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ai-based quantitative lung texture analysis software  (Imbio LLC)

 
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    Structured Review

    Imbio LLC ai-based quantitative lung texture analysis software
    <t>Lung</t> <t>texture</t> <t>analysis</t> report: The Dicom representative image of each category of pattern. These were chosen based on the predominance of lung parenchymal patterns including hyperlucent, ground glass [GG], reticular, and honeycombing. Imbio LTA provided their regional distribution within three different lung zones [upper, middle, lower] in each lung. The platform provided an image in which each lung pattern was colored differently, allowing the evaluation of disease extent, composition, and location at a glance. Specific images were chosen because of the predominance of one of the patterns in each of them; at the same time, they had other patterns, also showing that all pathologies could coexist in a single case of bronchiectasis, yet have a predominance of a single pattern that may have a bearing on their clinical symptoms.
    Ai Based Quantitative Lung Texture Analysis Software, supplied by Imbio LLC, 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/texture+analysis+software/lung+texture+analysis/pmc11675828-87-22-26
    Average 90 stars, based on 1 article reviews
    ai-based quantitative lung texture analysis software - by Bioz Stars, 2026-09
    90/100 stars

    Images

    1) Product Images from "Artificial Intelligence Unveils the Unseen: Mapping Novel Lung Patterns in Bronchiectasis via Texture Analysis"

    Article Title: Artificial Intelligence Unveils the Unseen: Mapping Novel Lung Patterns in Bronchiectasis via Texture Analysis

    Journal: Diagnostics

    doi: 10.3390/diagnostics14242883

    Lung texture analysis report: The Dicom representative image of each category of pattern. These were chosen based on the predominance of lung parenchymal patterns including hyperlucent, ground glass [GG], reticular, and honeycombing. Imbio LTA provided their regional distribution within three different lung zones [upper, middle, lower] in each lung. The platform provided an image in which each lung pattern was colored differently, allowing the evaluation of disease extent, composition, and location at a glance. Specific images were chosen because of the predominance of one of the patterns in each of them; at the same time, they had other patterns, also showing that all pathologies could coexist in a single case of bronchiectasis, yet have a predominance of a single pattern that may have a bearing on their clinical symptoms.
    Figure Legend Snippet: Lung texture analysis report: The Dicom representative image of each category of pattern. These were chosen based on the predominance of lung parenchymal patterns including hyperlucent, ground glass [GG], reticular, and honeycombing. Imbio LTA provided their regional distribution within three different lung zones [upper, middle, lower] in each lung. The platform provided an image in which each lung pattern was colored differently, allowing the evaluation of disease extent, composition, and location at a glance. Specific images were chosen because of the predominance of one of the patterns in each of them; at the same time, they had other patterns, also showing that all pathologies could coexist in a single case of bronchiectasis, yet have a predominance of a single pattern that may have a bearing on their clinical symptoms.

    Techniques Used:

    Related Articles

    Software:

    Article Title: Comparison of quantitative lung ultrasound scores with automated quantitative CT: to overcome the ultrasound limitations.
    Article Snippet: .. All included CT were analysed by Imbio® Lung Texture AnalysisTM software based on Computer-Aided Lung Informatics for Pathology Evaluation and Rating (CALIPER) technology, in order to identify and quantify the volume (cm3) of healthy lung, ground-glass (GGO), reticulations (RET), honeycombing (HC), total fibrosis (RET + HC) and total ILD (GGO + RET + HC). ..

    Article Title: Quantitative chest computed tomography predicts mortality in systemic sclerosis: A longitudinal study
    Article Snippet: .. Quantitative analyses were performed automatically using Lung Texture Analysis software, IMBIO version 22.0, based on CALIPER technology (Biomedical Imaging Resource. ..

    Article Title: Artificial Intelligence Unveils the Unseen: Mapping Novel Lung Patterns in Bronchiectasis via Texture Analysis
    Article Snippet: .. This study aimed to assess lung involvement in patients with bronchiectasis using the Bronchiectasis Radiologically Indexed CT Score (BRICS) and AI-based quantitative lung texture analysis software (IMBIO, Version 2.2.0). ..

    Article Title: Comparing multi-texture fibrosis analysis versus binary opacity-based abnormality detection for quantitative assessment of idiopathic pulmonary fibrosis
    Article Snippet: .. The computer-aided lung informatics for pathology evaluation and ratings (CALIPER) tool is part of the Imbio lung texture analysis software (Imbio) and was created by the Biomedical Imaging Resource Laboratory of the Mayo Clinic, Minnesota. ..

    Article Title: Advances and future outlook in clinical trials for treating systemic sclerosis-interstitial lung disease.
    Article Snippet: Introduction: Systemic sclerosis-associated interstitial lung disease (SSc-ILD) is a common complication of systemic sclerosis (SSc), contributing significantly to morbidity and mortality.. We aim to bridge knowledge gaps, inform clinical practice, and identify future research directions in this rapidly evolving field.. Areas covered: This review provides a comprehensive analysis of the current understanding and emerging advances in the diagnosis, risk stratification, and treatment of SSc-ILD.

    Imaging:

    Article Title: Quantitative chest computed tomography predicts mortality in systemic sclerosis: A longitudinal study
    Article Snippet: .. Quantitative analyses were performed automatically using Lung Texture Analysis software, IMBIO version 22.0, based on CALIPER technology (Biomedical Imaging Resource. ..

    Article Title: Comparing multi-texture fibrosis analysis versus binary opacity-based abnormality detection for quantitative assessment of idiopathic pulmonary fibrosis
    Article Snippet: .. The computer-aided lung informatics for pathology evaluation and ratings (CALIPER) tool is part of the Imbio lung texture analysis software (Imbio) and was created by the Biomedical Imaging Resource Laboratory of the Mayo Clinic, Minnesota. ..

    other:

    Article Title: Toward a more actionable RA-ILD risk model: Insights beyond the KORAIL cohort.
    Article Snippet: Dear Editor, I read with great interest the recent article by Chang et al., which presents a risk stratification model for rheumatoid arthritis-associated interstitial lung disease (RA-ILD) derived from the prospective KORAIL cohort [1].. The authors are to be commended for addressing an urgent clinical need with a wellcharacterized cohort, rigorous follow-up, and integration of RA-specific biomarkers into a practical prediction tool.



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    Image Search Results


    Exemplary results of the multi-texture lung analysis tool and the opacity-based lung analysis tool. CT in coronal view of a 62 year old patient with idiopathic pulmonary fibrosis ( A ), analyzed by the opacity-based Pneumonia tool (Siemens Healthineers), the red lines represent the segmented fibrotic areas ( B ) with additional 3D reconstruction ( C ). ( D ) Analysis with the multi-texture lung analysis tool (CALIPER, Biomedical imaging resource laboratory, Mayo Clinic) with the yellow areas representing fibrotic altered tissue.

    Journal: Scientific Reports

    Article Title: Comparing multi-texture fibrosis analysis versus binary opacity-based abnormality detection for quantitative assessment of idiopathic pulmonary fibrosis

    doi: 10.1038/s41598-025-85135-7

    Figure Lengend Snippet: Exemplary results of the multi-texture lung analysis tool and the opacity-based lung analysis tool. CT in coronal view of a 62 year old patient with idiopathic pulmonary fibrosis ( A ), analyzed by the opacity-based Pneumonia tool (Siemens Healthineers), the red lines represent the segmented fibrotic areas ( B ) with additional 3D reconstruction ( C ). ( D ) Analysis with the multi-texture lung analysis tool (CALIPER, Biomedical imaging resource laboratory, Mayo Clinic) with the yellow areas representing fibrotic altered tissue.

    Article Snippet: The computer-aided lung informatics for pathology evaluation and ratings (CALIPER) tool is part of the Imbio lung texture analysis software (Imbio) and was created by the Biomedical Imaging Resource Laboratory of the Mayo Clinic, Minnesota.

    Techniques: Imaging

    Linear regression analyses. Illustration of regression analysis between the opacity-based fibrotic lung (OFL) and the multi-texture fibrotic lung (MTFL) quantification, as well as regression analysis of OFL and MTFL with spirometry parameters with Pearson correlation coefficient (r) bigger than 0.25. 95% confidence intervals are indicated by light-colored areas. TLC percent predicted total lung capacity, VC percent predicted vital capacity and DL CO diffusing capacity of the lungs for carbon monoxide.

    Journal: Scientific Reports

    Article Title: Comparing multi-texture fibrosis analysis versus binary opacity-based abnormality detection for quantitative assessment of idiopathic pulmonary fibrosis

    doi: 10.1038/s41598-025-85135-7

    Figure Lengend Snippet: Linear regression analyses. Illustration of regression analysis between the opacity-based fibrotic lung (OFL) and the multi-texture fibrotic lung (MTFL) quantification, as well as regression analysis of OFL and MTFL with spirometry parameters with Pearson correlation coefficient (r) bigger than 0.25. 95% confidence intervals are indicated by light-colored areas. TLC percent predicted total lung capacity, VC percent predicted vital capacity and DL CO diffusing capacity of the lungs for carbon monoxide.

    Article Snippet: The computer-aided lung informatics for pathology evaluation and ratings (CALIPER) tool is part of the Imbio lung texture analysis software (Imbio) and was created by the Biomedical Imaging Resource Laboratory of the Mayo Clinic, Minnesota.

    Techniques:

    Bland-Altman analysis. The opacity-based fibrotic lung (OFL) quantifications was compared to the multi-texture fibrotic lung (MTFL) measurements.

    Journal: Scientific Reports

    Article Title: Comparing multi-texture fibrosis analysis versus binary opacity-based abnormality detection for quantitative assessment of idiopathic pulmonary fibrosis

    doi: 10.1038/s41598-025-85135-7

    Figure Lengend Snippet: Bland-Altman analysis. The opacity-based fibrotic lung (OFL) quantifications was compared to the multi-texture fibrotic lung (MTFL) measurements.

    Article Snippet: The computer-aided lung informatics for pathology evaluation and ratings (CALIPER) tool is part of the Imbio lung texture analysis software (Imbio) and was created by the Biomedical Imaging Resource Laboratory of the Mayo Clinic, Minnesota.

    Techniques:

    Lung texture analysis report: The Dicom representative image of each category of pattern. These were chosen based on the predominance of lung parenchymal patterns including hyperlucent, ground glass [GG], reticular, and honeycombing. Imbio LTA provided their regional distribution within three different lung zones [upper, middle, lower] in each lung. The platform provided an image in which each lung pattern was colored differently, allowing the evaluation of disease extent, composition, and location at a glance. Specific images were chosen because of the predominance of one of the patterns in each of them; at the same time, they had other patterns, also showing that all pathologies could coexist in a single case of bronchiectasis, yet have a predominance of a single pattern that may have a bearing on their clinical symptoms.

    Journal: Diagnostics

    Article Title: Artificial Intelligence Unveils the Unseen: Mapping Novel Lung Patterns in Bronchiectasis via Texture Analysis

    doi: 10.3390/diagnostics14242883

    Figure Lengend Snippet: Lung texture analysis report: The Dicom representative image of each category of pattern. These were chosen based on the predominance of lung parenchymal patterns including hyperlucent, ground glass [GG], reticular, and honeycombing. Imbio LTA provided their regional distribution within three different lung zones [upper, middle, lower] in each lung. The platform provided an image in which each lung pattern was colored differently, allowing the evaluation of disease extent, composition, and location at a glance. Specific images were chosen because of the predominance of one of the patterns in each of them; at the same time, they had other patterns, also showing that all pathologies could coexist in a single case of bronchiectasis, yet have a predominance of a single pattern that may have a bearing on their clinical symptoms.

    Article Snippet: This study aimed to assess lung involvement in patients with bronchiectasis using the Bronchiectasis Radiologically Indexed CT Score (BRICS) and AI-based quantitative lung texture analysis software (IMBIO, Version 2.2.0).

    Techniques: