AIMC Topic: Pre-Analytical Phase

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New insights in preanalytical quality.

Clinical chemistry and laboratory medicine Apr 24, 2025
The negative impact of preanalytical errors on the quality of laboratory testing is now universally recognized. Nonetheless, recent technological advancements and organizational transformations in healthcare - catalyzed by the still ongoing coronavir...
Humans Artificial Intelligence COVID-19 SARS-CoV-2 Quality Control Clinical Laboratory Techniques Laboratories, Clinical Pre-Analytical Phase
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Biological matrices, reagents and turnaround-time: the full-circle of artificial intelligence in the pre-analytical Phase. Comment on Turcic A, et al., Machine learning to optimize cerebrospinal fluid dilution for analysis of MRZH reaction. CCLM 2024;62:436-41.

Clinical chemistry and laboratory medicine Mar 20, 2024
Humans Artificial Intelligence Machine Learning Indicators and Reagents Pre-Analytical Phase
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A deep learning-based system for assessment of serum quality using sample images.

Clinica chimica acta; international journal of clinical chemistry Apr 12, 2022
BACKGROUND: Serum quality is an important factor in the pre-analytical phase of laboratory analysis. Visual inspection of serum quality (including recognition of hemolysis, icterus, and lipemia) is widely used in clinical laboratories but is time-con...
Humans Deep Learning Hyperlipidemias Jaundice Hemolysis Pre-Analytical Phase
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