Matches in SemOpenAlex for { <https://semopenalex.org/work/W2920915549> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2920915549 abstract "Multispectral photoacoustic (MPA) specimen imaging modality is proven successful in differentiating photoacoustic (PA) signal characteristics from a cancer and normal region. The oxy and de-oxy hemoglobin content in a human tissue captured in the MPA data are the key features for cancer detection. In this study, we propose to use deep 3D convolution neural network trained on the thyroid MPA dataset and tested on the prostate MPA dataset to evaluate this potential. The proposed algorithm first extracts the spatial, spectral, and temporal features from the thyroid MPA image data using 3D convolutional layers and detects cancer tissue using the logistic function, the last layer of the network. The model achieved an AUC (area under the curve) of the ROC (receiver operating characteristic) curve of 0.72 on the prostate MPA dataset." @default.
- W2920915549 created "2019-03-22" @default.
- W2920915549 creator A5007505303 @default.
- W2920915549 creator A5031084909 @default.
- W2920915549 creator A5044971303 @default.
- W2920915549 creator A5054974168 @default.
- W2920915549 creator A5067301101 @default.
- W2920915549 date "2019-03-15" @default.
- W2920915549 modified "2023-10-03" @default.
- W2920915549 title "Deep 3D convolutional neural network for automatic cancer tissue detection using multispectral photoacoustic imaging" @default.
- W2920915549 cites W2023074414 @default.
- W2920915549 cites W2043798851 @default.
- W2920915549 cites W2119191234 @default.
- W2920915549 cites W2143147898 @default.
- W2920915549 cites W2156612612 @default.
- W2920915549 cites W2168669178 @default.
- W2920915549 cites W2504150216 @default.
- W2920915549 cites W2576353028 @default.
- W2920915549 cites W2624813046 @default.
- W2920915549 cites W2921305212 @default.
- W2920915549 doi "https://doi.org/10.1117/12.2518686" @default.
- W2920915549 hasPublicationYear "2019" @default.
- W2920915549 type Work @default.
- W2920915549 sameAs 2920915549 @default.
- W2920915549 citedByCount "6" @default.
- W2920915549 countsByYear W29209155492019 @default.
- W2920915549 countsByYear W29209155492020 @default.
- W2920915549 countsByYear W29209155492022 @default.
- W2920915549 countsByYear W29209155492023 @default.
- W2920915549 crossrefType "proceedings-article" @default.
- W2920915549 hasAuthorship W2920915549A5007505303 @default.
- W2920915549 hasAuthorship W2920915549A5031084909 @default.
- W2920915549 hasAuthorship W2920915549A5044971303 @default.
- W2920915549 hasAuthorship W2920915549A5054974168 @default.
- W2920915549 hasAuthorship W2920915549A5067301101 @default.
- W2920915549 hasConcept C11413529 @default.
- W2920915549 hasConcept C119857082 @default.
- W2920915549 hasConcept C120665830 @default.
- W2920915549 hasConcept C121332964 @default.
- W2920915549 hasConcept C136229726 @default.
- W2920915549 hasConcept C146849305 @default.
- W2920915549 hasConcept C153180895 @default.
- W2920915549 hasConcept C154945302 @default.
- W2920915549 hasConcept C173163844 @default.
- W2920915549 hasConcept C174576160 @default.
- W2920915549 hasConcept C2780226545 @default.
- W2920915549 hasConcept C41008148 @default.
- W2920915549 hasConcept C54932901 @default.
- W2920915549 hasConcept C58471807 @default.
- W2920915549 hasConcept C71924100 @default.
- W2920915549 hasConcept C81363708 @default.
- W2920915549 hasConceptScore W2920915549C11413529 @default.
- W2920915549 hasConceptScore W2920915549C119857082 @default.
- W2920915549 hasConceptScore W2920915549C120665830 @default.
- W2920915549 hasConceptScore W2920915549C121332964 @default.
- W2920915549 hasConceptScore W2920915549C136229726 @default.
- W2920915549 hasConceptScore W2920915549C146849305 @default.
- W2920915549 hasConceptScore W2920915549C153180895 @default.
- W2920915549 hasConceptScore W2920915549C154945302 @default.
- W2920915549 hasConceptScore W2920915549C173163844 @default.
- W2920915549 hasConceptScore W2920915549C174576160 @default.
- W2920915549 hasConceptScore W2920915549C2780226545 @default.
- W2920915549 hasConceptScore W2920915549C41008148 @default.
- W2920915549 hasConceptScore W2920915549C54932901 @default.
- W2920915549 hasConceptScore W2920915549C58471807 @default.
- W2920915549 hasConceptScore W2920915549C71924100 @default.
- W2920915549 hasConceptScore W2920915549C81363708 @default.
- W2920915549 hasLocation W29209155491 @default.
- W2920915549 hasOpenAccess W2920915549 @default.
- W2920915549 hasPrimaryLocation W29209155491 @default.
- W2920915549 hasRelatedWork W1966028303 @default.
- W2920915549 hasRelatedWork W2010380423 @default.
- W2920915549 hasRelatedWork W2057836452 @default.
- W2920915549 hasRelatedWork W2748454020 @default.
- W2920915549 hasRelatedWork W2767651786 @default.
- W2920915549 hasRelatedWork W2912288872 @default.
- W2920915549 hasRelatedWork W2918606414 @default.
- W2920915549 hasRelatedWork W3019485808 @default.
- W2920915549 hasRelatedWork W3138503328 @default.
- W2920915549 hasRelatedWork W564581980 @default.
- W2920915549 isParatext "false" @default.
- W2920915549 isRetracted "false" @default.
- W2920915549 magId "2920915549" @default.
- W2920915549 workType "article" @default.