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 efficacy and safety of dual antiplatelet therapy (DAPT) in patients with minor ischemic stroke (MIS) and tiny unruptured intracranial aneurysm (UIA).Methods:Patients with MIS and tiny UIA admitted to the Department of Neurology, Weifang People's Hospital from October 1, 2022 to February 29, 2024 were included retrospectively. MIS was defined as baseline National Institutes of Health Stroke Scale (NIHSS) score ≤3. Tiny UIA was defined as UIA with a diameter of ≤3 mm. According to the antiplatelet therapy regimen, the patients were divided into an aspirin alone group and an aspirin+clopidogrel DAPT group. The main outcome measure was the clinical outcome at 90 days after onset. The modified Rankin Scale (mRS) score 0-1 was defined as a good outcome and >1 was defined as a poor outcome. Secondary outcome measures included aneurysm rupture, cerebral hemorrhage, and recurrence of cerebral ischemic events. Multivariate logistic regression analysis was used to identify the independent influencing factors for poor outcome. Results:A total of 183 patients with MIS and tiny UIA were included, including 108 males (59.0%), median aged 68 years (interquartile range, 61-73 years). All the UIAs were solitary. The mRS score of all patients before onset was 0; 152 patients (83.1%) had good outcome at 90 days after onset, 31 (16.9%) had poor outcome, and no UIA occurred rupture bleeding. Of the 94 patients (51.4%) who received aspirin monotherapy, 14 patients (14.9%) experienced recurrent cerebral ischemic events during follow-up, and 73 (77.7%) had good outcome. Of the 89 patients (48.6%) who received DAPT, 5 (5.6%) experienced recurrent ischemic events during follow-up, and 79 (88.8%) had good outcome. The recurrence rate of cerebral ischemic events in the aspirin group was significantly higher than that in the DAPT group ( χ2=4.227, P=0.040), while the good outcome rate was significantly lower than that in the DAPT group ( χ2=4.006, P=0.045). Multivariate logistic regression analysis showed that baseline NIHSS score was an independent risk factor for poor outcome (odds ratio 4.597, 95% confidence interval 1.864-11.339; P=0.001), while DAPT was an independent protective factor for good outcome (odds ratio 0.265, 95% confidence interval 0.079-0.892; P=0.032). Conclusion:Compared with aspirin monotherapy, the short-term combination of aspirin and clopidogrel in patients with MIS and tiny UIA may improve the outcome, reduces the recurrence of cerebral ischemic events, and has good safety.

SGLT2 inhibitors currently have clear benefits in the treatment of heart failure whether combined with diabetes or not. Ventricular remodeling after myocardial infarction leads to the occurrence and development of heart failure, and eventually leads to death. There are relatively few studies on SGLT2 inhibitors in patients with myocardial infarction. The purpose of this article is to review the research progress of SGLT2 inhibitors application before and after myocardial infarction.

OBJECTIVE: To assess the association of genomic instability of epithelial cadherin 1 (CDH1) gene and clinicopathological characteristics of gastric cancer. METHODS: In total 120 paraffin-embedded gastric cancer tissue specimen were prepared, and genomic DNA was extracted. The genomic instability of the CDH1 gene was analyzed by immunohistochemistry and silver staining PCR-single-strand conformation polymorphism. RESULTS: The number of information individuals (heterozygotes) was 98 for the D16S752 locus. The detection rates for microsatellite instability (MSI) and loss of heterozygosity (LOH) at the D16S752 locus and the positive rate of CDH1 protein were 19.39%, 16.33% and 51.02%, respectively. The detection rate of MSI in TNM stages I or II was significantly higher than that in stages III or IV (P<0.05) while the detection rate of LOH was significantly lower than that in stages III or IV (P<0.05). The positive rate of CDH1 protein in TNM stages III or IV was significantly lower than that in stages I or II (P<0.05). The detection rate of MSI of cases with lymph node metastasis was significantly lower than that of without lymph node metastasis (P<0.05) while the detection rate of LOH was significantly higher than that without lymph node metastasis (P<0.05). The positive rate of CDH1 protein in patients with lymph node metastasis was significantly lower than that in patients without lymph node metastasis (P<0.05). The positive rate of CDH1 protein in MSI-positive group was significantly higher than that in MSI-negative group (P<0.05), and the positive rate of CDH1 protein in the LOH-positive group was significantly lower than that the LOH-negative group (P<0.05). CONCLUSION The genomic instability of the CDH1 gene is associated with the progression of gastric cancer. MSI at the D16S752 locus may be used as a molecular marker for early gastric cancer, while LOH at this locus mostly occurs in advanced gastric cancer and can be regarded as an effective indicators for malignancy evaluation and prognosis.
Humans ; Stomach Neoplasms/pathology* ; Lymphatic Metastasis ; Cdh1 Proteins/genetics* ; Microsatellite Instability ; Loss of Heterozygosity ; Genomic Instability ; Microsatellite Repeats ; Antigens, CD/genetics* ; Cadherins/genetics*

Sea-air joint search and rescue（SAR）is an effective way for saving pilots in distress. This paper explores the characteristics and requirements of joint SAR for pilots in distress at sea，and in view of the existing problems of maritime SAR，it puts forward countermeasures to improve the sea-air joint SAR capabilities，including establishing a more efficient sea-air joint SAR mechanism，strengthening training in real combat conditions of sea-air joint SAR，and improving the capacity building of SAR special equipment.

Sea-air joint search and rescue（SAR）is an effective way for saving pilots in distress. This paper explores the characteristics and requirements of joint SAR for pilots in distress at sea，and in view of the existing problems of maritime SAR，it puts forward countermeasures to improve the sea-air joint SAR capabilities，including establishing a more efficient sea-air joint SAR mechanism，strengthening training in real combat conditions of sea-air joint SAR，and improving the capacity building of SAR special equipment.

Objective:To explore the clinical predictive effect of the preoperative ratio of C reactive protein to albumin (CAR) on perioperative delirium (POD) in geriatric patients with femoral intertrochanteric fracture.Methods:The clinical data were analyzed retrospectively of the 398 patients who had undergone surgery for femoral intertrochanteric fractures at Department of Orthopedics, Xuanwu Hospital from January 2013 to March 2016. According to the presence or absence of POD, all the patients were divided into 2 groups: a delirium group and a normal group. The 2 groups were compared in terms of general clinical data like gender, age, body mass index, blood routine, CAR, biochemical indicators, blood coagulation indicators and concomitant internal diseases. After a single factor logistic regression analysis of the general clinical data of the patients, factors with P<0.10 were introduced into the multivariate logistic binary regression model to screen out the risk factors for POD in geriatric patients with femoral intertrochanteric fracture. The receiver operating characteristic (ROC) curve was drawn to analyze the predictive value and optimal cut-off point of CAR for POD in geriatric patients with femoral intertrochanteric fracture. Results:The incidence of POD in this cohort was 14.32%(57/398). The age, C-reactive protein, CAR, platelet and probability of pulmonary infection in the delirium group were significantly higher than those in the normal group, but the hemoglobin, albumin and prealbumin in the former were significantly lower than those in the latter ( P< 0.05). The multivariate logistic binary regression analysis showed that hemoglobin ( OR=0.975, 95% CI: 0.957 to 0.993, P=0.006) and CAR( OR=53.713, 95% CI: 17.713 to 162.876, P<0.001) were risk factors for POD in geriatric patients with femoral intertrochanteric fracture. The area under ROC of CAR in predicting POD in geriatric patients with femoral intertrochanteric fracture was 0.906 (95% CI: 0.873 to 0.933, P<0.001), and the cut-off point was 2.06. When CAR>2.06, its predicted incidence of POD was 50.50%, with a sensitivity of 89.47% and a specificity of 85.34%. Conclusion:As CAR is a risk factor for POD in geriatric patients with femoral intertrochanteric fracture, it can be used as an effective indicator to predict POD.

Objective:To explore the influence of lateral patellofemoral joint degeneration on the treatment of anteromedial osteoarthritis of knee joint by Oxford medial unicompartmental knee arthroplasty.Methods:The clinical data of 73 patients (73 knees) with knee osteoarthritis underwent unicompartmental knee arthroplasty at Department of Orthopaedic Surgery, Xuanwu Hospital, Capital Medical University from March 2016 to December 2017 were analysed respectively.There were 18 males and 55 females, aged (68.6±7.5) years(range: 53 to 89 years).The lateral patellofemoral joints of patients were evaluated by Ahlback grading system. Patients with Ahlback 0 andⅠ were in the non degenerative group (37 cases), and those with Ahlback Ⅱ and above were in the degenerative group (36 cases). Hospital for special surgery knee score(HSS) and the Western Ontario and McMaster Universities(WOMAC) osteoarthritis index, as well as the condition of kneeling, sit to stand movement, up stair and down stair were recorded. The data before and after operation were compared by paired sample t test, and the data between groups were compared by independent sample t test. χ 2 test was used for counting data. Pearson correlation analysis was used to compare the correlation between ahlback score, HSS and WOMAC osteoarthritis index. Results:The follow-up time was (35.1±6.6) months (range: 25 to 47 months).The knee function of the patients improved significantly after operation.The HSS score increased from 57.7±11.8 preoperative to 81.8±7.8 postoperative ( t=16.64, P=0.00) and WOMAC osteoarthritis index decreased from 48.9±13.4 preoperative to 15.6±8.8 postoperative ( t=20.48, P=0.00). There was no statistical difference in the change of HSS between the degenerative group and the non-degenerative group before and after surgery(27.5±12.2 vs. 22.5±12.3, t=-1.65, P=0.10) as well as the change of WOMAC osteoarthritis index(31.8±14.0 vs. 36.4±13.7, t=-1.35, P=0.18), but the lateral patellofemoral joint degeneration was related to inability to complete squats (χ 2=5.17, P=0.04) and sitting up (χ 2=7.22, P=0.01). Conclusion:The degeneration of lateral patellofemoral joint has no effect on the early functional recovery of patients with anteromedial knee osteoarthritis after Oxford medial unicompartmental knee arthroplasty.

Objective:To explore the influence of lateral patellofemoral joint degeneration on the treatment of anteromedial osteoarthritis of knee joint by Oxford medial unicompartmental knee arthroplasty.Methods:The clinical data of 73 patients (73 knees) with knee osteoarthritis underwent unicompartmental knee arthroplasty at Department of Orthopaedic Surgery, Xuanwu Hospital, Capital Medical University from March 2016 to December 2017 were analysed respectively.There were 18 males and 55 females, aged (68.6±7.5) years(range: 53 to 89 years).The lateral patellofemoral joints of patients were evaluated by Ahlback grading system. Patients with Ahlback 0 andⅠ were in the non degenerative group (37 cases), and those with Ahlback Ⅱ and above were in the degenerative group (36 cases). Hospital for special surgery knee score(HSS) and the Western Ontario and McMaster Universities(WOMAC) osteoarthritis index, as well as the condition of kneeling, sit to stand movement, up stair and down stair were recorded. The data before and after operation were compared by paired sample t test, and the data between groups were compared by independent sample t test. χ 2 test was used for counting data. Pearson correlation analysis was used to compare the correlation between ahlback score, HSS and WOMAC osteoarthritis index. Results:The follow-up time was (35.1±6.6) months (range: 25 to 47 months).The knee function of the patients improved significantly after operation.The HSS score increased from 57.7±11.8 preoperative to 81.8±7.8 postoperative ( t=16.64, P=0.00) and WOMAC osteoarthritis index decreased from 48.9±13.4 preoperative to 15.6±8.8 postoperative ( t=20.48, P=0.00). There was no statistical difference in the change of HSS between the degenerative group and the non-degenerative group before and after surgery(27.5±12.2 vs. 22.5±12.3, t=-1.65, P=0.10) as well as the change of WOMAC osteoarthritis index(31.8±14.0 vs. 36.4±13.7, t=-1.35, P=0.18), but the lateral patellofemoral joint degeneration was related to inability to complete squats (χ 2=5.17, P=0.04) and sitting up (χ 2=7.22, P=0.01). Conclusion:The degeneration of lateral patellofemoral joint has no effect on the early functional recovery of patients with anteromedial knee osteoarthritis after Oxford medial unicompartmental knee arthroplasty.

The search and rescue system for the person in distress in deep sea operations has the characteristics of high efficiency of joint command, flexible and diverse methods, systematic equipment, and highly targeted training. This article focused on the operation platform of deep sea operations, analyzed the characteristics of accidents in deep sea operations and the requirements of the joint rescue from the aspects of recue force, command, equipment, technology, etc., and put forward a preliminary action plan for constructing the search and rescue system for person in distress in deep sea operations, so as to contribute to the construction of search and rescue system for people in distress in deep sea operations.