FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2912206724> ?p ?o ?g. }

• W2912206724 endingPage "30" @default.
• W2912206724 startingPage "24" @default.
• W2912206724 abstract "Chronic kidney disease (CKD) is prevalent across the world, and kidney function is well defined by an estimated glomerular filtration rate (eGFR). The progression of kidney disease can be predicted if the future eGFR can be accurately estimated using predictive analytics. In this study, we developed and validated a prediction model of eGFR by data extracted from a regional health system. This dataset includes demographic, clinical and laboratory information from primary care clinics. The model was built using Random Forest regression and evaluated using Goodness-of-fit statistics and discrimination metrics. After data preprocessing, the patient cohort for model development and validation contained 61,740 patients. The final model included eGFR, age, gender, body mass index (BMI), obesity, hypertension, and diabetes, which achieved a mean coefficient of determination of 0.95. The estimated eGFRs were used to classify patients into CKD stages with high macro-averaged and micro-averaged metrics. In conclusion, a model using real-world electronic medical records (EMR) data can accurately predict future kidney functions and provide clinical decision support." @default.
• W2912206724 created "2019-02-21" @default.
• W2912206724 creator A5032867744 @default.
• W2912206724 creator A5050185654 @default.
• W2912206724 creator A5088311948 @default.
• W2912206724 date "2019-04-01" @default.
• W2912206724 modified "2023-10-12" @default.
• W2912206724 title "Predicting outcomes of chronic kidney disease from EMR data based on Random Forest Regression" @default.
• W2912206724 cites W1976444829 @default.
• W2912206724 cites W1981055539 @default.
• W2912206724 cites W1985406570 @default.
• W2912206724 cites W1998396170 @default.
• W2912206724 cites W2010538618 @default.
• W2912206724 cites W2012532020 @default.
• W2912206724 cites W2014825234 @default.
• W2912206724 cites W2045516356 @default.
• W2912206724 cites W2065749193 @default.
• W2912206724 cites W2078982390 @default.
• W2912206724 cites W2096592656 @default.
• W2912206724 cites W2099628040 @default.
• W2912206724 cites W2100039712 @default.
• W2912206724 cites W2103456128 @default.
• W2912206724 cites W2105193808 @default.
• W2912206724 cites W2107195787 @default.
• W2912206724 cites W2113820196 @default.
• W2912206724 cites W2128783545 @default.
• W2912206724 cites W2133556574 @default.
• W2912206724 cites W2153838822 @default.
• W2912206724 cites W2157840043 @default.
• W2912206724 cites W2159020137 @default.
• W2912206724 cites W2165817472 @default.
• W2912206724 cites W2167045497 @default.
• W2912206724 cites W2252512447 @default.
• W2912206724 cites W2582602949 @default.
• W2912206724 cites W2616246685 @default.
• W2912206724 cites W277705329 @default.
• W2912206724 cites W2892221324 @default.
• W2912206724 cites W2985962305 @default.
• W2912206724 cites W2997463042 @default.
• W2912206724 cites W4229508150 @default.
• W2912206724 doi "https://doi.org/10.1016/j.mbs.2019.02.001" @default.
• W2912206724 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6435377" @default.
• W2912206724 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/30768948" @default.
• W2912206724 hasPublicationYear "2019" @default.
• W2912206724 type Work @default.
• W2912206724 sameAs 2912206724 @default.
• W2912206724 citedByCount "35" @default.
• W2912206724 countsByYear W29122067242019 @default.
• W2912206724 countsByYear W29122067242020 @default.
• W2912206724 countsByYear W29122067242021 @default.
• W2912206724 countsByYear W29122067242022 @default.
• W2912206724 countsByYear W29122067242023 @default.
• W2912206724 crossrefType "journal-article" @default.
• W2912206724 hasAuthorship W2912206724A5032867744 @default.
• W2912206724 hasAuthorship W2912206724A5050185654 @default.
• W2912206724 hasAuthorship W2912206724A5088311948 @default.
• W2912206724 hasBestOaLocation W29122067241 @default.
• W2912206724 hasConcept C105795698 @default.
• W2912206724 hasConcept C124101348 @default.
• W2912206724 hasConcept C126322002 @default.
• W2912206724 hasConcept C152877465 @default.
• W2912206724 hasConcept C154945302 @default.
• W2912206724 hasConcept C159641895 @default.
• W2912206724 hasConcept C169258074 @default.
• W2912206724 hasConcept C195910791 @default.
• W2912206724 hasConcept C2778653478 @default.
• W2912206724 hasConcept C2780221984 @default.
• W2912206724 hasConcept C33923547 @default.
• W2912206724 hasConcept C41008148 @default.
• W2912206724 hasConcept C48921125 @default.
• W2912206724 hasConcept C71924100 @default.
• W2912206724 hasConcept C72563966 @default.
• W2912206724 hasConcept C83546350 @default.
• W2912206724 hasConceptScore W2912206724C105795698 @default.
• W2912206724 hasConceptScore W2912206724C124101348 @default.
• W2912206724 hasConceptScore W2912206724C126322002 @default.
• W2912206724 hasConceptScore W2912206724C152877465 @default.
• W2912206724 hasConceptScore W2912206724C154945302 @default.
• W2912206724 hasConceptScore W2912206724C159641895 @default.
• W2912206724 hasConceptScore W2912206724C169258074 @default.
• W2912206724 hasConceptScore W2912206724C195910791 @default.
• W2912206724 hasConceptScore W2912206724C2778653478 @default.
• W2912206724 hasConceptScore W2912206724C2780221984 @default.
• W2912206724 hasConceptScore W2912206724C33923547 @default.
• W2912206724 hasConceptScore W2912206724C41008148 @default.
• W2912206724 hasConceptScore W2912206724C48921125 @default.
• W2912206724 hasConceptScore W2912206724C71924100 @default.
• W2912206724 hasConceptScore W2912206724C72563966 @default.
• W2912206724 hasConceptScore W2912206724C83546350 @default.
• W2912206724 hasFunder F4320337354 @default.
• W2912206724 hasLocation W29122067241 @default.
• W2912206724 hasLocation W29122067242 @default.
• W2912206724 hasLocation W29122067243 @default.
• W2912206724 hasLocation W29122067244 @default.
• W2912206724 hasOpenAccess W2912206724 @default.
• W2912206724 hasPrimaryLocation W29122067241 @default.
• W2912206724 hasRelatedWork W1546989560 @default.
• W2912206724 hasRelatedWork W2067177470 @default.

• next