singular value decomposition and principal component analysis Search Results


singular value decomposition  (Landauer Inc)
90
Landauer Inc singular value decomposition
Singular Value Decomposition, supplied by Landauer Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/singular value decomposition/product/Landauer Inc
Average 90 stars, based on 1 article reviews
singular value decomposition - by Bioz Stars, 2026-03
90/100 stars
  Buy from Supplier
singular value decomposition  (MathWorks Inc)
90
MathWorks Inc singular value decomposition
Singular Value Decomposition, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/singular value decomposition/product/MathWorks Inc
Average 90 stars, based on 1 article reviews
singular value decomposition - by Bioz Stars, 2026-03
90/100 stars
  Buy from Supplier
singular value decomposition (svd) filter  (MathWorks Inc)
90
MathWorks Inc singular value decomposition (svd) filter
( A ) Optical absorbance spectra of the 10-μm-diameter microrobots coated with 50-nm layer of Au and 120-nm layer of Ni versus the microrobots additionally coated with Lipo-ICG. The latter generally exhibited higher optical absorption in the 600- to 820-nm wavelength range while further having a distinct peak at 780 nm, corresponding to the peak extinction of ICG. The bottom graph shows the excess of optical absorption contributed by Lipo-ICG coating in relation to pure Au/Ni coating. a.u., arbitray units. ( B ) Schematic drawing of the OAT imaging setup to perform single particle imaging. A phantom consisting of individual immobilized microrobots was uniformly illuminated from above with the generated optoacoustic signals captured by a spherical matrix array transducer. ( C ) Representative OAT and wide-field microscopy images of 20-, 10-, and 5-μm microrobots. The OAT image intensity is proportional to the size of the robots. However, because of the effective 150-μm resolution of the OAT imaging system, they appear much larger in the OAT reconstructions as compared to microscopic images. The scale bars refer to both the microscopy and OAT images. ( D ) For contrast-to-noise ratio (CNR) characterization with and without the presence of blood, a <t>singular</t> <t>value</t> <t>decomposition</t> <t>(SVD)</t> filter was applied to the raw data to render the background noise levels. It is shown that bloodless samples exhibit much lower background noise. ( E ) The estimated CNR in the 600- to 870-nm range for the two types of microrobots in the presence/absence of blood. Overall, the Lipo-ICG–coated microrobots exhibit slightly higher CNR than their counterparts only coated with Ni and Au. The CNR remains proportional to the microrobot size. Furthermore, the CNR is strongly diminished in the presence of blood.
Singular Value Decomposition (Svd) Filter, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/singular value decomposition (svd) filter/product/MathWorks Inc
Average 90 stars, based on 1 article reviews
singular value decomposition (svd) filter - by Bioz Stars, 2026-03
90/100 stars
  Buy from Supplier
singular value decomposition (svd)  (MathWorks Inc)
90
MathWorks Inc singular value decomposition (svd)
( A ) Optical absorbance spectra of the 10-μm-diameter microrobots coated with 50-nm layer of Au and 120-nm layer of Ni versus the microrobots additionally coated with Lipo-ICG. The latter generally exhibited higher optical absorption in the 600- to 820-nm wavelength range while further having a distinct peak at 780 nm, corresponding to the peak extinction of ICG. The bottom graph shows the excess of optical absorption contributed by Lipo-ICG coating in relation to pure Au/Ni coating. a.u., arbitray units. ( B ) Schematic drawing of the OAT imaging setup to perform single particle imaging. A phantom consisting of individual immobilized microrobots was uniformly illuminated from above with the generated optoacoustic signals captured by a spherical matrix array transducer. ( C ) Representative OAT and wide-field microscopy images of 20-, 10-, and 5-μm microrobots. The OAT image intensity is proportional to the size of the robots. However, because of the effective 150-μm resolution of the OAT imaging system, they appear much larger in the OAT reconstructions as compared to microscopic images. The scale bars refer to both the microscopy and OAT images. ( D ) For contrast-to-noise ratio (CNR) characterization with and without the presence of blood, a <t>singular</t> <t>value</t> <t>decomposition</t> <t>(SVD)</t> filter was applied to the raw data to render the background noise levels. It is shown that bloodless samples exhibit much lower background noise. ( E ) The estimated CNR in the 600- to 870-nm range for the two types of microrobots in the presence/absence of blood. Overall, the Lipo-ICG–coated microrobots exhibit slightly higher CNR than their counterparts only coated with Ni and Au. The CNR remains proportional to the microrobot size. Furthermore, the CNR is strongly diminished in the presence of blood.
Singular Value Decomposition (Svd), supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/singular value decomposition (svd)/product/MathWorks Inc
Average 90 stars, based on 1 article reviews
singular value decomposition (svd) - by Bioz Stars, 2026-03
90/100 stars
  Buy from Supplier
singular value decomposition algorithm  (MathWorks Inc)
90
MathWorks Inc singular value decomposition algorithm
( A ) Optical absorbance spectra of the 10-μm-diameter microrobots coated with 50-nm layer of Au and 120-nm layer of Ni versus the microrobots additionally coated with Lipo-ICG. The latter generally exhibited higher optical absorption in the 600- to 820-nm wavelength range while further having a distinct peak at 780 nm, corresponding to the peak extinction of ICG. The bottom graph shows the excess of optical absorption contributed by Lipo-ICG coating in relation to pure Au/Ni coating. a.u., arbitray units. ( B ) Schematic drawing of the OAT imaging setup to perform single particle imaging. A phantom consisting of individual immobilized microrobots was uniformly illuminated from above with the generated optoacoustic signals captured by a spherical matrix array transducer. ( C ) Representative OAT and wide-field microscopy images of 20-, 10-, and 5-μm microrobots. The OAT image intensity is proportional to the size of the robots. However, because of the effective 150-μm resolution of the OAT imaging system, they appear much larger in the OAT reconstructions as compared to microscopic images. The scale bars refer to both the microscopy and OAT images. ( D ) For contrast-to-noise ratio (CNR) characterization with and without the presence of blood, a <t>singular</t> <t>value</t> <t>decomposition</t> <t>(SVD)</t> filter was applied to the raw data to render the background noise levels. It is shown that bloodless samples exhibit much lower background noise. ( E ) The estimated CNR in the 600- to 870-nm range for the two types of microrobots in the presence/absence of blood. Overall, the Lipo-ICG–coated microrobots exhibit slightly higher CNR than their counterparts only coated with Ni and Au. The CNR remains proportional to the microrobot size. Furthermore, the CNR is strongly diminished in the presence of blood.
Singular Value Decomposition Algorithm, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/singular value decomposition algorithm/product/MathWorks Inc
Average 90 stars, based on 1 article reviews
singular value decomposition algorithm - by Bioz Stars, 2026-03
90/100 stars
  Buy from Supplier
singular value decomposition  (ANSYS inc)
90
ANSYS inc singular value decomposition
( A ) Optical absorbance spectra of the 10-μm-diameter microrobots coated with 50-nm layer of Au and 120-nm layer of Ni versus the microrobots additionally coated with Lipo-ICG. The latter generally exhibited higher optical absorption in the 600- to 820-nm wavelength range while further having a distinct peak at 780 nm, corresponding to the peak extinction of ICG. The bottom graph shows the excess of optical absorption contributed by Lipo-ICG coating in relation to pure Au/Ni coating. a.u., arbitray units. ( B ) Schematic drawing of the OAT imaging setup to perform single particle imaging. A phantom consisting of individual immobilized microrobots was uniformly illuminated from above with the generated optoacoustic signals captured by a spherical matrix array transducer. ( C ) Representative OAT and wide-field microscopy images of 20-, 10-, and 5-μm microrobots. The OAT image intensity is proportional to the size of the robots. However, because of the effective 150-μm resolution of the OAT imaging system, they appear much larger in the OAT reconstructions as compared to microscopic images. The scale bars refer to both the microscopy and OAT images. ( D ) For contrast-to-noise ratio (CNR) characterization with and without the presence of blood, a <t>singular</t> <t>value</t> <t>decomposition</t> <t>(SVD)</t> filter was applied to the raw data to render the background noise levels. It is shown that bloodless samples exhibit much lower background noise. ( E ) The estimated CNR in the 600- to 870-nm range for the two types of microrobots in the presence/absence of blood. Overall, the Lipo-ICG–coated microrobots exhibit slightly higher CNR than their counterparts only coated with Ni and Au. The CNR remains proportional to the microrobot size. Furthermore, the CNR is strongly diminished in the presence of blood.
Singular Value Decomposition, supplied by ANSYS inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/singular value decomposition/product/ANSYS inc
Average 90 stars, based on 1 article reviews
singular value decomposition - by Bioz Stars, 2026-03
90/100 stars
  Buy from Supplier
singular value decomposition  (Haldrup GmbH)
90
Haldrup GmbH singular value decomposition
( A ) Optical absorbance spectra of the 10-μm-diameter microrobots coated with 50-nm layer of Au and 120-nm layer of Ni versus the microrobots additionally coated with Lipo-ICG. The latter generally exhibited higher optical absorption in the 600- to 820-nm wavelength range while further having a distinct peak at 780 nm, corresponding to the peak extinction of ICG. The bottom graph shows the excess of optical absorption contributed by Lipo-ICG coating in relation to pure Au/Ni coating. a.u., arbitray units. ( B ) Schematic drawing of the OAT imaging setup to perform single particle imaging. A phantom consisting of individual immobilized microrobots was uniformly illuminated from above with the generated optoacoustic signals captured by a spherical matrix array transducer. ( C ) Representative OAT and wide-field microscopy images of 20-, 10-, and 5-μm microrobots. The OAT image intensity is proportional to the size of the robots. However, because of the effective 150-μm resolution of the OAT imaging system, they appear much larger in the OAT reconstructions as compared to microscopic images. The scale bars refer to both the microscopy and OAT images. ( D ) For contrast-to-noise ratio (CNR) characterization with and without the presence of blood, a <t>singular</t> <t>value</t> <t>decomposition</t> <t>(SVD)</t> filter was applied to the raw data to render the background noise levels. It is shown that bloodless samples exhibit much lower background noise. ( E ) The estimated CNR in the 600- to 870-nm range for the two types of microrobots in the presence/absence of blood. Overall, the Lipo-ICG–coated microrobots exhibit slightly higher CNR than their counterparts only coated with Ni and Au. The CNR remains proportional to the microrobot size. Furthermore, the CNR is strongly diminished in the presence of blood.
Singular Value Decomposition, supplied by Haldrup GmbH, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/singular value decomposition/product/Haldrup GmbH
Average 90 stars, based on 1 article reviews
singular value decomposition - by Bioz Stars, 2026-03
90/100 stars
  Buy from Supplier
matlab software  (MathWorks Inc)
90
MathWorks Inc matlab software
( A ) Optical absorbance spectra of the 10-μm-diameter microrobots coated with 50-nm layer of Au and 120-nm layer of Ni versus the microrobots additionally coated with Lipo-ICG. The latter generally exhibited higher optical absorption in the 600- to 820-nm wavelength range while further having a distinct peak at 780 nm, corresponding to the peak extinction of ICG. The bottom graph shows the excess of optical absorption contributed by Lipo-ICG coating in relation to pure Au/Ni coating. a.u., arbitray units. ( B ) Schematic drawing of the OAT imaging setup to perform single particle imaging. A phantom consisting of individual immobilized microrobots was uniformly illuminated from above with the generated optoacoustic signals captured by a spherical matrix array transducer. ( C ) Representative OAT and wide-field microscopy images of 20-, 10-, and 5-μm microrobots. The OAT image intensity is proportional to the size of the robots. However, because of the effective 150-μm resolution of the OAT imaging system, they appear much larger in the OAT reconstructions as compared to microscopic images. The scale bars refer to both the microscopy and OAT images. ( D ) For contrast-to-noise ratio (CNR) characterization with and without the presence of blood, a <t>singular</t> <t>value</t> <t>decomposition</t> <t>(SVD)</t> filter was applied to the raw data to render the background noise levels. It is shown that bloodless samples exhibit much lower background noise. ( E ) The estimated CNR in the 600- to 870-nm range for the two types of microrobots in the presence/absence of blood. Overall, the Lipo-ICG–coated microrobots exhibit slightly higher CNR than their counterparts only coated with Ni and Au. The CNR remains proportional to the microrobot size. Furthermore, the CNR is strongly diminished in the presence of blood.
Matlab Software, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/matlab software/product/MathWorks Inc
Average 90 stars, based on 1 article reviews
matlab software - by Bioz Stars, 2026-03
90/100 stars
  Buy from Supplier
singular value decomposition methods  (MathWorks Inc)
90
MathWorks Inc singular value decomposition methods
( A ) Optical absorbance spectra of the 10-μm-diameter microrobots coated with 50-nm layer of Au and 120-nm layer of Ni versus the microrobots additionally coated with Lipo-ICG. The latter generally exhibited higher optical absorption in the 600- to 820-nm wavelength range while further having a distinct peak at 780 nm, corresponding to the peak extinction of ICG. The bottom graph shows the excess of optical absorption contributed by Lipo-ICG coating in relation to pure Au/Ni coating. a.u., arbitray units. ( B ) Schematic drawing of the OAT imaging setup to perform single particle imaging. A phantom consisting of individual immobilized microrobots was uniformly illuminated from above with the generated optoacoustic signals captured by a spherical matrix array transducer. ( C ) Representative OAT and wide-field microscopy images of 20-, 10-, and 5-μm microrobots. The OAT image intensity is proportional to the size of the robots. However, because of the effective 150-μm resolution of the OAT imaging system, they appear much larger in the OAT reconstructions as compared to microscopic images. The scale bars refer to both the microscopy and OAT images. ( D ) For contrast-to-noise ratio (CNR) characterization with and without the presence of blood, a <t>singular</t> <t>value</t> <t>decomposition</t> <t>(SVD)</t> filter was applied to the raw data to render the background noise levels. It is shown that bloodless samples exhibit much lower background noise. ( E ) The estimated CNR in the 600- to 870-nm range for the two types of microrobots in the presence/absence of blood. Overall, the Lipo-ICG–coated microrobots exhibit slightly higher CNR than their counterparts only coated with Ni and Au. The CNR remains proportional to the microrobot size. Furthermore, the CNR is strongly diminished in the presence of blood.
Singular Value Decomposition Methods, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/singular value decomposition methods/product/MathWorks Inc
Average 90 stars, based on 1 article reviews
singular value decomposition methods - by Bioz Stars, 2026-03
90/100 stars
  Buy from Supplier

Image Search Results


( A ) Optical absorbance spectra of the 10-μm-diameter microrobots coated with 50-nm layer of Au and 120-nm layer of Ni versus the microrobots additionally coated with Lipo-ICG. The latter generally exhibited higher optical absorption in the 600- to 820-nm wavelength range while further having a distinct peak at 780 nm, corresponding to the peak extinction of ICG. The bottom graph shows the excess of optical absorption contributed by Lipo-ICG coating in relation to pure Au/Ni coating. a.u., arbitray units. ( B ) Schematic drawing of the OAT imaging setup to perform single particle imaging. A phantom consisting of individual immobilized microrobots was uniformly illuminated from above with the generated optoacoustic signals captured by a spherical matrix array transducer. ( C ) Representative OAT and wide-field microscopy images of 20-, 10-, and 5-μm microrobots. The OAT image intensity is proportional to the size of the robots. However, because of the effective 150-μm resolution of the OAT imaging system, they appear much larger in the OAT reconstructions as compared to microscopic images. The scale bars refer to both the microscopy and OAT images. ( D ) For contrast-to-noise ratio (CNR) characterization with and without the presence of blood, a singular value decomposition (SVD) filter was applied to the raw data to render the background noise levels. It is shown that bloodless samples exhibit much lower background noise. ( E ) The estimated CNR in the 600- to 870-nm range for the two types of microrobots in the presence/absence of blood. Overall, the Lipo-ICG–coated microrobots exhibit slightly higher CNR than their counterparts only coated with Ni and Au. The CNR remains proportional to the microrobot size. Furthermore, the CNR is strongly diminished in the presence of blood.

Journal: Science Advances

Article Title: Real-time 3D optoacoustic tracking of cell-sized magnetic microrobots circulating in the mouse brain vasculature

doi: 10.1126/sciadv.abm9132

Figure Lengend Snippet: ( A ) Optical absorbance spectra of the 10-μm-diameter microrobots coated with 50-nm layer of Au and 120-nm layer of Ni versus the microrobots additionally coated with Lipo-ICG. The latter generally exhibited higher optical absorption in the 600- to 820-nm wavelength range while further having a distinct peak at 780 nm, corresponding to the peak extinction of ICG. The bottom graph shows the excess of optical absorption contributed by Lipo-ICG coating in relation to pure Au/Ni coating. a.u., arbitray units. ( B ) Schematic drawing of the OAT imaging setup to perform single particle imaging. A phantom consisting of individual immobilized microrobots was uniformly illuminated from above with the generated optoacoustic signals captured by a spherical matrix array transducer. ( C ) Representative OAT and wide-field microscopy images of 20-, 10-, and 5-μm microrobots. The OAT image intensity is proportional to the size of the robots. However, because of the effective 150-μm resolution of the OAT imaging system, they appear much larger in the OAT reconstructions as compared to microscopic images. The scale bars refer to both the microscopy and OAT images. ( D ) For contrast-to-noise ratio (CNR) characterization with and without the presence of blood, a singular value decomposition (SVD) filter was applied to the raw data to render the background noise levels. It is shown that bloodless samples exhibit much lower background noise. ( E ) The estimated CNR in the 600- to 870-nm range for the two types of microrobots in the presence/absence of blood. Overall, the Lipo-ICG–coated microrobots exhibit slightly higher CNR than their counterparts only coated with Ni and Au. The CNR remains proportional to the microrobot size. Furthermore, the CNR is strongly diminished in the presence of blood.

Article Snippet: To accurately determine the actual contrast-to-noise ratio (CNR) of the OAT images of the microrobots, a singular value decomposition (SVD) filter was applied to a sequence of images using a customized MATLAB code.

Techniques: Imaging, Single Particle, Generated, Microscopy