FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2018607871> ?p ?o ?g. }

• W2018607871 abstract "This work presents a prediction of forced expiratory volume in pulmonary function testing, using spirometry and neural networks. The pulmonary function data were recorded (n = 110) from volunteers using flow-volume spirometer with a standard acquisition protocol. From the recorded flow-volume curves, the acquired data are then used to predict forced expiratory volume in one second (FEV1) using a self-organizing map (SOM) and radial basis function neural networks. The SOM is used to determine the cluster centres of the hidden layer of radial basis function neural networks. The optimal widths of the Gaussian function of radial basis function neural networks were obtained from these centres and this network is then used to predict FEV1. The performance of the neural network model was evaluated by computing their prediction error statistics of average value, standard deviation, root mean square and their correlation with the true data for normal and abnormal cases. The correlation between measured and predicted values of FEV1 for normal subjects was found to be 0.9. The prediction error for normal subjects is lower than that of restrictive subjects. Results show that the adopted neural networks are capable of predicting FEV1 in both normal and abnormal cases." @default.
• W2018607871 created "2016-06-24" @default.
• W2018607871 creator A5024680899 @default.
• W2018607871 creator A5069319452 @default.
• W2018607871 date "2009-01-01" @default.
• W2018607871 modified "2023-09-22" @default.
• W2018607871 title "Prediction of forced expiratory volume in normal and restrictive respiratory functions using spirometry and self-organizing map" @default.
• W2018607871 cites W1923948168 @default.
• W2018607871 cites W1998166164 @default.
• W2018607871 cites W2003443969 @default.
• W2018607871 cites W2009253717 @default.
• W2018607871 cites W2018504033 @default.
• W2018607871 cites W2030573454 @default.
• W2018607871 cites W2034466628 @default.
• W2018607871 cites W2046079134 @default.
• W2018607871 cites W2052096112 @default.
• W2018607871 cites W2057152743 @default.
• W2018607871 cites W2057828679 @default.
• W2018607871 cites W2064750707 @default.
• W2018607871 cites W2132678073 @default.
• W2018607871 cites W2137731450 @default.
• W2018607871 cites W2144686729 @default.
• W2018607871 cites W2151947002 @default.
• W2018607871 doi "https://doi.org/10.1080/03091900902960710" @default.
• W2018607871 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/19484651" @default.
• W2018607871 hasPublicationYear "2009" @default.
• W2018607871 type Work @default.
• W2018607871 sameAs 2018607871 @default.
• W2018607871 citedByCount "8" @default.
• W2018607871 countsByYear W20186078712012 @default.
• W2018607871 countsByYear W20186078712013 @default.
• W2018607871 countsByYear W20186078712014 @default.
• W2018607871 countsByYear W20186078712017 @default.
• W2018607871 countsByYear W20186078712022 @default.
• W2018607871 crossrefType "journal-article" @default.
• W2018607871 hasAuthorship W2018607871A5024680899 @default.
• W2018607871 hasAuthorship W2018607871A5069319452 @default.
• W2018607871 hasConcept C105795698 @default.
• W2018607871 hasConcept C119599485 @default.
• W2018607871 hasConcept C121332964 @default.
• W2018607871 hasConcept C126322002 @default.
• W2018607871 hasConcept C127413603 @default.
• W2018607871 hasConcept C139945424 @default.
• W2018607871 hasConcept C154945302 @default.
• W2018607871 hasConcept C20556612 @default.
• W2018607871 hasConcept C22679943 @default.
• W2018607871 hasConcept C2776042228 @default.
• W2018607871 hasConcept C2776727875 @default.
• W2018607871 hasConcept C2780333948 @default.
• W2018607871 hasConcept C2781142857 @default.
• W2018607871 hasConcept C33923547 @default.
• W2018607871 hasConcept C41008148 @default.
• W2018607871 hasConcept C50644808 @default.
• W2018607871 hasConcept C62520636 @default.
• W2018607871 hasConcept C71907059 @default.
• W2018607871 hasConcept C71924100 @default.
• W2018607871 hasConcept C75603125 @default.
• W2018607871 hasConcept C98856871 @default.
• W2018607871 hasConceptScore W2018607871C105795698 @default.
• W2018607871 hasConceptScore W2018607871C119599485 @default.
• W2018607871 hasConceptScore W2018607871C121332964 @default.
• W2018607871 hasConceptScore W2018607871C126322002 @default.
• W2018607871 hasConceptScore W2018607871C127413603 @default.
• W2018607871 hasConceptScore W2018607871C139945424 @default.
• W2018607871 hasConceptScore W2018607871C154945302 @default.
• W2018607871 hasConceptScore W2018607871C20556612 @default.
• W2018607871 hasConceptScore W2018607871C22679943 @default.
• W2018607871 hasConceptScore W2018607871C2776042228 @default.
• W2018607871 hasConceptScore W2018607871C2776727875 @default.
• W2018607871 hasConceptScore W2018607871C2780333948 @default.
• W2018607871 hasConceptScore W2018607871C2781142857 @default.
• W2018607871 hasConceptScore W2018607871C33923547 @default.
• W2018607871 hasConceptScore W2018607871C41008148 @default.
• W2018607871 hasConceptScore W2018607871C50644808 @default.
• W2018607871 hasConceptScore W2018607871C62520636 @default.
• W2018607871 hasConceptScore W2018607871C71907059 @default.
• W2018607871 hasConceptScore W2018607871C71924100 @default.
• W2018607871 hasConceptScore W2018607871C75603125 @default.
• W2018607871 hasConceptScore W2018607871C98856871 @default.
• W2018607871 hasLocation W20186078711 @default.
• W2018607871 hasLocation W20186078712 @default.
• W2018607871 hasOpenAccess W2018607871 @default.
• W2018607871 hasPrimaryLocation W20186078711 @default.
• W2018607871 hasRelatedWork W1600087159 @default.
• W2018607871 hasRelatedWork W1980659332 @default.
• W2018607871 hasRelatedWork W1988194888 @default.
• W2018607871 hasRelatedWork W1999664561 @default.
• W2018607871 hasRelatedWork W2017549853 @default.
• W2018607871 hasRelatedWork W2022638348 @default.
• W2018607871 hasRelatedWork W2058356130 @default.
• W2018607871 hasRelatedWork W2064750707 @default.
• W2018607871 hasRelatedWork W2066169201 @default.
• W2018607871 hasRelatedWork W2093016999 @default.
• W2018607871 hasRelatedWork W2125078269 @default.
• W2018607871 hasRelatedWork W2170906283 @default.
• W2018607871 hasRelatedWork W2339134637 @default.
• W2018607871 hasRelatedWork W2354112758 @default.
• W2018607871 hasRelatedWork W2398762598 @default.
• W2018607871 hasRelatedWork W2401544963 @default.
• W2018607871 hasRelatedWork W2549901810 @default.

• next