FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4224100436> ?p ?o ?g. }

• W4224100436 endingPage "1987" @default.
• W4224100436 startingPage "1987" @default.
• W4224100436 abstract "We investigated predictions from 18F-FDG PET/CT using machine learning (ML) to assess the neoadjuvant CCRT response of patients with stage III non-small cell lung cancer (NSCLC) and compared them with predictions from conventional PET parameters and from physicians. A retrospective study was conducted of 430 patients. They underwent 18F-FDG PET/CT before initial treatment and after neoadjuvant CCRT followed by curative surgery. We analyzed texture features from segmented tumors and reviewed the pathologic response. The ML model employed a random forest and was used to classify the binary outcome of the pathological complete response (pCR). The predictive accuracy of the ML model for the pCR was 93.4%. The accuracy of predicting pCR using the conventional PET parameters was up to 70.9%, and the accuracy of the physicians’ assessment was 80.5%. The accuracy of the prediction from the ML model was significantly higher than those derived from conventional PET parameters and provided by physicians (p < 0.05). The ML model is useful for predicting pCR after neoadjuvant CCRT, which showed a higher predictive accuracy than those achieved from conventional PET parameters and from physicians." @default.
• W4224100436 created "2022-04-19" @default.
• W4224100436 creator A5009295669 @default.
• W4224100436 creator A5033347974 @default.
• W4224100436 creator A5034739279 @default.
• W4224100436 creator A5035482046 @default.
• W4224100436 creator A5037649433 @default.
• W4224100436 creator A5039770870 @default.
• W4224100436 creator A5042925848 @default.
• W4224100436 creator A5084688523 @default.
• W4224100436 creator A5085253903 @default.
• W4224100436 date "2022-04-14" @default.
• W4224100436 modified "2023-09-26" @default.
• W4224100436 title "Predictive Value of 18F-FDG PET/CT Using Machine Learning for Pathological Response to Neoadjuvant Concurrent Chemoradiotherapy in Patients with Stage III Non-Small Cell Lung Cancer" @default.
• W4224100436 cites W16482145 @default.
• W4224100436 cites W1953473020 @default.
• W4224100436 cites W1965516999 @default.
• W4224100436 cites W1966973507 @default.
• W4224100436 cites W1986531695 @default.
• W4224100436 cites W2018289150 @default.
• W4224100436 cites W2068828048 @default.
• W4224100436 cites W2088472001 @default.
• W4224100436 cites W2131481219 @default.
• W4224100436 cites W2155263737 @default.
• W4224100436 cites W2156857693 @default.
• W4224100436 cites W2251838584 @default.
• W4224100436 cites W2282156262 @default.
• W4224100436 cites W2312188622 @default.
• W4224100436 cites W2327362588 @default.
• W4224100436 cites W2596744074 @default.
• W4224100436 cites W2611179351 @default.
• W4224100436 cites W2726503501 @default.
• W4224100436 cites W2767733175 @default.
• W4224100436 cites W2805640034 @default.
• W4224100436 cites W2867613812 @default.
• W4224100436 cites W2898574163 @default.
• W4224100436 cites W2898782262 @default.
• W4224100436 cites W2924275361 @default.
• W4224100436 cites W2949080581 @default.
• W4224100436 cites W2971041600 @default.
• W4224100436 cites W2990463311 @default.
• W4224100436 cites W2991592623 @default.
• W4224100436 cites W3002866765 @default.
• W4224100436 cites W3010991925 @default.
• W4224100436 cites W3013832190 @default.
• W4224100436 cites W3014098213 @default.
• W4224100436 cites W3046182457 @default.
• W4224100436 cites W3107644710 @default.
• W4224100436 cites W3120348542 @default.
• W4224100436 cites W3160198125 @default.
• W4224100436 doi "https://doi.org/10.3390/cancers14081987" @default.
• W4224100436 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35454899" @default.
• W4224100436 hasPublicationYear "2022" @default.
• W4224100436 type Work @default.
• W4224100436 citedByCount "6" @default.
• W4224100436 countsByYear W42241004362022 @default.
• W4224100436 countsByYear W42241004362023 @default.
• W4224100436 crossrefType "journal-article" @default.
• W4224100436 hasAuthorship W4224100436A5009295669 @default.
• W4224100436 hasAuthorship W4224100436A5033347974 @default.
• W4224100436 hasAuthorship W4224100436A5034739279 @default.
• W4224100436 hasAuthorship W4224100436A5035482046 @default.
• W4224100436 hasAuthorship W4224100436A5037649433 @default.
• W4224100436 hasAuthorship W4224100436A5039770870 @default.
• W4224100436 hasAuthorship W4224100436A5042925848 @default.
• W4224100436 hasAuthorship W4224100436A5084688523 @default.
• W4224100436 hasAuthorship W4224100436A5085253903 @default.
• W4224100436 hasBestOaLocation W42241004361 @default.
• W4224100436 hasConcept C121608353 @default.
• W4224100436 hasConcept C126322002 @default.
• W4224100436 hasConcept C126838900 @default.
• W4224100436 hasConcept C143998085 @default.
• W4224100436 hasConcept C146357865 @default.
• W4224100436 hasConcept C151730666 @default.
• W4224100436 hasConcept C167135981 @default.
• W4224100436 hasConcept C199374082 @default.
• W4224100436 hasConcept C207886595 @default.
• W4224100436 hasConcept C2775842073 @default.
• W4224100436 hasConcept C2776256026 @default.
• W4224100436 hasConcept C2778292576 @default.
• W4224100436 hasConcept C2778424827 @default.
• W4224100436 hasConcept C2780091936 @default.
• W4224100436 hasConcept C2989005 @default.
• W4224100436 hasConcept C3019719930 @default.
• W4224100436 hasConcept C530470458 @default.
• W4224100436 hasConcept C71924100 @default.
• W4224100436 hasConcept C86803240 @default.
• W4224100436 hasConceptScore W4224100436C121608353 @default.
• W4224100436 hasConceptScore W4224100436C126322002 @default.
• W4224100436 hasConceptScore W4224100436C126838900 @default.
• W4224100436 hasConceptScore W4224100436C143998085 @default.
• W4224100436 hasConceptScore W4224100436C146357865 @default.
• W4224100436 hasConceptScore W4224100436C151730666 @default.
• W4224100436 hasConceptScore W4224100436C167135981 @default.
• W4224100436 hasConceptScore W4224100436C199374082 @default.
• W4224100436 hasConceptScore W4224100436C207886595 @default.
• W4224100436 hasConceptScore W4224100436C2775842073 @default.
• W4224100436 hasConceptScore W4224100436C2776256026 @default.

• next