Leveraging A Medical Knowledge Graph into Large Language Models for Diagnosis Prediction: Design and Application Study (Preprint)
Gespeichert in:
Veröffentlicht in: | JMIR AI 2024-03 |
---|---|
Hauptverfasser: | , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | |
container_start_page | |
container_title | JMIR AI |
container_volume | |
creator | Gao, Yanjun Li, Ruizhe Croxford, Emma Caskey, John R Patterson, Brian W Churpek, Matthew M. Miller, Timothy Dligach, Dmitriy Afshar, Majid |
description | |
doi_str_mv | 10.2196/58670 |
format | Article |
fullrecord | <record><control><sourceid>crossref</sourceid><recordid>TN_cdi_crossref_primary_10_2196_58670</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>10_2196_58670</sourcerecordid><originalsourceid>FETCH-LOGICAL-c610-773e9d8c36db60163625836c9905ee6c35cf93a370d568fed543e1b059f341963</originalsourceid><addsrcrecordid>eNpNkMFKAzEURYMoWGr_4W0EXYwmkyYzcVdareIUBbsf0uTNODImQ9IqXfrnpurC1btcLufBIWTC6FXOlLwWpSzoERnlJSsyVlBx_C-fkkmMb5TSXOUsV3REvir8wKDbzrUwgxXazugeHp3_7NG2CMugh1fo3NZDpUMqKu3anU5h5S32ERofYNHp1vnYRXgOB8K28-4GFhi71oF2FmbD0CfwoYeX7c7u4SIth5C4l2fkpNF9xMnfHZP13e16fp9VT8uH-azKjGQ0KwqOypaGS7uRlEkuc1FyaZSiAlEaLkyjuOYFtUKWDVox5cg2VKiGT5MXPibnv1gTfIwBmzq9f9dhXzNaH8zVP-b4N0TIX2k</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Leveraging A Medical Knowledge Graph into Large Language Models for Diagnosis Prediction: Design and Application Study (Preprint)</title><source>PubMed Central Open Access</source><source>PubMed Central</source><creator>Gao, Yanjun ; Li, Ruizhe ; Croxford, Emma ; Caskey, John R ; Patterson, Brian W ; Churpek, Matthew M. ; Miller, Timothy ; Dligach, Dmitriy ; Afshar, Majid</creator><creatorcontrib>Gao, Yanjun ; Li, Ruizhe ; Croxford, Emma ; Caskey, John R ; Patterson, Brian W ; Churpek, Matthew M. ; Miller, Timothy ; Dligach, Dmitriy ; Afshar, Majid</creatorcontrib><identifier>ISSN: 2817-1705</identifier><identifier>EISSN: 2817-1705</identifier><identifier>DOI: 10.2196/58670</identifier><language>eng</language><ispartof>JMIR AI, 2024-03</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c610-773e9d8c36db60163625836c9905ee6c35cf93a370d568fed543e1b059f341963</cites><orcidid>0000-0002-9341-7360 ; 0000-0002-4030-5250 ; 0000-0002-4584-3808</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Gao, Yanjun</creatorcontrib><creatorcontrib>Li, Ruizhe</creatorcontrib><creatorcontrib>Croxford, Emma</creatorcontrib><creatorcontrib>Caskey, John R</creatorcontrib><creatorcontrib>Patterson, Brian W</creatorcontrib><creatorcontrib>Churpek, Matthew M.</creatorcontrib><creatorcontrib>Miller, Timothy</creatorcontrib><creatorcontrib>Dligach, Dmitriy</creatorcontrib><creatorcontrib>Afshar, Majid</creatorcontrib><title>Leveraging A Medical Knowledge Graph into Large Language Models for Diagnosis Prediction: Design and Application Study (Preprint)</title><title>JMIR AI</title><issn>2817-1705</issn><issn>2817-1705</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNpNkMFKAzEURYMoWGr_4W0EXYwmkyYzcVdareIUBbsf0uTNODImQ9IqXfrnpurC1btcLufBIWTC6FXOlLwWpSzoERnlJSsyVlBx_C-fkkmMb5TSXOUsV3REvir8wKDbzrUwgxXazugeHp3_7NG2CMugh1fo3NZDpUMqKu3anU5h5S32ERofYNHp1vnYRXgOB8K28-4GFhi71oF2FmbD0CfwoYeX7c7u4SIth5C4l2fkpNF9xMnfHZP13e16fp9VT8uH-azKjGQ0KwqOypaGS7uRlEkuc1FyaZSiAlEaLkyjuOYFtUKWDVox5cg2VKiGT5MXPibnv1gTfIwBmzq9f9dhXzNaH8zVP-b4N0TIX2k</recordid><startdate>20240321</startdate><enddate>20240321</enddate><creator>Gao, Yanjun</creator><creator>Li, Ruizhe</creator><creator>Croxford, Emma</creator><creator>Caskey, John R</creator><creator>Patterson, Brian W</creator><creator>Churpek, Matthew M.</creator><creator>Miller, Timothy</creator><creator>Dligach, Dmitriy</creator><creator>Afshar, Majid</creator><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-9341-7360</orcidid><orcidid>https://orcid.org/0000-0002-4030-5250</orcidid><orcidid>https://orcid.org/0000-0002-4584-3808</orcidid></search><sort><creationdate>20240321</creationdate><title>Leveraging A Medical Knowledge Graph into Large Language Models for Diagnosis Prediction: Design and Application Study (Preprint)</title><author>Gao, Yanjun ; Li, Ruizhe ; Croxford, Emma ; Caskey, John R ; Patterson, Brian W ; Churpek, Matthew M. ; Miller, Timothy ; Dligach, Dmitriy ; Afshar, Majid</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c610-773e9d8c36db60163625836c9905ee6c35cf93a370d568fed543e1b059f341963</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gao, Yanjun</creatorcontrib><creatorcontrib>Li, Ruizhe</creatorcontrib><creatorcontrib>Croxford, Emma</creatorcontrib><creatorcontrib>Caskey, John R</creatorcontrib><creatorcontrib>Patterson, Brian W</creatorcontrib><creatorcontrib>Churpek, Matthew M.</creatorcontrib><creatorcontrib>Miller, Timothy</creatorcontrib><creatorcontrib>Dligach, Dmitriy</creatorcontrib><creatorcontrib>Afshar, Majid</creatorcontrib><collection>CrossRef</collection><jtitle>JMIR AI</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Gao, Yanjun</au><au>Li, Ruizhe</au><au>Croxford, Emma</au><au>Caskey, John R</au><au>Patterson, Brian W</au><au>Churpek, Matthew M.</au><au>Miller, Timothy</au><au>Dligach, Dmitriy</au><au>Afshar, Majid</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Leveraging A Medical Knowledge Graph into Large Language Models for Diagnosis Prediction: Design and Application Study (Preprint)</atitle><jtitle>JMIR AI</jtitle><date>2024-03-21</date><risdate>2024</risdate><issn>2817-1705</issn><eissn>2817-1705</eissn><doi>10.2196/58670</doi><orcidid>https://orcid.org/0000-0002-9341-7360</orcidid><orcidid>https://orcid.org/0000-0002-4030-5250</orcidid><orcidid>https://orcid.org/0000-0002-4584-3808</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 2817-1705 |
ispartof | JMIR AI, 2024-03 |
issn | 2817-1705 2817-1705 |
language | eng |
recordid | cdi_crossref_primary_10_2196_58670 |
source | PubMed Central Open Access; PubMed Central |
title | Leveraging A Medical Knowledge Graph into Large Language Models for Diagnosis Prediction: Design and Application Study (Preprint) |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-04T17%3A01%3A59IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-crossref&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Leveraging%20A%20Medical%20Knowledge%20Graph%20into%20Large%20Language%20Models%20for%20Diagnosis%20Prediction:%20Design%20and%20Application%20Study%20(Preprint)&rft.jtitle=JMIR%20AI&rft.au=Gao,%20Yanjun&rft.date=2024-03-21&rft.issn=2817-1705&rft.eissn=2817-1705&rft_id=info:doi/10.2196/58670&rft_dat=%3Ccrossref%3E10_2196_58670%3C/crossref%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true |