Matches in SemOpenAlex for { <https://semopenalex.org/work/W2997344485> ?p ?o ?g. }
Showing items 1 to 99 of
99
with 100 items per page.
- W2997344485 abstract "The medical services are very important requirement for being healthy human. In order to ensure the availability of resources for the medicine needed, the most hospital makes an service demand estimation by forecasting a number of patients to provide the sufficient medical services. Therefore, the accurately forecast a number of patients would be valuable knowledge for managing. This work proposed the CNN-LSTM model, which was a combination of CNN and LSTM, to forecast the number of patients who used hospital services. The CNN model was used to interpret, and extract the features from the input data. Then, it was provided this information to the LSTM model for interpreting and making a forecast. The CNN-LSTM models were applied to forecast on the two datasets. The results indicated that CNN-LSTM model made reliable forecasting. This work measured the model performnace by calculating RMSE and MAE value. The result showed RMSE and MAE of the models were very low in all experiments. Forecasting the number of patients can help the hospital to estimate the service demand, make a better policy for managing the medical resources on demand, and improve the efficiency of medical services for the future." @default.
- W2997344485 created "2020-01-10" @default.
- W2997344485 creator A5050917669 @default.
- W2997344485 creator A5081611202 @default.
- W2997344485 date "2019-07-01" @default.
- W2997344485 modified "2023-10-07" @default.
- W2997344485 title "An Application of Convolutional Neural Network-Long Short-Term Memory Model for Service Demand Forecasting" @default.
- W2997344485 cites W1498436455 @default.
- W2997344485 cites W1649885719 @default.
- W2997344485 cites W1677182931 @default.
- W2997344485 cites W2064675550 @default.
- W2997344485 cites W2105743280 @default.
- W2997344485 cites W2602017928 @default.
- W2997344485 cites W2744829396 @default.
- W2997344485 cites W2754920424 @default.
- W2997344485 cites W2791047295 @default.
- W2997344485 cites W2791343342 @default.
- W2997344485 cites W2791549907 @default.
- W2997344485 cites W2796384729 @default.
- W2997344485 cites W2804797070 @default.
- W2997344485 doi "https://doi.org/10.1109/icoiact46704.2019.8938553" @default.
- W2997344485 hasPublicationYear "2019" @default.
- W2997344485 type Work @default.
- W2997344485 sameAs 2997344485 @default.
- W2997344485 citedByCount "0" @default.
- W2997344485 crossrefType "proceedings-article" @default.
- W2997344485 hasAuthorship W2997344485A5050917669 @default.
- W2997344485 hasAuthorship W2997344485A5081611202 @default.
- W2997344485 hasConcept C105795698 @default.
- W2997344485 hasConcept C108583219 @default.
- W2997344485 hasConcept C119857082 @default.
- W2997344485 hasConcept C121332964 @default.
- W2997344485 hasConcept C124101348 @default.
- W2997344485 hasConcept C127413603 @default.
- W2997344485 hasConcept C136264566 @default.
- W2997344485 hasConcept C139945424 @default.
- W2997344485 hasConcept C154945302 @default.
- W2997344485 hasConcept C162324750 @default.
- W2997344485 hasConcept C18762648 @default.
- W2997344485 hasConcept C193809577 @default.
- W2997344485 hasConcept C2780378061 @default.
- W2997344485 hasConcept C2983289691 @default.
- W2997344485 hasConcept C33923547 @default.
- W2997344485 hasConcept C41008148 @default.
- W2997344485 hasConcept C42475967 @default.
- W2997344485 hasConcept C50644808 @default.
- W2997344485 hasConcept C61797465 @default.
- W2997344485 hasConcept C62520636 @default.
- W2997344485 hasConcept C78519656 @default.
- W2997344485 hasConcept C81363708 @default.
- W2997344485 hasConceptScore W2997344485C105795698 @default.
- W2997344485 hasConceptScore W2997344485C108583219 @default.
- W2997344485 hasConceptScore W2997344485C119857082 @default.
- W2997344485 hasConceptScore W2997344485C121332964 @default.
- W2997344485 hasConceptScore W2997344485C124101348 @default.
- W2997344485 hasConceptScore W2997344485C127413603 @default.
- W2997344485 hasConceptScore W2997344485C136264566 @default.
- W2997344485 hasConceptScore W2997344485C139945424 @default.
- W2997344485 hasConceptScore W2997344485C154945302 @default.
- W2997344485 hasConceptScore W2997344485C162324750 @default.
- W2997344485 hasConceptScore W2997344485C18762648 @default.
- W2997344485 hasConceptScore W2997344485C193809577 @default.
- W2997344485 hasConceptScore W2997344485C2780378061 @default.
- W2997344485 hasConceptScore W2997344485C2983289691 @default.
- W2997344485 hasConceptScore W2997344485C33923547 @default.
- W2997344485 hasConceptScore W2997344485C41008148 @default.
- W2997344485 hasConceptScore W2997344485C42475967 @default.
- W2997344485 hasConceptScore W2997344485C50644808 @default.
- W2997344485 hasConceptScore W2997344485C61797465 @default.
- W2997344485 hasConceptScore W2997344485C62520636 @default.
- W2997344485 hasConceptScore W2997344485C78519656 @default.
- W2997344485 hasConceptScore W2997344485C81363708 @default.
- W2997344485 hasLocation W29973444851 @default.
- W2997344485 hasOpenAccess W2997344485 @default.
- W2997344485 hasPrimaryLocation W29973444851 @default.
- W2997344485 hasRelatedWork W2905388713 @default.
- W2997344485 hasRelatedWork W2940662747 @default.
- W2997344485 hasRelatedWork W2968755144 @default.
- W2997344485 hasRelatedWork W2997549107 @default.
- W2997344485 hasRelatedWork W3003766577 @default.
- W2997344485 hasRelatedWork W3005023546 @default.
- W2997344485 hasRelatedWork W3006049879 @default.
- W2997344485 hasRelatedWork W3015558966 @default.
- W2997344485 hasRelatedWork W3015733494 @default.
- W2997344485 hasRelatedWork W3111294156 @default.
- W2997344485 hasRelatedWork W3112325088 @default.
- W2997344485 hasRelatedWork W3115103108 @default.
- W2997344485 hasRelatedWork W3116294428 @default.
- W2997344485 hasRelatedWork W3116686335 @default.
- W2997344485 hasRelatedWork W3124149265 @default.
- W2997344485 hasRelatedWork W3137964336 @default.
- W2997344485 hasRelatedWork W3164941388 @default.
- W2997344485 hasRelatedWork W3197015000 @default.
- W2997344485 hasRelatedWork W3206228940 @default.
- W2997344485 hasRelatedWork W3207677724 @default.
- W2997344485 isParatext "false" @default.
- W2997344485 isRetracted "false" @default.
- W2997344485 magId "2997344485" @default.
- W2997344485 workType "article" @default.