System and method for evaluating sample fixation duration and quality using vibration spectroscopy
A fixed-duration, vibrational spectrum technology, used in color/spectral property measurement, neural learning methods, measurement devices, etc., to solve problems such as insufficient staining and antigen retrieval conditions that do not function properly
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[0155] Example 1 - Predicting a fixed duration using a trained fixed estimation engine
[0156] The examples provided below illustrate the methods described in this article.
[0157] introduce
[0158] Modern histology builds on the more than 100-year-old cornerstone technology of formaldehyde fixation, which preserves the biological structure of tissue by cross-linking mechanisms that prevent molecular degradation. The thoroughness of sample fixation can significantly affect the detected protein expression and, in extreme cases, the patient's diagnosis. For example, ASCO / CAP guidelines call for samples to be fixed for 6 to 72 hours. Tissue fixation in current clinical practice is laboratory-specific and highly variable. Despite its importance, there is no analytical method for measuring a fixed mass.
[0159] Mid-infrared spectroscopy (mid-IR) is a powerful optical technique for probing the vibrational states of individual molecules in tissues and is very sensitive to...
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