Matches in SemOpenAlex for { <https://semopenalex.org/work/W4317743312> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W4317743312 endingPage "422" @default.
- W4317743312 startingPage "411" @default.
- W4317743312 abstract "In the pharmaceutical industry, dissolution testing is part of the target product quality that is essential in the approval of new products. The prediction of the dissolution profile based on spectroscopic data is an alternative to the current destructive and time-consuming method. Raman and near-infrared (NIR) spectroscopies are two complementary methods, that provide information on the physical and chemical properties of the tablets and can help in predicting their dissolution profiles. This work aims to use the information collected by these methods by creating partial least squares models to predict the content of the pills. The predicted values are then used along with the measured compression force as input data to Random Decision Forests in order to predict the dissolution profiles of the scanned tablets. It was found that Random Decision Forests models were able to predict the dissolution profile within the acceptance limit of the f2 factor." @default.
- W4317743312 created "2023-01-23" @default.
- W4317743312 creator A5022901955 @default.
- W4317743312 creator A5025920759 @default.
- W4317743312 creator A5035614563 @default.
- W4317743312 creator A5053450304 @default.
- W4317743312 creator A5058436307 @default.
- W4317743312 date "2023-01-01" @default.
- W4317743312 modified "2023-09-23" @default.
- W4317743312 title "Spectroscopy-Based Prediction of In Vitro Dissolution Profile Using Random Decision Forests" @default.
- W4317743312 cites W1642565689 @default.
- W4317743312 cites W1779377117 @default.
- W4317743312 cites W180389365 @default.
- W4317743312 cites W1991618236 @default.
- W4317743312 cites W2082766714 @default.
- W4317743312 cites W2118230990 @default.
- W4317743312 cites W2147505011 @default.
- W4317743312 cites W2151224960 @default.
- W4317743312 cites W2178964422 @default.
- W4317743312 cites W2180891719 @default.
- W4317743312 cites W2191669497 @default.
- W4317743312 cites W2957116182 @default.
- W4317743312 cites W2968044006 @default.
- W4317743312 cites W2972433884 @default.
- W4317743312 cites W3202385531 @default.
- W4317743312 doi "https://doi.org/10.1007/978-3-031-23492-7_35" @default.
- W4317743312 hasPublicationYear "2023" @default.
- W4317743312 type Work @default.
- W4317743312 citedByCount "0" @default.
- W4317743312 crossrefType "book-chapter" @default.
- W4317743312 hasAuthorship W4317743312A5022901955 @default.
- W4317743312 hasAuthorship W4317743312A5025920759 @default.
- W4317743312 hasAuthorship W4317743312A5035614563 @default.
- W4317743312 hasAuthorship W4317743312A5053450304 @default.
- W4317743312 hasAuthorship W4317743312A5058436307 @default.
- W4317743312 hasConcept C105795698 @default.
- W4317743312 hasConcept C119857082 @default.
- W4317743312 hasConcept C120665830 @default.
- W4317743312 hasConcept C121332964 @default.
- W4317743312 hasConcept C124101348 @default.
- W4317743312 hasConcept C127413603 @default.
- W4317743312 hasConcept C14029885 @default.
- W4317743312 hasConcept C169258074 @default.
- W4317743312 hasConcept C192562407 @default.
- W4317743312 hasConcept C21880701 @default.
- W4317743312 hasConcept C2781430271 @default.
- W4317743312 hasConcept C33923547 @default.
- W4317743312 hasConcept C39432304 @default.
- W4317743312 hasConcept C40003534 @default.
- W4317743312 hasConcept C41008148 @default.
- W4317743312 hasConcept C42360764 @default.
- W4317743312 hasConcept C88380143 @default.
- W4317743312 hasConceptScore W4317743312C105795698 @default.
- W4317743312 hasConceptScore W4317743312C119857082 @default.
- W4317743312 hasConceptScore W4317743312C120665830 @default.
- W4317743312 hasConceptScore W4317743312C121332964 @default.
- W4317743312 hasConceptScore W4317743312C124101348 @default.
- W4317743312 hasConceptScore W4317743312C127413603 @default.
- W4317743312 hasConceptScore W4317743312C14029885 @default.
- W4317743312 hasConceptScore W4317743312C169258074 @default.
- W4317743312 hasConceptScore W4317743312C192562407 @default.
- W4317743312 hasConceptScore W4317743312C21880701 @default.
- W4317743312 hasConceptScore W4317743312C2781430271 @default.
- W4317743312 hasConceptScore W4317743312C33923547 @default.
- W4317743312 hasConceptScore W4317743312C39432304 @default.
- W4317743312 hasConceptScore W4317743312C40003534 @default.
- W4317743312 hasConceptScore W4317743312C41008148 @default.
- W4317743312 hasConceptScore W4317743312C42360764 @default.
- W4317743312 hasConceptScore W4317743312C88380143 @default.
- W4317743312 hasLocation W43177433121 @default.
- W4317743312 hasOpenAccess W4317743312 @default.
- W4317743312 hasPrimaryLocation W43177433121 @default.
- W4317743312 hasRelatedWork W154353105 @default.
- W4317743312 hasRelatedWork W2013669450 @default.
- W4317743312 hasRelatedWork W2092267554 @default.
- W4317743312 hasRelatedWork W2354019004 @default.
- W4317743312 hasRelatedWork W2378892754 @default.
- W4317743312 hasRelatedWork W2384346418 @default.
- W4317743312 hasRelatedWork W2396036535 @default.
- W4317743312 hasRelatedWork W2899084033 @default.
- W4317743312 hasRelatedWork W3045773351 @default.
- W4317743312 hasRelatedWork W4317743312 @default.
- W4317743312 isParatext "false" @default.
- W4317743312 isRetracted "false" @default.
- W4317743312 workType "book-chapter" @default.