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Medical genetics is the branch of medicine that involves the diagnosis and management of hereditary disorders. Medical genetics differs from human genetics in that human genetics is a field of scientific research that may or may not apply to medicine, while medical genetics refers to the application of genetics to medical care. For example, research on the causes and inheritance of genetic disorders would be considered within both human genetics and medical genetics, while the diagnosis, management, and counselling people with genetic disorders would be considered part of medical genetics.
A gene mutation pathogenicity automatic rating method and system based on multi-agent game and thought chain reasoning
The present application relates to the technical field of the cross of bioinformatics, medical genetics and artificial intelligence, and discloses a gene mutation pathogenicity automatic rating method and system based on multi-agent game and thought chain reasoning, which comprises the following steps: searching data related to a target mutation site; based on the related data; performing multi-round iterative gene mutation pathogenicity rating by a proposer agent, a refuter agent and a decision maker agent; monitoring the rating conclusion output by the decision maker agent and the confidence score in real time, and when a preset dynamic truncation condition is met, terminating the multi-agent game step and outputting the final gene mutation pathogenicity rating conclusion. The present application can realize accurate and transparent rating of gene mutation pathogenicity by eliminating model hallucinations through adversarial games and analyzing unstructured documents by using thought chains.
Owner:BEIJING NUTSHELL BIOTECHNOLOGY CO LTD