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Quantification of heterogeneity observed in medical images

    https://pubmed.ncbi.nlm.nih.gov/23453000/
    We find that the automated heterogeneity rankings agree very closely with those performed visually by experts. Conclusions: These results indicate that our …

Quantification of heterogeneity observed in medical images

    https://bmcmedimaging.biomedcentral.com/articles/10.1186/1471-2342-13-7
    Background. There has been much recent interest in the quantification of visually evident heterogeneity within functional grayscale medical images, such as …

Quantification of heterogeneity observed in medical …

    https://digitalcommons.wustl.edu/cgi/viewcontent.cgi?article=2515&context=open_access_pubs
    heterogeneity, tumorimages whetherornotobject shapeisconsidered tocontributetothatheterogeneity. Automated heterogeneity rankingyields objective …

Quantification of heterogeneity observed in medical images

    https://experts.illinois.edu/en/publications/quantification-of-heterogeneity-observed-in-medical-images
    We show how this statistic may be used to automatically rank images of in vivo human tumors in order of increasing heterogeneity. We test this method against the current …

Quantification of heterogeneity observed in medical images.

    https://europepmc.org/articles/PMC3682890
    There has been much recent interest in the quantification of visually evident heterogeneity within functional grayscale medical images, such as those obtained via …

Quantification of heterogeneity observed in medical images

    https://www.researchgate.net/publication/235774091_Quantification_of_heterogeneity_observed_in_medical_images
    Total liver perfusion heterogeneity was quantified using an in-house MATLAB (MathWorks, Natick, MA) program based on a previously developed algorithm. 17 For this work, the algorithm quantified...

Quantification of heterogeneity observed in medical images

    https://www.semanticscholar.org/paper/Quantification-of-heterogeneity-observed-in-medical-Brooks-Grigsby/68b896be3e7c01f1cdd089c1ebbb477dd4ca445e
    We show how this statistic may be used to automatically rank images of in vivo human tumors in order of increasing heterogeneity. We test this method against the …

Quantification of heterogeneity observed in medical images

    https://www.osti.gov/etdeweb/biblio/22386919
    Made available by U.S. Department of Energy Office of Scientific and Technical Information ...

Quantification of heterogeneity observed in medical images

    https://digitalcommons.wustl.edu/open_access_pubs/1509/
    Quantification of heterogeneity observed in medical images Frank J. Brooks, Washington University School of Medicine in St. Louis Perry W. Grigsby, Washington …

Quantification of heterogeneity as a biomarker in tumor …

    https://pubmed.ncbi.nlm.nih.gov/25330171/
    Conclusions: In a research setting, heterogeneity quantification methods can differentiate between tumor types, grade tumors, and predict outcome and monitor …



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