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ImageIQ Inc image analysis software
Image Analysis Software, supplied by ImageIQ 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/product/automated+image+analysis+algorithm/automated+and+customized+algorithms+scripts+for+batch+analysis/pmc04262395-44-12-7
Average 90 stars, based on 1 article reviews
image analysis software - by Bioz Stars, 2026-10
90/100 stars

Images

Related Articles

Staining:

Article Title: Anterior chamber inflammation grading methods: A critical review.
Article Snippet: Assessing anterior chamber (AC) inflammation is highly subjective and challenging.. Although various grading systems attempt to offer objectivity and standardization, the clinical assessment has high interobserver variability.. Traditional techniques, such as laser flare meter and fluorophotometry, are not widely used since they are time-consuming.

Article Title: Targeted Inhibition of Gut Microbial Trimethylamine N-Oxide Production Reduces Renal Tubulointerstitial Fibrosis and Functional Impairment in a Murine Model of Chronic Kidney Disease
Article Snippet: Quantitative morphometric analysis was performed as previously described.1 Briefly, collagen volume was determined on cortical fields (at least 10 from each animal) lacking major blood vessels using automated (for batch analysis) and customized algorithms/scripts (ImageIQ Inc, Cleveland, OH) written for Image Pro Plus 7.0.

Article Title: Novel Model of Oxalate Diet-Induced Chronic Kidney Disease in Dahl-Salt-Sensitive Rats.
Article Snippet: Quantitative morphometric analysis was performed using automated and customized algorithms/scripts for batch analysis (ImageIQ Inc., Cleveland, OH, USA) written for Image Pro Plus 7.0, as our team has previously described in detail [55–58].

Article Title: Novel Model of Oxalate Diet-Induced Chronic Kidney Disease in Dahl-Salt-Sensitive Rats
Article Snippet: Quantitative morphometric analysis was performed using automated and customized algorithms/scripts for batch analysis (ImageIQ Inc., Cleveland, OH, USA) written for Image Pro Plus 7.0, as our team has previously described in detail [ , , , ].

Article Title: Cardioprotective Role for Paraoxonase-1 in Chronic Kidney Disease
Article Snippet: Quantitative analysis was then conducted using an automated and customized algorithm/script for batch analysis (ImageIQ Inc., Cleveland, OH, USA), as described in detail in [ ].

Article Title: Cardioprotective Role for Paraoxonase-1 in Chronic Kidney Disease.
Article Snippet: Quantitative analysis was then conducted using an automated and customized algorithm/script for batch analysis (ImageIQ Inc., Cleveland, OH, USA), as described in detail in [8].

Article Title: Decitabine- and 5-azacytidine resistance emerges from adaptive responses of the pyrimidine metabolism network
Article Snippet: Serial bone marrow biopsies from the same patient, before and during therapy with decitabine or 5-azacytidine, were cut onto the same glass slide and stained simultaneously to facilitate time-course comparison of DNMT1 protein quantified by immunohistochemistry and ImageIQ imaging/software (39 serial bone marrow samples from 13 patients, median treatment duration 372 days, range 170–1391) (Fig. ).

Article Title: Paraoxonase-1 Regulation of Renal Inflammation and Fibrosis in Chronic Kidney Disease.
Article Snippet: Quantitative morphometric analysis was performed using automated and customized algorithms/scripts for batch analysis (ImageIQ Inc., Cleveland, OH, USA) written for Image Pro Plus 7.0, as we have described in detail.

Comparison:

Article Title: Anterior chamber inflammation grading methods: A critical review.
Article Snippet: Assessing anterior chamber (AC) inflammation is highly subjective and challenging.. Although various grading systems attempt to offer objectivity and standardization, the clinical assessment has high interobserver variability.. Traditional techniques, such as laser flare meter and fluorophotometry, are not widely used since they are time-consuming.

Article Title: Targeted Inhibition of Gut Microbial Trimethylamine N-Oxide Production Reduces Renal Tubulointerstitial Fibrosis and Functional Impairment in a Murine Model of Chronic Kidney Disease
Article Snippet: Quantitative morphometric analysis was performed as previously described.1 Briefly, collagen volume was determined on cortical fields (at least 10 from each animal) lacking major blood vessels using automated (for batch analysis) and customized algorithms/scripts (ImageIQ Inc, Cleveland, OH) written for Image Pro Plus 7.0.

Article Title: Novel Model of Oxalate Diet-Induced Chronic Kidney Disease in Dahl-Salt-Sensitive Rats.
Article Snippet: Quantitative morphometric analysis was performed using automated and customized algorithms/scripts for batch analysis (ImageIQ Inc., Cleveland, OH, USA) written for Image Pro Plus 7.0, as our team has previously described in detail [55–58].

Article Title: Novel Model of Oxalate Diet-Induced Chronic Kidney Disease in Dahl-Salt-Sensitive Rats
Article Snippet: Quantitative morphometric analysis was performed using automated and customized algorithms/scripts for batch analysis (ImageIQ Inc., Cleveland, OH, USA) written for Image Pro Plus 7.0, as our team has previously described in detail [ , , , ].

Article Title: Cardioprotective Role for Paraoxonase-1 in Chronic Kidney Disease
Article Snippet: Quantitative analysis was then conducted using an automated and customized algorithm/script for batch analysis (ImageIQ Inc., Cleveland, OH, USA), as described in detail in [ ].

Article Title: Cardioprotective Role for Paraoxonase-1 in Chronic Kidney Disease.
Article Snippet: Quantitative analysis was then conducted using an automated and customized algorithm/script for batch analysis (ImageIQ Inc., Cleveland, OH, USA), as described in detail in [8].

Article Title: Decitabine- and 5-azacytidine resistance emerges from adaptive responses of the pyrimidine metabolism network
Article Snippet: Serial bone marrow biopsies from the same patient, before and during therapy with decitabine or 5-azacytidine, were cut onto the same glass slide and stained simultaneously to facilitate time-course comparison of DNMT1 protein quantified by immunohistochemistry and ImageIQ imaging/software (39 serial bone marrow samples from 13 patients, median treatment duration 372 days, range 170–1391) (Fig. ).

Article Title: Paraoxonase-1 Regulation of Renal Inflammation and Fibrosis in Chronic Kidney Disease.
Article Snippet: Quantitative morphometric analysis was performed using automated and customized algorithms/scripts for batch analysis (ImageIQ Inc., Cleveland, OH, USA) written for Image Pro Plus 7.0, as we have described in detail.

Immunohistochemistry:

Article Title: Anterior chamber inflammation grading methods: A critical review.
Article Snippet: Assessing anterior chamber (AC) inflammation is highly subjective and challenging.. Although various grading systems attempt to offer objectivity and standardization, the clinical assessment has high interobserver variability.. Traditional techniques, such as laser flare meter and fluorophotometry, are not widely used since they are time-consuming.

Article Title: Targeted Inhibition of Gut Microbial Trimethylamine N-Oxide Production Reduces Renal Tubulointerstitial Fibrosis and Functional Impairment in a Murine Model of Chronic Kidney Disease
Article Snippet: Quantitative morphometric analysis was performed as previously described.1 Briefly, collagen volume was determined on cortical fields (at least 10 from each animal) lacking major blood vessels using automated (for batch analysis) and customized algorithms/scripts (ImageIQ Inc, Cleveland, OH) written for Image Pro Plus 7.0.

Article Title: Novel Model of Oxalate Diet-Induced Chronic Kidney Disease in Dahl-Salt-Sensitive Rats.
Article Snippet: Quantitative morphometric analysis was performed using automated and customized algorithms/scripts for batch analysis (ImageIQ Inc., Cleveland, OH, USA) written for Image Pro Plus 7.0, as our team has previously described in detail [55–58].

Article Title: Novel Model of Oxalate Diet-Induced Chronic Kidney Disease in Dahl-Salt-Sensitive Rats
Article Snippet: Quantitative morphometric analysis was performed using automated and customized algorithms/scripts for batch analysis (ImageIQ Inc., Cleveland, OH, USA) written for Image Pro Plus 7.0, as our team has previously described in detail [ , , , ].

Article Title: Cardioprotective Role for Paraoxonase-1 in Chronic Kidney Disease
Article Snippet: Quantitative analysis was then conducted using an automated and customized algorithm/script for batch analysis (ImageIQ Inc., Cleveland, OH, USA), as described in detail in [ ].

Article Title: Cardioprotective Role for Paraoxonase-1 in Chronic Kidney Disease.
Article Snippet: Quantitative analysis was then conducted using an automated and customized algorithm/script for batch analysis (ImageIQ Inc., Cleveland, OH, USA), as described in detail in [8].

Article Title: Decitabine- and 5-azacytidine resistance emerges from adaptive responses of the pyrimidine metabolism network
Article Snippet: Serial bone marrow biopsies from the same patient, before and during therapy with decitabine or 5-azacytidine, were cut onto the same glass slide and stained simultaneously to facilitate time-course comparison of DNMT1 protein quantified by immunohistochemistry and ImageIQ imaging/software (39 serial bone marrow samples from 13 patients, median treatment duration 372 days, range 170–1391) (Fig. ).

Article Title: Paraoxonase-1 Regulation of Renal Inflammation and Fibrosis in Chronic Kidney Disease.
Article Snippet: Quantitative morphometric analysis was performed using automated and customized algorithms/scripts for batch analysis (ImageIQ Inc., Cleveland, OH, USA) written for Image Pro Plus 7.0, as we have described in detail.

Imaging:

Article Title: Anterior chamber inflammation grading methods: A critical review.
Article Snippet: Assessing anterior chamber (AC) inflammation is highly subjective and challenging.. Although various grading systems attempt to offer objectivity and standardization, the clinical assessment has high interobserver variability.. Traditional techniques, such as laser flare meter and fluorophotometry, are not widely used since they are time-consuming.

Article Title: Targeted Inhibition of Gut Microbial Trimethylamine N-Oxide Production Reduces Renal Tubulointerstitial Fibrosis and Functional Impairment in a Murine Model of Chronic Kidney Disease
Article Snippet: Quantitative morphometric analysis was performed as previously described.1 Briefly, collagen volume was determined on cortical fields (at least 10 from each animal) lacking major blood vessels using automated (for batch analysis) and customized algorithms/scripts (ImageIQ Inc, Cleveland, OH) written for Image Pro Plus 7.0.

Article Title: Novel Model of Oxalate Diet-Induced Chronic Kidney Disease in Dahl-Salt-Sensitive Rats.
Article Snippet: Quantitative morphometric analysis was performed using automated and customized algorithms/scripts for batch analysis (ImageIQ Inc., Cleveland, OH, USA) written for Image Pro Plus 7.0, as our team has previously described in detail [55–58].

Article Title: Novel Model of Oxalate Diet-Induced Chronic Kidney Disease in Dahl-Salt-Sensitive Rats
Article Snippet: Quantitative morphometric analysis was performed using automated and customized algorithms/scripts for batch analysis (ImageIQ Inc., Cleveland, OH, USA) written for Image Pro Plus 7.0, as our team has previously described in detail [ , , , ].

Article Title: Cardioprotective Role for Paraoxonase-1 in Chronic Kidney Disease
Article Snippet: Quantitative analysis was then conducted using an automated and customized algorithm/script for batch analysis (ImageIQ Inc., Cleveland, OH, USA), as described in detail in [ ].

Article Title: Cardioprotective Role for Paraoxonase-1 in Chronic Kidney Disease.
Article Snippet: Quantitative analysis was then conducted using an automated and customized algorithm/script for batch analysis (ImageIQ Inc., Cleveland, OH, USA), as described in detail in [8].

Article Title: Decitabine- and 5-azacytidine resistance emerges from adaptive responses of the pyrimidine metabolism network
Article Snippet: Serial bone marrow biopsies from the same patient, before and during therapy with decitabine or 5-azacytidine, were cut onto the same glass slide and stained simultaneously to facilitate time-course comparison of DNMT1 protein quantified by immunohistochemistry and ImageIQ imaging/software (39 serial bone marrow samples from 13 patients, median treatment duration 372 days, range 170–1391) (Fig. ).

Article Title: Paraoxonase-1 Regulation of Renal Inflammation and Fibrosis in Chronic Kidney Disease.
Article Snippet: Quantitative morphometric analysis was performed using automated and customized algorithms/scripts for batch analysis (ImageIQ Inc., Cleveland, OH, USA) written for Image Pro Plus 7.0, as we have described in detail.



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Image Search Results


Automated workflow of ER IHC digital imaging analysis (DIA) using Visiopharm coupled with whole slide images (WSI) in the Philips Image Management System (IMS). (A) Downloading case metadata for 1 ER IHC slide in Philips Imaging Managing System. (B) Streaming whole slide image of ER IHC slide by opening its metadata file in Visiopharm. (C) Selecting tumor detection and ER digital imaging analysis algorithms in Visiopharm app center. (D) Analyzing ER results using automated ER digital imaging analsysis algorithm.

Journal: Journal of Pathology Informatics

Article Title: Integrating and validating automated digital imaging analysis of estrogen receptor immunohistochemistry in a fully digital workflow for clinical use

doi: 10.1016/j.jpi.2022.100122

Figure Lengend Snippet: Automated workflow of ER IHC digital imaging analysis (DIA) using Visiopharm coupled with whole slide images (WSI) in the Philips Image Management System (IMS). (A) Downloading case metadata for 1 ER IHC slide in Philips Imaging Managing System. (B) Streaming whole slide image of ER IHC slide by opening its metadata file in Visiopharm. (C) Selecting tumor detection and ER digital imaging analysis algorithms in Visiopharm app center. (D) Analyzing ER results using automated ER digital imaging analsysis algorithm.

Article Snippet: The Visiopharm automated estrogen receptor (ER) digital imaging analysis (DIA) algorithm assesses digitized ER immunohistochemistry (IHC) by segmenting tumor nuclei and detecting stained nuclei automatically.

Techniques: Imaging

Comparison between original reads of estrogen receptor immunohistochemistry positivity with digital imaging analysis’ reads and pathologists’ reads.

Journal: Journal of Pathology Informatics

Article Title: Integrating and validating automated digital imaging analysis of estrogen receptor immunohistochemistry in a fully digital workflow for clinical use

doi: 10.1016/j.jpi.2022.100122

Figure Lengend Snippet: Comparison between original reads of estrogen receptor immunohistochemistry positivity with digital imaging analysis’ reads and pathologists’ reads.

Article Snippet: The Visiopharm automated estrogen receptor (ER) digital imaging analysis (DIA) algorithm assesses digitized ER immunohistochemistry (IHC) by segmenting tumor nuclei and detecting stained nuclei automatically.

Techniques: Comparison, Immunohistochemistry, Imaging

Six cases with discordant estrogen receptor results between digital imaging analysis and original reads.

Journal: Journal of Pathology Informatics

Article Title: Integrating and validating automated digital imaging analysis of estrogen receptor immunohistochemistry in a fully digital workflow for clinical use

doi: 10.1016/j.jpi.2022.100122

Figure Lengend Snippet: Six cases with discordant estrogen receptor results between digital imaging analysis and original reads.

Article Snippet: The Visiopharm automated estrogen receptor (ER) digital imaging analysis (DIA) algorithm assesses digitized ER immunohistochemistry (IHC) by segmenting tumor nuclei and detecting stained nuclei automatically.

Techniques: Imaging, Staining

Digital pathology imaging and measurement of lymph node stroma in HL and NHL. Slides of hematoxilin-eosin (HE, representative cases in Panel ( A )) or Mallory trichrome staining (representative cases in Panel ( B )) from LN sections of patients with HL ( n = 11), FL1-2 ( n = 6), FL3A ( n = 8), DLBCL ( n = 6), compared with 9 LDN, were subjected to Digital Pathology Imaging. Panel ( C ). HE sections were analyzed with the Genie software (right images in Panel ( A )) and the percentage area of stromal compartment per slide was calculated, adjusted to total tissue area in the image analyzed. Data are expressed as a percentage of green pseudocolor (stromal) areas and are the mean ± SEM of the indicated number of cases for each histological type. * p < 0.05 vs. LDN, FL1-2 and FL3A. Panel ( D ): digital images of Mallory trichrome stained sections were analyzed with an automated image analysis algorithm for color deconvolution (right images in Panel ( B )) and collagen areas quantified by the Image Scope software. Data are expressed as percentage of blue (collagen) areas and are the mean ± SEM of the indicated number of cases for each histological type. * p < 0.005 vs. LDN, FL1-2 and FL3A.

Journal: Cancers

Article Title: Lysyl-Oxidase Dependent Extracellular Matrix Stiffness in Hodgkin Lymphomas: Mechanical and Topographical Evidence

doi: 10.3390/cancers14010259

Figure Lengend Snippet: Digital pathology imaging and measurement of lymph node stroma in HL and NHL. Slides of hematoxilin-eosin (HE, representative cases in Panel ( A )) or Mallory trichrome staining (representative cases in Panel ( B )) from LN sections of patients with HL ( n = 11), FL1-2 ( n = 6), FL3A ( n = 8), DLBCL ( n = 6), compared with 9 LDN, were subjected to Digital Pathology Imaging. Panel ( C ). HE sections were analyzed with the Genie software (right images in Panel ( A )) and the percentage area of stromal compartment per slide was calculated, adjusted to total tissue area in the image analyzed. Data are expressed as a percentage of green pseudocolor (stromal) areas and are the mean ± SEM of the indicated number of cases for each histological type. * p < 0.05 vs. LDN, FL1-2 and FL3A. Panel ( D ): digital images of Mallory trichrome stained sections were analyzed with an automated image analysis algorithm for color deconvolution (right images in Panel ( B )) and collagen areas quantified by the Image Scope software. Data are expressed as percentage of blue (collagen) areas and are the mean ± SEM of the indicated number of cases for each histological type. * p < 0.005 vs. LDN, FL1-2 and FL3A.

Article Snippet: Layers of each virtual slide annotation were created manually, selecting the whole area, and analyzed with the automated image analysis algorithm color deconvolution (Aperio software version 9.1, Aperio Technologies, Nussloch GmbH, Wetzlar, Germany).

Techniques: Imaging, Staining, Software