<HashMap><database>biostudies-literature</database><scores/><additional><submitter>Gnyawali SC</submitter><funding>NINR NIH HHS</funding><funding>NINDS NIH HHS</funding><funding>NIGMS NIH HHS</funding><pagination>41048</pagination><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC5247692</full_dataset_link><repository>biostudies-literature</repository><omics_type>Unknown</omics_type><volume>7</volume><pubmed_abstract>Cutaneous microvasculopathy complicates wound healing. Functional assessment of gated individual dermal microvessels is therefore of outstanding interest. Functional performance of laser speckle contrast imaging (LSCI) systems is compromised by motion artefacts. To address such weakness, post-processing of stacked images is reported. We report the first post-processing of binary raw data from a high-resolution LSCI camera. Sharp images of low-flowing microvessels were enabled by introducing inverse variance in conjunction with speckle contrast in Matlab-based program code. Extended moving window averaging enhanced signal-to-noise ratio. Functional quantitative study of blood flow kinetics was performed on single gated microvessels using a free hand tool. Based on detection of flow in low-f</pubmed_abstract><journal>Scientific reports</journal><pubmed_title>Retooling Laser Speckle Contrast Analysis Algorithm to Enhance Non-Invasive High Resolution Laser Speckle Functional Imaging of Cutaneous Microcirculation.</pubmed_title><pmcid>PMC5247692</pmcid><funding_grant_id>R01 GM077185</funding_grant_id><funding_grant_id>R01 NR015676</funding_grant_id><funding_grant_id>R01 GM108014</funding_grant_id><funding_grant_id>R01 NS085272</funding_grant_id><pubmed_authors>Ghatak S</pubmed_authors><pubmed_authors>Blum K</pubmed_authors><pubmed_authors>Khanna S</pubmed_authors><pubmed_authors>Roy S</pubmed_authors><pubmed_authors>Sen CK</pubmed_authors><pubmed_authors>Pal D</pubmed_authors><pubmed_authors>Gnyawali SC</pubmed_authors></additional><is_claimable>false</is_claimable><name>Retooling Laser Speckle Contrast Analysis Algorithm to Enhance Non-Invasive High Resolution Laser Speckle Functional Imaging of Cutaneous Microcirculation.</name><description>Cutaneous microvasculopathy complicates wound healing. Functional assessment of gated individual dermal microvessels is therefore of outstanding interest. Functional performance of laser speckle contrast imaging (LSCI) systems is compromised by motion artefacts. To address such weakness, post-processing of stacked images is reported. We report the first post-processing of binary raw data from a high-resolution LSCI camera. Sharp images of low-flowing microvessels were enabled by introducing inverse variance in conjunction with speckle contrast in Matlab-based program code. Extended moving window averaging enhanced signal-to-noise ratio. Functional quantitative study of blood flow kinetics was performed on single gated microvessels using a free hand tool. Based on detection of flow in low-f</description><dates><release>2017-01-01T00:00:00Z</release><publication>2017 Jan</publication><modification>2025-04-04T08:44:04.294Z</modification><creation>2019-03-27T02:34:32Z</creation></dates><accession>S-EPMC5247692</accession><cross_references><pubmed>28106129</pubmed><doi>10.1038/srep41048</doi></cross_references></HashMap>