To conduct a bibliometric and keyword analysis on the domestic and international literature of medical artificial intelligence （AI） ethics， explore the research frontiers， hotspots， and development trends in this field， and provide references for promoting the construction of China’s ethical governance system on medical AI. Utilizing CiteSpace software， a comparative analysis was conducted between the reviewed domestic and international literature regarding their publication volume， author and institutional collaboration networks， as well as keyword co-occurrence， clustering， timeline graph， and burst， to explore the research hotspots and development trends in the field. A total of 2 393 Chinese and English publications were included. In recent years， research topics in medical AI ethics both domestically and internationally focused on three aspects， encompassing their theoretical research， emerging domains and their ethical risks， as well as the ethical governance and regulation of medical AI. International research hotspots included federated learning， computer-aided detection， informed consent， and other aspects， whereas domestic research hotspots were smart healthcare， responsibility ethics， ethical values， and other aspects. Internationally， greater attention was placed on ethical issues concerning population health and healthcare in the public health domain， whereas domestic research topics tended to focus more on theoretical discussions and the establishment of ethical principles. The ethical governance of medical AI represents a shared global challenge， necessitating enhanced research into both the variances and commonalities in this field.

As an important department to solve students’ daily psychological problems， the mental health counseling center in colleges and universities often results in many practical dilemmas due to the mismatch between the duty limitation and professional ability when facing the help of students with mental disorders. From the perspective of ethics， this paper discusses the difficulties in campus management， responsibility allocation and responsibility clarificationfaced by the school in dealing with student autonomy， home-school coordination， and properly settling the students returning to school. In order to alleviate ethical conflicts and provide some reference for colleges and universities to intervene and help students with mental disorders， the author tries to implement improvement measures by adhering to the concept of rehabilitation to improve autonomy， treating family members as help objects， establishing a complete system and sound regulations， and conducting joint efforts and supportive intervention assistance. This can alleviate ethical conflicts and provide certain references for the practice of colleges and universities’ intervention and assistance in dealing with students with mental disorders.

Objective:To investigate the relationship between spread through air spaces(STAS) of peripheral stage ⅠA small adenocarcinoma of the lung(≤2 cm) and related factors such as clinical and CT morphological features, and to construct a nomogram model.Methods:Relevant clinical, pathological and imaging data of patients who underwent lung surgery and were diagnosed as peripheral stage ⅠA small lung adenocarcinoma by postoperative pathology in the Affiliated Hospital of Nantong University from 2017 to 2022 were collected, of which cases that met the inclusion criteria from 2017 to 2021 served as the training group, and those that met the inclusion criteria in 2022 served as the validation group. The independent risk factors for the occurrence of STAS in peripheral stage ⅠA lung small adenocarcinoma were investigated by using univariate analysis and multifactorial logistic regression analysis, based on which a nomogram prediction model was constructed, and the subjects were analyzed by using the receiver operating characteristic curve( ROC), correction model, etc. were used to evaluate the model. Results:A total of 430 patients who met the criteria were included, including 351 patients in the training group(109 STAS-positive and 242 STAS-negative) and 79 patients in the validation group(23 STAS-positive and 56 STAS-negative). Univariate analysis showed that the patients in the two groups showed a significant difference in age(>58 years old), gender, smoking history, tumor location(subpleural, non-subpleural), pleural pull, nodule type, nodule maximal diameter, solid component maximal diameter, consolidation tumor ratio(CTR), lobulation sign, burr sign, bronchial truncation sign, vascular sign(includes thickening and distortion of blood vessels in/around the nodes), satellite lesions, and ground-glass band sign were statistically significant( P<0.05). The results of multifactorial logistic regression analysis showed that CTR( OR=4.98, P<0.001), lobulation sign( OR=4.07, P=0.013), burr sign( OR=3.66, P<0.001), and satellite lesions( OR=3.56, P=0.009) were the independent risk factors for the occurrence of STAS. Applying the above factors to construct the nomogram model and validate the model, the results showed that the ROC curve was plotted by the nomogram prediction model, and the area under the ROC curve( AUC) of the training set was 0.840(sensitivity 0.835, specificity 0.734), and the validation set had an AUC value of 0.852(sensitivity 0.786, specificity 0.783), and the training set and validation set calibration curves have good overlap with the ideal curve. Conclusion:CTR, lobular sign, burr sign, and satellite lesions are independent risk factors for STAS, and the nomogram model constructed in this study has good predictive value.

Due to the particularity of mental diseases, doctor-patient relationship in psychiatric medicine is a subject that needs to be paid attention to. This paper focused on the discussion of the model of doctor-patient relationship in psychiatric medicine from the perspective of constructing a harmonious doctor-patient relationship. Based on the Szasz & Hollender’s Model of Doctor-patient Relationship and combined with the characteristics of psychiatric medicine, this paper discussed the applicable doctor-patient relationship models, namely, the shared participation model, the guidance-cooperation model, the active-passive model, and the protective-constraint model. The specific application of the shared participation model, the guidance-cooperation model, and the active-passive model in the psychiatric medicine context were introduced in detail, and the reasons and characteristics of the protective-constraint model added on the basis of Szasz & Hollender’s Model of Doctor-patient Relationship were elaborated. Meanwhile, the realization paths of the protective-constraint model in clinical practice were further explored, which included evaluating the behavioral capacity and consciousness state of patients with mental disorders, obtaining informed consent, and standardizing the use of intervention rights and withdrawal mechanisms. The discussion of this model will promote the improvement of doctor-patient relationship and the development of psychiatric medicine.

Post-stroke depression (PSD) is a common emotional disorder after stroke, which can affect cognitive function of patients and have adverse effect on post-stroke recovery. Diffusion tensor imaging (DTI) can reveal the microstructure of white matter. At present, it has been applied in the study of the pathogenesis of various diseases. This article reviews the application of DTI technology in depression, stroke, and PSD, aiming to make early predictions of PSD from multiple perspectives to improve its outcomes.

Intracranial atherosclerotic disease (ICAD) is an important cause of ischemic stroke. Accurate clinical and imaging evaluation is helpful to its hierarchical management and individualized treatment. With the gradual maturation of intracranial artery wall imaging technology, the stroke mechanism of ICAD can be further understood through plaque vulnerability characteristics and the optimal stroke prevention strategy can be developed. This article reviews the different vulnerable characteristics, evaluation methods and current research progress of intracranial atherosclerotic plaques.

【Objective】 To evaluate the evolution and correlation of CT imaging signs and clinical features of non-severe coronavirus disease 2019 (COVID-19). 【Methods】 We retrospectively analyzed CT images and clinical features of 24 non-severe COVID-19 patients from the onset at a 5-day interval. We recorded CT image signs, clinical manifestations and laboratory results at each stage, and analyzed their dynamic changes and correlations. Categorical variables were presented by rates. The correlation of the total CT score and the total number of lesions with clinical manifestations was analyzed. P<0.05 indicated statistical significance. 【Results】 A total of 92 cases in 24 patients with COVID-19 were analyzed: 12 cases in 0-5 days, 21 in 5-10 days, 22 in 10-15 days, 20 in 15-20 days, and 17 in >20 days. The main CT signs of COVID-19 patients were subpleural and ground-glass opacity; the accompanying CT signs included paving stone sign, thickened blood vessels, fibrous cord shadow, air bronchial sign, leaflet center nodule, halo sign, reversed halo sign, bronchial wall thickening, and lung volume shrinking. On days 0-5, the number of lesions was the largest, acute symptoms were the most severe, the lymphocyte count and ratio were the lowest, and the concentration of high-sensitivity C-reactive protein (H-sCRP) was the highest. On days 5-10, the total CT score, the concentration of C-reactive protein (CRP) and erythrocyte sedimentation rate (ESR) were the highest, and the white blood cell count was the lowest. There were a positive correlation between the CT score and the number of lesions with temperature, ESR, CRP, H-sCRP, and negative correlation with WBC count. 【Conclusion】 CT imaging signs were similar to the change of the clinical features on days 0-10. The total CT score and the number of lesions had correlation with the clinical manifestations.

Objective: To explore the prognostic effects of mean corpuscular volume (MCV) in patients with myelodysplastic syndromes (MDS) . Methods: 321 newly diagnosed, untransfused primary MDS patients who administered from December 2009 to December 2017 were enrolled. The association of MCV with prognosis and several clinical features and genetic mutations were analyzed. Results: Patients were divided into MCV≤100 fl (n=148) and MCV>100 fl (n=173) cohorts. Median overall survival of patients with MCV≤100 fl was shorter than their counterparts (27 months vs 72 months, P<0.001) . In subgroup analysis, MCV≤100 fl patients had worse survivals in bone marrow blast <5% cohort (34 months vs not reached, P=0.002) , but not so in ≥5 % cohort (17 months vs 20 months, P=0.078) . MCV≤100 fl was still an independent adverse variable (HR=1.890, 95%CI 1.007-3.548, P=0.048) after adjusting for clinical and laboratory variables and mutation topography in bone marrow blasts<5% cohort. In bone marrow blasts<5% cohort, patients with MCV≤100 fl had higher hemoglobin levels [90 (42-153) g/L vs 78.5 (28-146) g/L, P=0.015].The proportions of Revised International Prognostic Scoring System (IPSS-R) high/very high risks and poor/very poor IPSS-R karyotypes were higher in MCV≤100 fl cohort (28.8% vs 10.8%, P=0.003; 24.7% vs 12.9%, P=0.049) . MCV≤100 fl cohort had more genetic mutations than those with MCV>100 fl though without significance (0.988 vs 0.769, P=0.064) . Mutated SF3B1 was less frequently in MCV≤100 fl cohort (4.7% vs 15.4%, P=0.018) . Conclusion MCV≤100 fl was an independent adverse variable after adjusting for clinical and laboratory variables and mutation topography in MDS patients with bone marrow blasts<5%.

Objective:To validate the effectiveness of the "ventilator-associated pneumonia (VAP) cluster nursing package" in Tianjin.Methods:A self-test questionnaire was prepared based on the "Ventilator-associated pneumonitis bundled nursing package", and an electronic questionnaire was used to investigate the comprehensive ICU of 40 hospitals in Tianjin.Results:The average self-examination form of the comprehensive ICU "ventilator-associated pneumonia cluster nursing package" in Tianjin was 28.92 points (out of 30 points), of which the bedside elevation, sedation and wake up, timely extubation, strict hand hygiene, and maintenance Effective airbag pressure, timely dumping of condensate water, timely removal of stagnation, and prevention of the total score of VAP package execution were related to the occurrence of VAP in patients in Tianjin from August 2018 to August 2019 ( r value was 0.101, P <0.01); ICU unit layout, nurse level and prevention of VAP package implementation are the influencing factors of VAP in ICU patients. Conclusion:The "ventilator-associated pneumonitis cluster nursing package" has been well implemented in Tianjin ICU, and the implementation of this package can reduce the incidence of VAP.

Objective:To evaluate the effectiveness of multi-disciplinary treatment (MDT) for reducing carbapenem-resistant Enterobacteriaceae (CRE) infections in intensive care unit(ICU).Methods:Patients admitted in the emergency ICU (EICU) and neurosurgical ICU (NICU) of the First People’s Hospital of Lianyungang during January 2018 to December 2019 were enrolled in the study, which was analyzed by historical control study. For patients admitted in 2018, the conventional method was adopted for prevention and control of drug-resistant bacteria (control group, n=1, 076), and for patients admitted in 2019, the MDT was adopted for the prevention and control of CRE (intervention group, n=1, 237). Chi-square test was used to compare the incidence rate of CRE infection, CRE detection rate, rate of rational antibiotic use and compliance with implementation of prevention and control measures between two groups. Results:Compared to control group, the incidence rate of CRE infection in EICU and NICU decreased from 3.45% (14/406) and 3.58% (24/670) to 1.65% (9/547) and 2.32% (16/690) in intervention group, respectively; while the detection rate of CRE decreased from 66.21% (96/145) and 57.72% (86/149) to 41.11% (51/124) and 33.06% (40/121), the pathogens were mainly carbapenem-resistant Klebsiella pneumoniae (CRKP). The rational medication rate of carbapenem antibiotics was significantly increased from 65.00%(78/120) in 2018 to 92.73%(319/344) in 2019 ( χ2=55.382, P<0.05). In addition, the single room isolation rate, the rate of specialized nursing care, the cleaning and disinfection quality of bench surface and the special use rate of articles were also significantly improved( χ2=21.646, 18.116, 39.869 and 19.713, P<0.01). Conclusion:The establishment of multi-department collaborative management based on MDT can effectively improve the prevention and control effect of CRE in ICU and significantly reduce the prevalence of CRE infection.