Principles for Valid Histopathologic Scoring in Research
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Abstract
Histopathologic scoring is a tool by which semiquantitative data can be obtained from tissues. Initially, a thorough understanding of the experimental design, study objectives, and methods is required for the pathologist to appropriately examine tissues and develop lesion scoring approaches. Many principles go into the development of a scoring system such as tissue examination, lesion identification, scoring definitions, and consistency in interpretation. Masking (aka "blinding") of the pathologist to experimental groups is often necessary to constrain bias, and multiple mechanisms are available. Development of a tissue scoring system requires appreciation of the attributes and limitations of the data (eg,…
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Topics
Keywords
- Blinding
- Scoring system
- Computer science
- Data mining
- Artificial intelligence
- Machine learning
- Medical physics
- Statistics
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