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Quantitative Image Analysis for Tissue Biomarker Use: A White Paper From the Digital Pathology Association
- Source :
- Applied Immunohistochemistry & Molecular Morphology
- Publication Year :
- 2021
- Publisher :
- Ovid Technologies (Wolters Kluwer Health), 2021.
-
Abstract
- Tissue biomarkers have been of increasing utility for scientific research, diagnosing disease, and treatment response prediction. There has been a steady shift away from qualitative assessment toward providing more quantitative scores for these biomarkers. The application of quantitative image analysis has thus become an indispensable tool for in-depth tissue biomarker interrogation in these contexts. This white paper reviews current technologies being employed for quantitative image analysis, their application and pitfalls, regulatory framework demands, and guidelines established for promoting their safe adoption in clinical practice.
- Subjects :
- Treatment response
Histology
Diagnostic Tests, Routine
quantitative image analysis
Computer science
biomarkers
Digital pathology
Review Article
Data science
Pathology and Forensic Medicine
Clinical Practice
whole-slide imaging
Medical Laboratory Technology
White paper
Image Processing, Computer-Assisted
Tissue biomarkers
Humans
Biomarker (medicine)
Subjects
Details
- ISSN :
- 15412016
- Volume :
- 29
- Database :
- OpenAIRE
- Journal :
- Applied Immunohistochemistry & Molecular Morphology
- Accession number :
- edsair.doi.dedup.....85dcbd0ab2cab6dc9e41e3aea9fbedac
- Full Text :
- https://doi.org/10.1097/pai.0000000000000930