Matches in SemOpenAlex for { <https://semopenalex.org/work/W2788703804> ?p ?o ?g. }
- W2788703804 endingPage "430" @default.
- W2788703804 startingPage "430" @default.
- W2788703804 abstract "Hyperspectral imaging (HSI) allows for the acquisition of large numbers of spectral bands throughout the electromagnetic spectrum (within and beyond the visual range) with respect to the surface of scenes captured by sensors. Using this information and a set of complex classification algorithms, it is possible to determine which material or substance is located in each pixel. The work presented in this paper aims to exploit the characteristics of HSI to develop a demonstrator capable of delineating tumor tissue from brain tissue during neurosurgical operations. Improved delineation of tumor boundaries is expected to improve the results of surgery. The developed demonstrator is composed of two hyperspectral cameras covering a spectral range of 400–1700 nm. Furthermore, a hardware accelerator connected to a control unit is used to speed up the hyperspectral brain cancer detection algorithm to achieve processing during the time of surgery. A labeled dataset comprised of more than 300,000 spectral signatures is used as the training dataset for the supervised stage of the classification algorithm. In this preliminary study, thematic maps obtained from a validation database of seven hyperspectral images of in vivo brain tissue captured and processed during neurosurgical operations demonstrate that the system is able to discriminate between normal and tumor tissue in the brain. The results can be provided during the surgical procedure (~1 min), making it a practical system for neurosurgeons to use in the near future to improve excision and potentially improve patient outcomes." @default.
- W2788703804 created "2018-03-06" @default.
- W2788703804 creator A5003170052 @default.
- W2788703804 creator A5005244496 @default.
- W2788703804 creator A5013980644 @default.
- W2788703804 creator A5017710972 @default.
- W2788703804 creator A5026718357 @default.
- W2788703804 creator A5028744426 @default.
- W2788703804 creator A5042656972 @default.
- W2788703804 creator A5045090259 @default.
- W2788703804 creator A5047871791 @default.
- W2788703804 creator A5053049147 @default.
- W2788703804 creator A5055706093 @default.
- W2788703804 creator A5058905474 @default.
- W2788703804 creator A5064256426 @default.
- W2788703804 creator A5066934592 @default.
- W2788703804 creator A5068035934 @default.
- W2788703804 creator A5071519130 @default.
- W2788703804 creator A5073876341 @default.
- W2788703804 creator A5074939856 @default.
- W2788703804 creator A5078232815 @default.
- W2788703804 creator A5083420110 @default.
- W2788703804 creator A5084293094 @default.
- W2788703804 creator A5085036036 @default.
- W2788703804 date "2018-02-01" @default.
- W2788703804 modified "2023-10-10" @default.
- W2788703804 title "An Intraoperative Visualization System Using Hyperspectral Imaging to Aid in Brain Tumor Delineation" @default.
- W2788703804 cites W1819983349 @default.
- W2788703804 cites W1975206112 @default.
- W2788703804 cites W1982644157 @default.
- W2788703804 cites W1988386267 @default.
- W2788703804 cites W2001807402 @default.
- W2788703804 cites W2030104143 @default.
- W2788703804 cites W2031132062 @default.
- W2788703804 cites W2032113940 @default.
- W2788703804 cites W2041491651 @default.
- W2788703804 cites W2052748221 @default.
- W2788703804 cites W2059467159 @default.
- W2788703804 cites W2060200379 @default.
- W2788703804 cites W2068431567 @default.
- W2788703804 cites W2070807149 @default.
- W2788703804 cites W2080916144 @default.
- W2788703804 cites W2082449025 @default.
- W2788703804 cites W2083893771 @default.
- W2788703804 cites W2087080155 @default.
- W2788703804 cites W2087178255 @default.
- W2788703804 cites W2094304765 @default.
- W2788703804 cites W2103085903 @default.
- W2788703804 cites W2117133881 @default.
- W2788703804 cites W2119681632 @default.
- W2788703804 cites W2125372543 @default.
- W2788703804 cites W2136771158 @default.
- W2788703804 cites W2141570482 @default.
- W2788703804 cites W2144223474 @default.
- W2788703804 cites W2168444508 @default.
- W2788703804 cites W2171224700 @default.
- W2788703804 cites W2205594985 @default.
- W2788703804 cites W2232117950 @default.
- W2788703804 cites W2366536035 @default.
- W2788703804 cites W2511599553 @default.
- W2788703804 cites W2513067461 @default.
- W2788703804 cites W2563110652 @default.
- W2788703804 cites W2612208308 @default.
- W2788703804 cites W2746400682 @default.
- W2788703804 cites W40978222 @default.
- W2788703804 cites W4234549270 @default.
- W2788703804 doi "https://doi.org/10.3390/s18020430" @default.
- W2788703804 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5856119" @default.
- W2788703804 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/29389893" @default.
- W2788703804 hasPublicationYear "2018" @default.
- W2788703804 type Work @default.
- W2788703804 sameAs 2788703804 @default.
- W2788703804 citedByCount "79" @default.
- W2788703804 countsByYear W27887038042018 @default.
- W2788703804 countsByYear W27887038042019 @default.
- W2788703804 countsByYear W27887038042020 @default.
- W2788703804 countsByYear W27887038042021 @default.
- W2788703804 countsByYear W27887038042022 @default.
- W2788703804 countsByYear W27887038042023 @default.
- W2788703804 crossrefType "journal-article" @default.
- W2788703804 hasAuthorship W2788703804A5003170052 @default.
- W2788703804 hasAuthorship W2788703804A5005244496 @default.
- W2788703804 hasAuthorship W2788703804A5013980644 @default.
- W2788703804 hasAuthorship W2788703804A5017710972 @default.
- W2788703804 hasAuthorship W2788703804A5026718357 @default.
- W2788703804 hasAuthorship W2788703804A5028744426 @default.
- W2788703804 hasAuthorship W2788703804A5042656972 @default.
- W2788703804 hasAuthorship W2788703804A5045090259 @default.
- W2788703804 hasAuthorship W2788703804A5047871791 @default.
- W2788703804 hasAuthorship W2788703804A5053049147 @default.
- W2788703804 hasAuthorship W2788703804A5055706093 @default.
- W2788703804 hasAuthorship W2788703804A5058905474 @default.
- W2788703804 hasAuthorship W2788703804A5064256426 @default.
- W2788703804 hasAuthorship W2788703804A5066934592 @default.
- W2788703804 hasAuthorship W2788703804A5068035934 @default.
- W2788703804 hasAuthorship W2788703804A5071519130 @default.
- W2788703804 hasAuthorship W2788703804A5073876341 @default.
- W2788703804 hasAuthorship W2788703804A5074939856 @default.