Generative artificial intelligence (GAI) represents a prominent research focus in medicine, with medical education being a key application area. GAI demonstrates potential to enhance residency training efficacy through personalized instruction, automated assessment item generation, question bank updating, and intelligent scoring systems. However, current limitations exist regarding output accuracy and content consistency. To address these constraints, strategic measures are required: continuous GAI model refinement, development of standardized usage guidelines, enhanced data quality control, and implementation of human verification protocols for generated content. Concurrently, residents should proactively acquire GAI utilization skills to strengthen the practical application of theoretical knowledge. With these advancements, GAI is anticipated to evolve into a valuable asset for improving the efficiency and quality of residency training programs.

Objective To investigate the clinical features,recanalization after medical treatment and clinical outcome of cerebral artery dissection.Methods We reviewed the clinical records of ischemic stroke patients with cerebral artery dissection who visited the First Affiliated Hospital of Zhejiang University between October 2010 and December 2013.We recorded patients' general information,neurological deficit,imaging and clinical treatment.We followed up the patients and statistically analyzed demographic data,recanalization and clinical outcome.Results Among 28 cases of cerebral artery dissection,carotid dissection was the most common (n =19,67.9％),followed by vertebral artery dissection (n =7,25.0％),while the combination of carotid and vertebral artery dissection was rare (n =2,7.1％).In the imaging of cerebral artery dissection,wire beads and occlusion were the most common signs (n =15,53.6％),followed by rat tail sign (n =7,25.0％),aneurysmal dilatation (n =4,14.3％) and dualchamber levy (n =2,7.1％).There were 18 cases of acute cerebral infarction in the 28 studied cases,but there was no significant difference between the degree of stenosis and cerebral infarction caused by cerebral artery dissection.All patients received standard antithrombotic therapy.The difference of the recanalization rate between using anti-platelet aggregation and anticoagulant therapy was not statistically significant (5/6 vs 9/13,P =0.37).Conclusions Although cerebral artery dissection is relatively rare clinically,the typical clinical manifestations of the disease and the characteristic imaging are helpful for the diagnosis.Standardization of antithrombotic treatment is still the first-line treatment of cerebral artery dissection.

Objective To explore the relation between plasm neurotransmitters (Glutamic acid,GAA; γ-aminobutyric acid,GABA; 5-hydroxytryptamine,5-HT; and noradrenaline,NE) and depression in acute hemorrhagic stroke.Methods Objectives were screened from consecutive hospitalized patients with acute stroke.Fasting blood samples were taken on the day next to hospital admission,and neurotransmitters were examined by the liquid chromatography-high resolution mass spectrometry (LC-HRMS).The fourth edition of Diagnostic and Statistical Manual of Mental Disorders (DSM-Ⅳ) was used to diagnose depression at two weeks after onset of stroke.The modified Ranking Scale (mRS) was followed up at 1 year.Pearson test was used to analyse the correlation between serum concentration of neurotransmitters and the Hamilton Depression scale-17items (HAMD-17) score.Logistic regression was used to analyse the relation of serum concentration of neurotransmitters and depression and outcome of stroke.Results One hundred and eightyone patients were included in this study.GABA significantly decreased [6.1 (5.0-8.2) μg/L vs 8.1 (6.3-14.7) μg/L,P ＜ 0.05] in patients with depression in hemorrhagic stroke,and there was no significant difference in GAA,5-HT,or NE.GABA concentration was negatively correlated with HAMD-17 score (r =-0.131,P ＜ 0.05) ; while concentration of serum GABA rose by 1 μg/L,risk of depression in acute phase of hemorrhagic stroke was reduced by 5.6％ (OR 0.944,95％ CI 0.893-0.997).While concentration of serum GAA rose by 1 μg/L,risk of worse outcome at 1 year was raised by 0.1％,although a statistic level was on marginal status (OR 1.001,95％ CI 1.000-1.002).Conclusions In patients with depression in the acute phase of hemorrhagic stroke,there was a significant reduction in plasm GABA concentration.GABA may have a protective effect on depression in acute phase of hemorrhagic stroke.Increased concentrations of serum GAA may increase the risk of worse outcomes at 1 year after stroke.