Abstract:Objective: Evaluate the application value of anatomical landmark guided puncture aspiration supported by a integrated medical imaging artificial intelligence (AI) diagnostic system in the surgical treatment of minor thalamic hemorrhage through clinical efficacy comparison,and evaluate the application value of integrated AI imaging diagnosis system in perioperative safety and surgical efficacy assessment. Method:A retSRpective analysis was conducted on 218 cases of patients with minor thalamic hemorrhage who underwent puncture aspiration surgery. Among them, a integrated AI system was used to identify the cause of bleeding, surgical safety, and effectiveness through imaging diagnosis. The case data of 113 patients who underwent anatomical landmark guided puncture surgery were included in the observation group, while the case data of 105 patients who underwent robot assisted 3D surface and image fusion positioning puncture surgery were included in the control group. Compare the differences in total surgical time, catheter position accuracy, path length conformity, catheter removal time, hematoma clearance rate, 180 days after surgery of National Institutes of Health Stroke Scale (NIHSS) score and Barthel Index (BI) of daily living ability,between two groups of patients, and evaluate the application value of anatomical landmark guided puncture aspiration in the treatment of thalamic hemorrhage surgery,compare the differences in CTA diagnosis time, complex imaging diagnosis accuracy, CT catheter accurate diagnosis time, CT path length diagnosis time, etc. between two groups of patients, and evaluate the application value of a integrated AI imaging diagnosis system in perioperative safety and surgical efficacy evaluation. Results There was a statistically significant difference in the total surgical time between the observation group and the control group (P<0.05); There was no statistically significant difference (P>0.05) in the accuracy of catheter position, consistency of path length, extubation time, hematoma clearance rate, postoperative 180dNIHSS score, BI, etc. between the observation group and the control group. There were statistically significant differences (P<0.05) between the observation group and the control group in terms of CTA diagnosis time, accuracy of complex imaging diagnosis, accurate diagnosis time of CT catheter, and diagnosis time of CT path length.Conclusion: Anatomical landmark guided puncture aspiration is a safe, reliable, effective, and simple method for treating typical minor thalamic hemorrhage. The application of integrated AI imaging diagnosis system in perioperative safety and surgical efficacy evaluation can significantly reduce time costs and improve the accuracy of medical imaging diagnosis.