In the era of big data,artificial intelligence(AI)technology has developed rapidly,with medical field being one of its most deeply penetrated application domains.Leveraging the advantages of big data and AI requires the sharing and integration of medical data,yet balancing privacy protection and data sharing poses significant challenges.This paper analyzes the focus issues of patient privacy and data security in medical AI from a global perspective across 6 dimensions:challenges in data sovereignty and cross-border flow compliance,technical vulnerabilities in de-anonymization and re-identification risks,failure of informed consent mechanisms and dynamic authorization needs,regulatory gaps in algorithmic"black boxes"and data misuse,technological dependency and supply chain security risks,and the dilemma of balancing privacy protection with public health interests.Corresponding solutions and strategies are also proposed.

Objective To investigate the current status of off-label drug use(OLDU)management in tertiary hospitals of Guizhou province and to provide baseline evidence for developing a unified administration regulation for OLDU in Guizhou province.Methods In line with the relevant policies and regulations,a questionnaire including basic information about the person filling out the form,basic information about the hospitals,and information about OLDU was developed.The questionnaire was sent to 84 tertiary hospitals in Guizhou province through the Wenjuanxing.Results A total of 84 questionnaires were distributed and recovered,with a response rate of 100.00%.Of the 84 hospitals,77 had OLDU,of which 68(88.31%)had established a management system for OLDU.Among the 77 hospitals with OLDU,65(84.42%),42(54.55%),58(75.32%),36(46.75%),15(19.48%),and 21(27.27%)hospitals respectively,required approval from the Committee on Drug Administration and Pharmacotherapy before OLDU,restricted the qualifications of doctors prescribing OLDU,required informed consent from patients or their families before OLDU,recorded the matters and reasons in the medical records of patients treated with OLDU,followed up patients in their files and evaluated the reasonableness of the OLDU,and carried out special reviews for OLDU.Only 30(38.96%)hospitals have set up a catalogue of OLDUs,and 58(75.32%)hospitals have urgent needs to set up a unified provincial catalogue of OLDUs.Conclusion The pharmacy administration level of OLDU in tertiary hospitals of Guizhou province is relatively low,so there is an urgent need to establish a unified OLDU management system and medication catalog.

Objective:To study the growth trajectory and the incidence of malnutrition and clinical events in infants with congenital heart disease in 1 year after surgery.Methods:Children at the age of 1 year or younger who were diagnosed with congenital heart disease and underwent surgery at Guangzhou Women and Children's Medical Center affiliated to Guangzhou Medical University from January 2018 to January 2019 were included. The age, gender, birth weight and length, and parental height and weight were collected, and the occurrence of clinical events of interest and the children's health as evaluated by caregiver within 1 year after surgery were followed up through questionnaire survey. Malnutrition was defined as a weight-for-age z-score (WAZ) ≤-2 at 1 year after surgery and a WAZ>-2 was defined as non-malnourished.Results:Among the 502 children, 301 were boys and 201 were girls, aged 4.1 (range: 2.0 to 6.8) months, of whom 64.7% were with simple congenital heart disease and 35.3% complex congenital heart disease. The children were generally with mild malnutrition (WAZ<-1 and >-2) before surgery. At 3 months and 6 months after surgery, the children showed a rapid growth catch-up, although failing to reach the normal level, and the trend plateaued at 1 year after surgery. The proportion of children with malnutrition decreased gradually within 1 year after surgery. 47.0% of included children had malnutrition before surgery, and the proportion decreased significantly at 3 months and 6 months, to 17.9% at 1 year after surgery. After discharge, these children suffered from upper respiratory infection most commonly (74.5%), followed by pneumonia (41.2%) and diarrhea (36.7%), and vomiting and constipation (22.1%). In terms of children's health status as evaluated by parents, about 32.0% of families considered their children in poor health before surgery, and the proportion decreased to 6.9% within 1 year after surgery.Conclusion:Infants with congenital heart disease continued to grow and catch up within 1 year after surgery, showing significantly improved nutrition status, but some children still experienced malnutrition at 1 year after surgery.

Objective:To analyze the clinical characteristics of monkeypox patients.Methods:The clinical data and laboratory findings of 4 patients with monkeypox patients diagnosed at Yiwu Central Hospital in July 2023 were analyzed. Herpes fluid and skin tissue samples were collected, the viruses were isolation and cultured in African green monkey kidney cells (Vero) and identified with whole gene sequencing.Results:All four patients were male, aged 24-35 years. All patients had male-to-male behavior within 21 days before onset of the disease. Among them, one patient has AIDS and one patient has syphilis. Four patients presented with perineal skin lesions with itching, and 3 patients were found to have enlarged lymph nodes upon admission. Laboratory testing: lymphocyte abnormality (4.57×10 9/L) in 1 case; increased procalcitonin (0.25 ng/mL) in 1 case; elevated IL-10 levels ( 7.11 ng/L and 9.42 ng/L) in 2 cases; increased IL-6 (66 ng/L) and IL-4 (3.24 ng/L) in 1 case, respectively. One case had abnormal myocardial zymogram with a elevated lactate dehydrogenase level of 313 U/L. The monkeypox virus was isolated from lesion tissue and herpes fluid, and the whole gene sequencing identified it as the B. 1.3 subtype of the IIb evolutionary branch, exhibiting typical pathological effects on Vero cells. Conclusion:The clinical manifestations of the 4 monkeypox patients confirmed in Zhejiang province are mild, patients had a definitive history of male-to-male sexual behavior and the virus strains belong to the B. 1.3 lineage of the IIb evolutionary branch.

Objective:To systematically describe and analyze the related factors of self-compassion in cancer patients.Methods:Observational studies on factors related to self-compassion in cancer patients were retrieved through computer on PubMed, CINAHL, Embase, Web of Science, Cochrane Library, PsycINFO, China Biomedical Literature Database, China National Knowledge Infrastructure, VIP, and WanFang Data. The search period was from the establishment of the database to July 2022. Two researchers independently screened the article, extracted data, and evaluated the quality of the article based on inclusion and exclusion criteria. Meta-analysis of related factors was conducted using Stata 15.1 software.Results:A total of 20 articles were included. Meta-analysis results showed that self-compassion was positively correlated with age, education level, and psychological resilience, while negatively correlated with body image, anxiety, depression, and pressure. The related factors for self-compassion in cancer patients included individual factors (such as gender, age, educational level, anxiety, depression, attachment type, body image and psychological resilience) , disease factors (treatment methods) , and environmental factors (marital status, social support, place of birth) .Conclusions:There are many factors related to self-compassion in cancer patients. Medical and nursing staff can identify low-level self-compassion patients in the early stage based on related factors and carry out intervention to promote positive clinical outcomes for patients.

Objective:To find new biomarkers for the diagnosis and prognosis of sepsis through analyzing the differential expression protein in sepsis by proteomics and bioinformatics analysis and enzyme linked immunosorbent assay (ELISA).Methods:Patients with sepsis admitted to the emergency department of the Affiliated Hospital of Southwest Medical University from January to December 2019 were enrolled. And meanwhile, healthy volunteers who had normal physical examinations were included as the control group. Blood samples from two groups were collected. The samples were randomly selected for the protein concentration by data independent acquisition (DIA). Bioinformatics method was used in differentially expressed proteins by gene ontology (GO) pathway, enrichment analyses, groups meta-analysis and survival curves construction. ELISA method was used to verified marker screened. Then the data of transferrin receptor CD71 and the clinical data of procalcitonin (PCT), C-reactive protein (CRP) and blood lactic acid (Lac) were collected to construct receiver operator characteristic curve (ROC curve), and biomarker was screened for diagnostic and prognostic of sepsis.Results:The result of DIA showed that 71 differentially expressed proteins were screened out from sepsis group, 6 proteins were down-regulated and 65 proteins were up-regulated. Those differentially expressed proteins were enriched in the inflammatory response, response to stress, leukocyte migration in the GO pathway and enrichment analyses. The meta-analysis showed that the expression level of CD71 was higher in sepsis group than normal control group [standardized mean difference ( SMD) = -0.47, 95% confidence interval (95% CI) was -0.93 to 0.00, P < 0.01], the expression level of CD71 was higher in non-survivor group than survivor group ( SMD = -0.44, 95% CI was -0.70 to -0.18, P = 0.63). Survival curve showed that the expression of CD71 was inversely correlated to survival rates, the patients with a lower expression had higher survival rates ( P = 0.000 34); the ELISA showed that the level of CD71 was higher in sepsis group than normal control group (nmol/L: 156.83±84.71 vs. 87.99±47.89, P < 0.05), the level of CD71 was higher in non-survivor group than survivor group (nmol/L: 219.63±125.59 vs. 130.97±40.45, P < 0.05). The area under the ROC curve (AUC) of CD71 in diagnostic performance of sepsis was 0.790 (sensitivity was 65.1%, specificity was 90.0%), the AUC of CD71 in prognostic performance of sepsis was 0.744 (sensitivity was 57.1%, specificity was 94.1%); CD71 had a better prognostic performance than PCT (AUC = 0.547, sensitivity was 64.3%, specificity was 55.9%), CRP (AUC = 0.594, sensitivity was 64.3%, specificity was 61.8%), Lac (AUC = 0.540, sensitivity was 42.9%, specificity was 82.4%). Conclusion:CD71 had a great value of diagnostic and prognostic performance in sepsis, and it was expected to be a potential biomarker for sepsis.

Objective:To investigate the status of exposure to xylene and Formaldehyde of medical and technical personnel in Pathology Department of a hospital, and to provide references for prevention of occupational hazards.Methods:From July to October in 2019, 52 medical workers and working places in Pathology Department of a third-class hospital in Jiangxi Province were selected as survey objects, the distribution of occupational hazards, protective measures and personal protective equipment were investigated, and the control wind speed of Formaldehyde, xylene and ventilation facilities were detected and analyzed statistically.Results:It showed that the detection rate of xylene and formaldehyde was 82.1% (23/28) , and the detection rate of xylene CSTEL in the two sampling posts was 14.3% (2/14) , the local suction device on each side and the control wind speed of the fume hood do not meet the national standards. Conclusion:It is necessary to strengthen the prevention and control of the occupational hazards in the Department of Pathology to prevent the occurrence of occupational diseases.

Objective:To investigate the status of exposure to xylene and Formaldehyde of medical and technical personnel in Pathology Department of a hospital, and to provide references for prevention of occupational hazards.Methods:From July to October in 2019, 52 medical workers and working places in Pathology Department of a third-class hospital in Jiangxi Province were selected as survey objects, the distribution of occupational hazards, protective measures and personal protective equipment were investigated, and the control wind speed of Formaldehyde, xylene and ventilation facilities were detected and analyzed statistically.Results:It showed that the detection rate of xylene and formaldehyde was 82.1% (23/28) , and the detection rate of xylene CSTEL in the two sampling posts was 14.3% (2/14) , the local suction device on each side and the control wind speed of the fume hood do not meet the national standards. Conclusion:It is necessary to strengthen the prevention and control of the occupational hazards in the Department of Pathology to prevent the occurrence of occupational diseases.

Objective:To identify the process nodes and types of dust existing during subway construction, evaluate the occupational health risk assessment, analyze the key control points, and provide technical basis for occupational health management.Methods:From August 2017 to December 2018, the field occupational health survey method was used to investigate the whole construction period of subway, and the occupational health risk assessment method was used to assess the degree of dust hazard, and the consistency of the assessment results of ICMM, UQ and MLSP methods were compared.Results:The dust in the operation site exists in multiple nodes of the construction cycle, and the operators were exposed to a variety of dust at the same time. Concrete workers and other jobs were key control posts. The risk level assessed by ICMM method was relatively higher than that by UQ method and MLSP method, the latter two results were relatively close.Conclusion:The three occupational health risk assessment methods are all suitable for the site risk assessment without occupational monitoring data, and UQ method has better applicability to the construction industry.

Objective:To identify the process nodes and types of dust existing during subway construction, evaluate the occupational health risk assessment, analyze the key control points, and provide technical basis for occupational health management.Methods:From August 2017 to December 2018, the field occupational health survey method was used to investigate the whole construction period of subway, and the occupational health risk assessment method was used to assess the degree of dust hazard, and the consistency of the assessment results of ICMM, UQ and MLSP methods were compared.Results:The dust in the operation site exists in multiple nodes of the construction cycle, and the operators were exposed to a variety of dust at the same time. Concrete workers and other jobs were key control posts. The risk level assessed by ICMM method was relatively higher than that by UQ method and MLSP method, the latter two results were relatively close.Conclusion:The three occupational health risk assessment methods are all suitable for the site risk assessment without occupational monitoring data, and UQ method has better applicability to the construction industry.