The invention discloses a clinical
test data analysis
system based on a
large model, which comprises a
data acquisition module, a preprocessing module, a training module, an analysis module and an output module,
data acquisition is efficient and supports
multiple modes, preprocessing adopts an intelligent
algorithm, model training is advanced and has efficient indexes, analysis covers multiple aspects and has evaluation indexes, and result output is diversified and supports customization. The invention further comprises a corresponding
data analysis method, related equipment and a medium, and each link is provided with an innovative technology and an evaluation mode to guarantee the performance and the quality; the
system realizes efficient
data acquisition and integration, intelligent
processing and quality improvement, constructs a powerful analysis model, provides various visual result display and interpretation, has real-time updating and personalized service capabilities, can accurately evaluate the
curative effect and safety, provides a scientific basis for clinical decisions, assists in improving the efficiency and accuracy of medical
data analysis, and has a wide application prospect. Different user requirements are met, and development of the medical industry is promoted.