: PubMed Central databaseCode: RPM dateStart: 20060101 customDbUrl: isFulltext: true eissn: 1932-6203 dateEnd: 99991231 titleUrlDefault: https://www.ncbi.nlm.nih.gov/pmc/ omitProxy: true ssIdentifier: ssj0053866 providerName: National Library of Medicine – providerCode: PRVPQU databaseName: ProQuest Central databaseCode: BENPR dateStart: 20061201 customDbUrl: http://www.proquest.com/pqcentral?accountid=15518 isFulltext: true eissn: 1932-6203 dateEnd: 99991231 titleUrlDefault: https://www.proquest.com/central omitProxy: true ssIdentifier: ssj0053866 providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Health & Medical Collection databaseCode: 7X7 dateStart: 20061201 customDbUrl: isFulltext: true eissn: 1932-6203 dateEnd: 99991231 titleUrlDefault: https://search.proquest.com/healthcomplete omitProxy: true ssIdentifier: ssj0053866 providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Technology Collection databaseCode: 8FG dateStart: 20061201 customDbUrl: isFulltext: true eissn: 1932-6203 dateEnd: 99991231 titleUrlDefault: https://search.proquest.com/technologycollection1 omitProxy: true ssIdentifier: ssj0053866 providerName: ProQuest – providerCode: PRVPQU databaseName: Public Health Database databaseCode: 8C1 dateStart: 20061201 customDbUrl: isFulltext: true eissn: 1932-6203 dateEnd: 99991231 titleUrlDefault: https://search.proquest.com/publichealth omitProxy: true ssIdentifier: ssj0053866 providerName: ProQuest – providerCode: PRVFZP databaseName: Scholars Portal Journals: Open Access databaseCode: M48 dateStart: 20061201 customDbUrl: isFulltext: true eissn: 1932-6203 dateEnd: 20250930 titleUrlDefault: http://journals.scholarsportal.info omitProxy: true ssIdentifier: ssj0053866 providerName: Scholars Portal |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwhV1LSwMxEA4-QLyIT3yTgwc9bMlmN8nmICKiiFBPCt4kj6lW2qpdQf33TtKUXUXxsvBtSKHTSWamk3wfIQfcKKe4C1e3AAuU3LvMVrbImO6B1ZX2NuqndK_l5W15dSfuZshUszUZsP61tAt6UrfjQefj9fMEF_xxVG1Q-XRS5-V5BJ14u1uXs2QeY5UOYg7dJuEv0ePEVIEpYdnqM0Wc8-_jrT5bwIo1fcCI1Y_xFgFYwBVrCPkiVk2ClfC3-brFTjPBDbtMwrKFeaDMm8Ye3L2kTBcE_7IMBtFRv98KohfLZCllv_R04q4rZObJrJKFburvr5KVtNXU9DDxYR-tkdezgekP6ywEXE_N4OF53H97HNYU822KCwYXEnUTjl-EoQUflhJ9hzFQiAwZGFgHn2FswpaLnxKO-z_QYTxJCjRJZ-CLqKddr5Obi_Obs8ssKUVkT1rgjg55AQ4LOykdU4r5yjFnbCGNNLYqAIQCW6Hj8RyA9TR3XBusFJVnvlReFBtkboQm2iTUGJ874bCuRC9l2lfGMmFLDaA573m5RfbQevdoFHzibxcudQvNRaV0YNrn2_-M75BFHk7FhL6W2iVz-LVhD9OaN7sf_w7Yj_76BeON4Jo |
| linkProvider | Scholars Portal |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Claims-based+algorithms+for+common+chronic+conditions+were+efficiently+constructed+using+machine+learning+methods&rft.jtitle=PLOS+ONE&rft.au=Konan+Hara&rft.au=Akiko+Kishi+Svensson&rft.au=Ryo+Ikesu&rft.au=Yuki+Ito&rft.date=2021-09-27&rft.pub=Public+Library+of+Science+%28PLoS%29&rft.eissn=1932-6203&rft.volume=16&rft.spage=e0254394&rft_id=info:doi/10.1371%2Fjournal.pone.0254394 |