FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4367183676> ?p ?o ?g. }

• W4367183676 abstract "Abstract Wild Gastrodia elata resources are in short supply and the market is dominated by cultivated Gastrodia elata resources and the medicinal value of both is very different. It is significant to find a highly accurate and stable technique to identify wild and cultivated Gastrodia elata . It could prevent market fraud and protect the rights of consumers. In this context, this study is the first to combine three-dimensional correlated spectral (3DCOS) images with deep learning to identify wild and cultivated Gastrodia elata . Also, partial least squares discrimination analysis (PLS-DA) and support vector machine (SVM) models are compared with this model. The PLS-DA and SVM models are built based on Fourier transform mid-infrared (FT-MIR) spectral data after nine different preprocessing. The PLS-DA model with second-order derivatives (2D) gives the best results when comparing the effects of the models with different preprocessing. the SVM model with parameters c , g in a reasonable range also gives satisfactory model results. The advantage of the deep learning model over them is that no processing of the original spectral data is required. With only 46 iterations, the accuracy of the model is stable at 100% for the training set, test set and external validation set. The excellent performance of the model allows it to be used as a technical reference to solve studies on the qualitative aspects of Gastrodia elata ." @default.
• W4367183676 created "2023-04-28" @default.
• W4367183676 creator A5043257503 @default.
• W4367183676 creator A5077816731 @default.
• W4367183676 creator A5080770327 @default.
• W4367183676 creator A5084018016 @default.
• W4367183676 date "2023-04-27" @default.
• W4367183676 modified "2023-09-23" @default.
• W4367183676 title "FT-MIR combined with 3DCOS-ResNet model for rapid identification of wild and cultivated Gastrodia elata" @default.
• W4367183676 cites W1464268047 @default.
• W4367183676 cites W1884455325 @default.
• W4367183676 cites W1924932697 @default.
• W4367183676 cites W2006563726 @default.
• W4367183676 cites W2014718988 @default.
• W4367183676 cites W2034180958 @default.
• W4367183676 cites W2050315595 @default.
• W4367183676 cites W2084627914 @default.
• W4367183676 cites W2143711478 @default.
• W4367183676 cites W2151817143 @default.
• W4367183676 cites W2589325076 @default.
• W4367183676 cites W2755549008 @default.
• W4367183676 cites W2801339521 @default.
• W4367183676 cites W2890836755 @default.
• W4367183676 cites W2897022575 @default.
• W4367183676 cites W2903478119 @default.
• W4367183676 cites W3101418925 @default.
• W4367183676 cites W3120546768 @default.
• W4367183676 cites W3194333951 @default.
• W4367183676 cites W3212535423 @default.
• W4367183676 cites W4200015796 @default.
• W4367183676 cites W4212883467 @default.
• W4367183676 cites W4224316066 @default.
• W4367183676 cites W4283311810 @default.
• W4367183676 cites W4295537980 @default.
• W4367183676 cites W4306407450 @default.
• W4367183676 cites W4315641197 @default.
• W4367183676 cites W4320175831 @default.
• W4367183676 cites W4324368161 @default.
• W4367183676 cites W4360998626 @default.
• W4367183676 doi "https://doi.org/10.21203/rs.3.rs-2855573/v1" @default.
• W4367183676 hasPublicationYear "2023" @default.
• W4367183676 type Work @default.
• W4367183676 citedByCount "0" @default.
• W4367183676 crossrefType "posted-content" @default.
• W4367183676 hasAuthorship W4367183676A5043257503 @default.
• W4367183676 hasAuthorship W4367183676A5077816731 @default.
• W4367183676 hasAuthorship W4367183676A5080770327 @default.
• W4367183676 hasAuthorship W4367183676A5084018016 @default.
• W4367183676 hasBestOaLocation W43671836761 @default.
• W4367183676 hasConcept C116834253 @default.
• W4367183676 hasConcept C119857082 @default.
• W4367183676 hasConcept C12267149 @default.
• W4367183676 hasConcept C142724271 @default.
• W4367183676 hasConcept C153180895 @default.
• W4367183676 hasConcept C154945302 @default.
• W4367183676 hasConcept C177264268 @default.
• W4367183676 hasConcept C188947578 @default.
• W4367183676 hasConcept C199360897 @default.
• W4367183676 hasConcept C204787440 @default.
• W4367183676 hasConcept C2775855379 @default.
• W4367183676 hasConcept C34736171 @default.
• W4367183676 hasConcept C41008148 @default.
• W4367183676 hasConcept C59822182 @default.
• W4367183676 hasConcept C71924100 @default.
• W4367183676 hasConcept C86803240 @default.
• W4367183676 hasConceptScore W4367183676C116834253 @default.
• W4367183676 hasConceptScore W4367183676C119857082 @default.
• W4367183676 hasConceptScore W4367183676C12267149 @default.
• W4367183676 hasConceptScore W4367183676C142724271 @default.
• W4367183676 hasConceptScore W4367183676C153180895 @default.
• W4367183676 hasConceptScore W4367183676C154945302 @default.
• W4367183676 hasConceptScore W4367183676C177264268 @default.
• W4367183676 hasConceptScore W4367183676C188947578 @default.
• W4367183676 hasConceptScore W4367183676C199360897 @default.
• W4367183676 hasConceptScore W4367183676C204787440 @default.
• W4367183676 hasConceptScore W4367183676C2775855379 @default.
• W4367183676 hasConceptScore W4367183676C34736171 @default.
• W4367183676 hasConceptScore W4367183676C41008148 @default.
• W4367183676 hasConceptScore W4367183676C59822182 @default.
• W4367183676 hasConceptScore W4367183676C71924100 @default.
• W4367183676 hasConceptScore W4367183676C86803240 @default.
• W4367183676 hasLocation W43671836761 @default.
• W4367183676 hasOpenAccess W4367183676 @default.
• W4367183676 hasPrimaryLocation W43671836761 @default.
• W4367183676 hasRelatedWork W2041399278 @default.
• W4367183676 hasRelatedWork W2056016498 @default.
• W4367183676 hasRelatedWork W2136184105 @default.
• W4367183676 hasRelatedWork W2160451891 @default.
• W4367183676 hasRelatedWork W2336974148 @default.
• W4367183676 hasRelatedWork W2937631562 @default.
• W4367183676 hasRelatedWork W3174451172 @default.
• W4367183676 hasRelatedWork W3195168932 @default.
• W4367183676 hasRelatedWork W2187500075 @default.
• W4367183676 hasRelatedWork W2345184372 @default.
• W4367183676 isParatext "false" @default.
• W4367183676 isRetracted "false" @default.
• W4367183676 workType "article" @default.