Matches in SemOpenAlex for { <https://semopenalex.org/work/W3148178110> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W3148178110 abstract "Abstract Approximately 2.4 million patients in Japan need treatment for thyroid disease, including Graves’ disease and Hashimoto’s disease. However, only 450,000 of them are receiving treatment, and many patients with thyroid dysfunction remain largely overlooked. In this retrospective study, we aimed to screen patients with hyperthyroidism and hypothyroidism who would greatly benefit from prompt medical treatment. We examined routine laboratory finding data and machine learning algorithms to investigate whether such accurate and robust screening is possible to prevent overlooking and misdiagnosing thyroid dysfunction. We succeeded in developing a machine learning method to construct a classification model for detecting hyperthyroidism and hypothyroidism in patients using 11 routine laboratory tests. We collected electronic health records and medical checkup data from four hospitals in Japan. As a result of cross-validation and external evaluation, we achieved a high classification accuracy for the hyperthyroidism and hypothyroidism models." @default.
- W3148178110 created "2021-04-13" @default.
- W3148178110 creator A5013649213 @default.
- W3148178110 creator A5013708451 @default.
- W3148178110 creator A5020467415 @default.
- W3148178110 creator A5025573915 @default.
- W3148178110 creator A5042733356 @default.
- W3148178110 creator A5045783552 @default.
- W3148178110 creator A5052859982 @default.
- W3148178110 creator A5053226336 @default.
- W3148178110 creator A5077219702 @default.
- W3148178110 creator A5082969546 @default.
- W3148178110 creator A5091723299 @default.
- W3148178110 date "2021-04-04" @default.
- W3148178110 modified "2023-10-15" @default.
- W3148178110 title "Thyroid dysfunction diagnosis from routine laboratory tests based on machine learning" @default.
- W3148178110 cites W1678356000 @default.
- W3148178110 cites W1978562994 @default.
- W3148178110 cites W1996246140 @default.
- W3148178110 cites W2014916442 @default.
- W3148178110 cites W2040018279 @default.
- W3148178110 cites W2046160237 @default.
- W3148178110 cites W2050609668 @default.
- W3148178110 cites W2074494004 @default.
- W3148178110 cites W2116639256 @default.
- W3148178110 cites W2132086750 @default.
- W3148178110 cites W2137462208 @default.
- W3148178110 cites W2148501322 @default.
- W3148178110 cites W2152575748 @default.
- W3148178110 cites W2159618966 @default.
- W3148178110 cites W2160393206 @default.
- W3148178110 cites W2341407265 @default.
- W3148178110 cites W2498119267 @default.
- W3148178110 cites W2530107877 @default.
- W3148178110 cites W2605253636 @default.
- W3148178110 cites W2924730876 @default.
- W3148178110 cites W2943491685 @default.
- W3148178110 cites W4211152088 @default.
- W3148178110 cites W4239510810 @default.
- W3148178110 cites W4248335158 @default.
- W3148178110 cites W4251238445 @default.
- W3148178110 doi "https://doi.org/10.1101/2021.03.30.21254605" @default.
- W3148178110 hasPublicationYear "2021" @default.
- W3148178110 type Work @default.
- W3148178110 sameAs 3148178110 @default.
- W3148178110 citedByCount "0" @default.
- W3148178110 crossrefType "posted-content" @default.
- W3148178110 hasAuthorship W3148178110A5013649213 @default.
- W3148178110 hasAuthorship W3148178110A5013708451 @default.
- W3148178110 hasAuthorship W3148178110A5020467415 @default.
- W3148178110 hasAuthorship W3148178110A5025573915 @default.
- W3148178110 hasAuthorship W3148178110A5042733356 @default.
- W3148178110 hasAuthorship W3148178110A5045783552 @default.
- W3148178110 hasAuthorship W3148178110A5052859982 @default.
- W3148178110 hasAuthorship W3148178110A5053226336 @default.
- W3148178110 hasAuthorship W3148178110A5077219702 @default.
- W3148178110 hasAuthorship W3148178110A5082969546 @default.
- W3148178110 hasAuthorship W3148178110A5091723299 @default.
- W3148178110 hasBestOaLocation W31481781101 @default.
- W3148178110 hasConcept C119857082 @default.
- W3148178110 hasConcept C126322002 @default.
- W3148178110 hasConcept C154945302 @default.
- W3148178110 hasConcept C167135981 @default.
- W3148178110 hasConcept C187212893 @default.
- W3148178110 hasConcept C195910791 @default.
- W3148178110 hasConcept C2779134260 @default.
- W3148178110 hasConcept C2780176905 @default.
- W3148178110 hasConcept C2994032529 @default.
- W3148178110 hasConcept C41008148 @default.
- W3148178110 hasConcept C526584372 @default.
- W3148178110 hasConcept C71924100 @default.
- W3148178110 hasConceptScore W3148178110C119857082 @default.
- W3148178110 hasConceptScore W3148178110C126322002 @default.
- W3148178110 hasConceptScore W3148178110C154945302 @default.
- W3148178110 hasConceptScore W3148178110C167135981 @default.
- W3148178110 hasConceptScore W3148178110C187212893 @default.
- W3148178110 hasConceptScore W3148178110C195910791 @default.
- W3148178110 hasConceptScore W3148178110C2779134260 @default.
- W3148178110 hasConceptScore W3148178110C2780176905 @default.
- W3148178110 hasConceptScore W3148178110C2994032529 @default.
- W3148178110 hasConceptScore W3148178110C41008148 @default.
- W3148178110 hasConceptScore W3148178110C526584372 @default.
- W3148178110 hasConceptScore W3148178110C71924100 @default.
- W3148178110 hasLocation W31481781101 @default.
- W3148178110 hasOpenAccess W3148178110 @default.
- W3148178110 hasPrimaryLocation W31481781101 @default.
- W3148178110 hasRelatedWork W10706782 @default.
- W3148178110 hasRelatedWork W11372642 @default.
- W3148178110 hasRelatedWork W14637021 @default.
- W3148178110 hasRelatedWork W15523188 @default.
- W3148178110 hasRelatedWork W18534410 @default.
- W3148178110 hasRelatedWork W18947122 @default.
- W3148178110 hasRelatedWork W1972546 @default.
- W3148178110 hasRelatedWork W2076601 @default.
- W3148178110 hasRelatedWork W8467268 @default.
- W3148178110 hasRelatedWork W8681526 @default.
- W3148178110 isParatext "false" @default.
- W3148178110 isRetracted "false" @default.
- W3148178110 magId "3148178110" @default.
- W3148178110 workType "article" @default.