Matches in SemOpenAlex for { <https://semopenalex.org/work/W4380032540> ?p ?o ?g. }
Showing items 1 to 59 of
59
with 100 items per page.
- W4380032540 endingPage "119" @default.
- W4380032540 startingPage "112" @default.
- W4380032540 abstract "Breast cancer is the most commonly diagnosed disease in women as well as the leading cause of cancer death. Neoadjuvant chemotherapy (NAC) is a standard treatment technique for locally advanced breast tumors, with the goal of clinical downstaging. Dynamic contrast enhanced magnetic resonance imaging (DCE-MRI) is used to diagnose breast cancer and could be used to access the NAC treatment response. However, the assessment of treatment response at the early phase is crucial and challenging. Previous studies show that radiomic features have the potential in quantifying the pathological changes due to NAC. In this work, an attempt has been made to objectively quantify the early phase changes observed on the DCE-MRI due to NAC using radiomic features. Different radiomic features are extracted from DCE-MR images of Visit 1 (pre-treatment) & 2 (post-treatment) to quantify the treatment response and are statistically analyzed. Further, kinetic features from the images are also extracted and associated with the radiomic features and are tested using Spearman’s correlation test. Results demonstrate that radiomic features such as energy, homogeneity, entropy, kurtosis have shown a highly significant difference between the two visits (p ≤ 0.05). Similarly, the association between significant radiomic features and kinetic parameters shown a positive correlation with r = (0.48 - 0.66), p = (0.00029 - 0.016) respectively. Hence it appears that the association of radiomic and kinetic parameters would be used as an adjunct measure in differentiating the NAC treatment visits at early stages." @default.
- W4380032540 created "2023-06-10" @default.
- W4380032540 creator A5016977562 @default.
- W4380032540 creator A5029348297 @default.
- W4380032540 date "2022-04-15" @default.
- W4380032540 modified "2023-09-29" @default.
- W4380032540 title "APPLICATION OF TEXTURAL RADIOMICS AND KINETIC PARAMETERS TO QUANTIFY EARLY PHASE NEOADJUVANT CHEMOTHERAPY TREATMENT RESPONSE ON BREAST DYNAMIC CONTRAST ENHANCED MAGNETIC RESONANCE IMAGES" @default.
- W4380032540 doi "https://doi.org/10.34107/nsjx7335112" @default.
- W4380032540 hasPublicationYear "2022" @default.
- W4380032540 type Work @default.
- W4380032540 citedByCount "0" @default.
- W4380032540 crossrefType "journal-article" @default.
- W4380032540 hasAuthorship W4380032540A5016977562 @default.
- W4380032540 hasAuthorship W4380032540A5029348297 @default.
- W4380032540 hasBestOaLocation W43800325401 @default.
- W4380032540 hasConcept C121608353 @default.
- W4380032540 hasConcept C126322002 @default.
- W4380032540 hasConcept C126838900 @default.
- W4380032540 hasConcept C143409427 @default.
- W4380032540 hasConcept C2776694085 @default.
- W4380032540 hasConcept C2777111374 @default.
- W4380032540 hasConcept C2778292576 @default.
- W4380032540 hasConcept C2778559731 @default.
- W4380032540 hasConcept C2780472235 @default.
- W4380032540 hasConcept C2989005 @default.
- W4380032540 hasConcept C530470458 @default.
- W4380032540 hasConcept C71924100 @default.
- W4380032540 hasConceptScore W4380032540C121608353 @default.
- W4380032540 hasConceptScore W4380032540C126322002 @default.
- W4380032540 hasConceptScore W4380032540C126838900 @default.
- W4380032540 hasConceptScore W4380032540C143409427 @default.
- W4380032540 hasConceptScore W4380032540C2776694085 @default.
- W4380032540 hasConceptScore W4380032540C2777111374 @default.
- W4380032540 hasConceptScore W4380032540C2778292576 @default.
- W4380032540 hasConceptScore W4380032540C2778559731 @default.
- W4380032540 hasConceptScore W4380032540C2780472235 @default.
- W4380032540 hasConceptScore W4380032540C2989005 @default.
- W4380032540 hasConceptScore W4380032540C530470458 @default.
- W4380032540 hasConceptScore W4380032540C71924100 @default.
- W4380032540 hasIssue "2" @default.
- W4380032540 hasLocation W43800325401 @default.
- W4380032540 hasOpenAccess W4380032540 @default.
- W4380032540 hasPrimaryLocation W43800325401 @default.
- W4380032540 hasRelatedWork W2285090712 @default.
- W4380032540 hasRelatedWork W2311419511 @default.
- W4380032540 hasRelatedWork W2354802425 @default.
- W4380032540 hasRelatedWork W2355892046 @default.
- W4380032540 hasRelatedWork W2376517420 @default.
- W4380032540 hasRelatedWork W2398160896 @default.
- W4380032540 hasRelatedWork W2474019991 @default.
- W4380032540 hasRelatedWork W2585082117 @default.
- W4380032540 hasRelatedWork W2885177232 @default.
- W4380032540 hasRelatedWork W3194910427 @default.
- W4380032540 hasVolume "58" @default.
- W4380032540 isParatext "false" @default.
- W4380032540 isRetracted "false" @default.
- W4380032540 workType "article" @default.