FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2400488839> ?p ?o ?g. }

• W2400488839 endingPage "7" @default.
• W2400488839 startingPage "1" @default.
• W2400488839 abstract "Biomarkers able to characterise and predict multifactorial diseases are still one of the most important targets for all the “omics” investigations. In this context, Matrix-Assisted Laser Desorption/Ionisation-Mass Spectrometry Imaging (MALDI-MSI) has gained considerable attention in recent years, but it also led to a huge amount of complex data to be elaborated and interpreted. For this reason, computational and machine learning procedures for biomarker discovery are important tools to consider, both to reduce data dimension and to provide predictive markers for specific diseases. For instance, the availability of protein and genetic markers to support thyroid lesion diagnoses would impact deeply on society due to the high presence of undetermined reports (THY3) that are generally treated as malignant patients. In this paper we show how an accurate classification of thyroid bioptic specimens can be obtained through the application of a state-of-the-art machine learning approach (i.e., Support Vector Machines ) on MALDI-MSI data, together with a particular wrapper feature selection algorithm (i.e., recursive feature elimination ). The model is able to provide an accurate discriminatory capability using only 20 out of 144 features, resulting in an increase of the model performances, reliability, and computational efficiency. Finally, tissue areas rather than average proteomic profiles are classified, highlighting potential discriminating areas of clinical interest." @default.
• W2400488839 created "2016-06-24" @default.
• W2400488839 creator A5010837947 @default.
• W2400488839 creator A5018804733 @default.
• W2400488839 creator A5046471941 @default.
• W2400488839 creator A5047943010 @default.
• W2400488839 creator A5048743157 @default.
• W2400488839 creator A5073163964 @default.
• W2400488839 creator A5088147138 @default.
• W2400488839 date "2016-05-17" @default.
• W2400488839 modified "2023-10-11" @default.
• W2400488839 title "A Support Vector Machine Classification of Thyroid Bioptic Specimens Using MALDI-MSI Data" @default.
• W2400488839 cites W1563088657 @default.
• W2400488839 cites W1576341530 @default.
• W2400488839 cites W1976208171 @default.
• W2400488839 cites W2036086159 @default.
• W2400488839 cites W2039946906 @default.
• W2400488839 cites W2042666492 @default.
• W2400488839 cites W2057652593 @default.
• W2400488839 cites W2061637917 @default.
• W2400488839 cites W2085903081 @default.
• W2400488839 cites W2118217382 @default.
• W2400488839 cites W2120911337 @default.
• W2400488839 cites W2147214095 @default.
• W2400488839 cites W2186490945 @default.
• W2400488839 doi "https://doi.org/10.1155/2016/3791214" @default.
• W2400488839 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/4886047" @default.
• W2400488839 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/27293431" @default.
• W2400488839 hasPublicationYear "2016" @default.
• W2400488839 type Work @default.
• W2400488839 sameAs 2400488839 @default.
• W2400488839 citedByCount "16" @default.
• W2400488839 countsByYear W24004888392017 @default.
• W2400488839 countsByYear W24004888392018 @default.
• W2400488839 countsByYear W24004888392019 @default.
• W2400488839 countsByYear W24004888392020 @default.
• W2400488839 countsByYear W24004888392021 @default.
• W2400488839 countsByYear W24004888392022 @default.
• W2400488839 countsByYear W24004888392023 @default.
• W2400488839 crossrefType "journal-article" @default.
• W2400488839 hasAuthorship W2400488839A5010837947 @default.
• W2400488839 hasAuthorship W2400488839A5018804733 @default.
• W2400488839 hasAuthorship W2400488839A5046471941 @default.
• W2400488839 hasAuthorship W2400488839A5047943010 @default.
• W2400488839 hasAuthorship W2400488839A5048743157 @default.
• W2400488839 hasAuthorship W2400488839A5073163964 @default.
• W2400488839 hasAuthorship W2400488839A5088147138 @default.
• W2400488839 hasBestOaLocation W24004888391 @default.
• W2400488839 hasConcept C104317684 @default.
• W2400488839 hasConcept C119857082 @default.
• W2400488839 hasConcept C12267149 @default.
• W2400488839 hasConcept C124101348 @default.
• W2400488839 hasConcept C124535831 @default.
• W2400488839 hasConcept C138885662 @default.
• W2400488839 hasConcept C142724271 @default.
• W2400488839 hasConcept C148483581 @default.
• W2400488839 hasConcept C151730666 @default.
• W2400488839 hasConcept C153180895 @default.
• W2400488839 hasConcept C154945302 @default.
• W2400488839 hasConcept C202444582 @default.
• W2400488839 hasConcept C2776401178 @default.
• W2400488839 hasConcept C2779343474 @default.
• W2400488839 hasConcept C33676613 @default.
• W2400488839 hasConcept C33923547 @default.
• W2400488839 hasConcept C41008148 @default.
• W2400488839 hasConcept C41895202 @default.
• W2400488839 hasConcept C46111723 @default.
• W2400488839 hasConcept C534262118 @default.
• W2400488839 hasConcept C55493867 @default.
• W2400488839 hasConcept C71924100 @default.
• W2400488839 hasConcept C83665646 @default.
• W2400488839 hasConcept C86803240 @default.
• W2400488839 hasConceptScore W2400488839C104317684 @default.
• W2400488839 hasConceptScore W2400488839C119857082 @default.
• W2400488839 hasConceptScore W2400488839C12267149 @default.
• W2400488839 hasConceptScore W2400488839C124101348 @default.
• W2400488839 hasConceptScore W2400488839C124535831 @default.
• W2400488839 hasConceptScore W2400488839C138885662 @default.
• W2400488839 hasConceptScore W2400488839C142724271 @default.
• W2400488839 hasConceptScore W2400488839C148483581 @default.
• W2400488839 hasConceptScore W2400488839C151730666 @default.
• W2400488839 hasConceptScore W2400488839C153180895 @default.
• W2400488839 hasConceptScore W2400488839C154945302 @default.
• W2400488839 hasConceptScore W2400488839C202444582 @default.
• W2400488839 hasConceptScore W2400488839C2776401178 @default.
• W2400488839 hasConceptScore W2400488839C2779343474 @default.
• W2400488839 hasConceptScore W2400488839C33676613 @default.
• W2400488839 hasConceptScore W2400488839C33923547 @default.
• W2400488839 hasConceptScore W2400488839C41008148 @default.
• W2400488839 hasConceptScore W2400488839C41895202 @default.
• W2400488839 hasConceptScore W2400488839C46111723 @default.
• W2400488839 hasConceptScore W2400488839C534262118 @default.
• W2400488839 hasConceptScore W2400488839C55493867 @default.
• W2400488839 hasConceptScore W2400488839C71924100 @default.
• W2400488839 hasConceptScore W2400488839C83665646 @default.
• W2400488839 hasConceptScore W2400488839C86803240 @default.
• W2400488839 hasFunder F4320321873 @default.
• W2400488839 hasLocation W24004888391 @default.

• next