AIMC Topic: Electrophoresis
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Texture analysis in gel electrophoresis images using an integrative kernel-based approach.
Scientific reports
Jan 13, 2016
Texture information could be used in proteomics to improve the quality of the image analysis of proteins separated on a gel. In order to evaluate the best technique to identify relevant textures, we use several different kernel-based machine learning...
Performance of Deep Learning in the Interpretation of Serum Protein Electrophoresis.
Clinical chemistry
Oct 6, 2022
In Reply to Performance of Deep Learning in the Interpretation of Serum Protein Electrophoresis.
Clinical chemistry
Oct 6, 2022
We thank He et al. for their comments on our article (1), which gives us the opportunity to clarify some methodological points. 1. Detection of abnormal patterns: mechanics.
Achieving Expert-Level Interpretation of Serum Protein Electrophoresis through Deep Learning Driven by Human Reasoning.
Clinical chemistry
Oct 1, 2021
BACKGROUND: Serum protein electrophoresis (SPE) is a common clinical laboratory test, mainly indicated for the diagnosis and follow-up of monoclonal gammopathies. A time-consuming and potentially subjective human expertise is required for SPE analysi...
[3D printed portable gel electrophoresis device for rapid detection of proteins].
Se pu = Chinese journal of chromatography
Nov 8, 2020
The growing demand for rapid, portable, and economical detection methods for environmental analysis has resulted in increasing demands on the portability and miniaturization of analytical instruments. The miniaturization of scientific instruments fac...
Natural Language Processing of Serum Protein Electrophoresis Reports in the Veterans Affairs Health Care System.
JCO clinical cancer informatics
Aug 1, 2020
PURPOSE: Serum protein electrophoresis (SPEP) is a clinical tool used to screen for monoclonal gammopathy, thus it is a critical tool in the evaluation of patients with multiple myeloma. However, SPEP laboratory results are usually returned as short ...
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