Objective: To understand the awareness of chikungunya fever knowledge and its related factors among medical college students in Baise City, so as to provide a scientific basis to offer relevant courses and special education. Methods: From July to August 2025, 7 286 enrolled medical students were selected by a sampling method from a medical college in Baise City to participate in the questionnaire survey. The questionnaire covered epidemiological characteristics, clinical symptoms, and prevention/control knowledge of chikungunya fever. Statistical analyses including the Chi quare test and multivariate Logistic regression models were performed. Results: The overall awareness rate of chikungunya fever knowledge among the medical students was 18.89%. Among the knowledge items, the awareness rate of "the high incidence season" was the highest (84.05%), while that of "the infectious period" was the lowest (17.80%). Multivariate Logistic regression analysis showed that medical students with female (a OR= 1.37 , 95%CI =1.20- 1.57 ), the age for over 25 years old (a OR=1.76, 95%CI =1.05-2.93), whose father had a middle school educational level (a OR=1.18, 95%CI =1.05-1.31), and majored in preventive medicine (a OR=1.54, 95%CI =1.10-1.67) had relatively higher awareness rates of chikungunya fever knowledge (all P <0.05). In contrast, students of Zhuang ethnicity (a OR= 0.87 , 95%CI =0.76-0.98) and majoring in nursing (a OR=0.74, 95%CI =0.61-0.91) or pharmacy (a OR=0.70, 95%CI =0.52-0.95) had relatively lower awareness rates (all P <0.05). Conclusions The awareness rate of chikungunya fever related knowledge among medical college students in Baise City is relatively low. Schools should take targeted publicity measures to improve medical students awareness.

Objective: To explore the non-laboratory factors affecting fibrinogen (Fib) levels, coagulation factor Ⅷ (FⅧ) activity, and the quality inspection pass rate of fresh frozen plasma (FFP), so as to provide scientific guidance for its preparation, storage, clinical transfusion, and quality inspection. Methods: 1) Twenty bags of B-type Rh(D) positive fresh frozen plasma were randomly selected, and FⅧ activity and Fib levels were determined at different storage times. The data were analyzed using the paired t-test, one-way repeated-measures ANOVA, and the Bonferroni post-hoc test. 2) The detection data of FⅧ activity in fresh frozen plasma from January 2022 to September 2025 were retrospectively analyzed using Welch's ANOVA, multiple comparison tests, chi-square test, rank-sum test, Fisher's exact test and other statistical methods. Results: 1) There were statistically significant differences in FⅧ activity at different storage times (P<0.05), while no significant difference was found in Fib levels (P>0.05). FⅧ activity gradually decreased from 0 h to 48 h and remained stable from 48 h to 120 h. 2) There was no statistically significant difference in FⅧ activity between different genders (P>0.05). In contrast, significant differences were observed across age groups (P<0.05), with FⅧ activity rising markedly in individuals aged over 40. Significant differences in FⅧ activity were also identified among different blood groups (P<0.05), with type O showing the lowest activity and type AB the highest. No significant difference in the pass rate of FFP was found between genders (P>0.05). No statistically significant difference in pass rates was observed across different age groups when stratified by blood type (P>0.05), whereas significant differences in pass rates among different blood types were identified when stratified by age (P<0.05). These differences were found in the 29-39 years and 40-50 years age groups. Conclusion: 1) FⅧ activity in FFP declines rapidly within 48 hours and should be transfused as early as possible. From 48 to 120 hours, FⅧ activity tends to stabilize and remains above 50%, still meeting the requirements for hemostasis. 2) Blood type and age are influencing factors of FⅧ activity in FFP, with the activity ranked as type AB>type B>type A>type O, blood donors aged over 40 show higher FⅧ activity. Gender is not a factor affecting FⅧ activity, although females have higher levels than males. The correlation between blood group and the quality-inspection pass rate of FFP is affected by age stratification. Differences among blood groups and age groups should be considered during the quality control of blood products.

AIM: To investigate the efficacy of Yangyin Yiqi Decoction combined with polyethylene glycol eye drops on dry eye disease after cataract surgery and its effect on inflammatory factors in tears.METHODS:Prospective study. A total of 104 patients(104 eyes)with dry eye disease after cataract surgery admitted to our hospital from April 2022 to March 2024 were selected and randomly divided into two groups: 52 cases(52 eyes)in the control group were treated with polyethylene glycol eye drops; 52 cases(52 eyes)in the combined group were treated with Yangyin Yiqi Decoction combined with polyethylene glycol eye drops. The dry eye symptom score, tear film stability index, tear inflammatory factor level, ocular surface disease index score(OSDI)and clinical efficacy of the two groups were compared before and after treatment.RESULTS:There were 6 cases(6 eyes)lost to follow-up, and 3 cases(3 eyes)were lost to follow-up in each group, with a loss to follow-up rate of 5.8%. The total effective rate of treatment in the combination group was significantly higher than that in the control group(94% vs 80%, P=0.037), and the Schirmer I test(SIt)and tear film break-up time(BUT)were higher than those in the control group(all P<0.05), and the dry eye symptom score, corneal fluorescein staining(FL)score, IL-1β, TNF-α, hs-CRP levels in tears and OSDI score were lower than those in the control group(all P<0.05).CONCLUSION:The combination of Yangyin Yiqi Decoction and polyethylene glycol eye drops provides an effective treatment plan for patients with dry eye disease after cataract surgery. It can effectively alleviate dry eye symptoms, reduce eye discomfort, improve tear film stability and ocular surface status, and reduce inflammatory factors in tears.

Objective: To investigate the spatio-temporal clustering characteristics of influenza in Ningxia Hui Autonomous Region from 2014 to 2023, so as to provide the basis for strengthening influenza prevention and control. Methods: Data pertaining to influenza cases reported in Ningxia Hui Autonomous Region from 2014 to 2023 were retrieved from the Infectious Disease Surveillance System of the Chinese Disease Prevention and Control Information System, including age, sex, current residence, onset date, and reporting date. The seasonal incidence of influenza was analyzed using seasonal index. The spatio-temporal clustering characteristics of influenza were identified using spatial autocorrelation analysis and spatio-temporal scan analysis. Results: A total of 20 377 influenza cases were reported in Ningxia Hui Autonomous Region from 2014 to 2023, with a male-to-female ratio of 1.15∶1. The majority were children under 15 years, with 10 950 cases accounting for 53.74%. Influenza was highly prevalent in January, February, March, and December, with seasonal indices of 219.06%, 111.00%, 246.65%, and 366.24%, respectively. The average annual reported incidence was 29.55/100 000, among which Pengyang County, Jinfeng District, Dawukou District, Xiji County, and Litong District had higher average annual reported incidence, at 63.99/100 000, 55.71/100 000, 55.70/100 000, 49.49/100 000, and 49.04/100 000, respectively. Spatial autocorrelation analysis showed that in 2023, there was spatial clustering of influenza cases in Ningxia Hui Autonomous Region (Moran's I=0.333, P<0.05), with a high-high cluster in Jingyuan County, while in other years, the distribution of influenza cases was random (all P>0.05). Spatio-temporal scan analysis showed that from 2014 to 2023, there were four space-time clusters in Ningxia Hui Autonomous Region, including one type Ⅰ cluster in Hongsibao District of Wuzhong City, with the clustering period from January 20 to 26, 2014; and three type Ⅱ clusters, mainly in January, February, March and December, covering one area in Shizuishan City, five areas in Guyuan City, one area in Zhongwei City, three areas in Wuzhong City, and four areas in Yinchuan City. Conclusions From 2014 to 2023, children under 15 years were the primary population affected by influenza in Ningxia Hui Autonomous Region, with distinct spatio-temporal distribution characteristics. The peak incidence occurred during the winter and spring seasons, and the main clustering areas were in the southern regions.

Artificial intelligence (AI), particularly deep learning, has demonstrated remarkable performance in medical imaging across a variety of modalities, including X-ray, computed tomography (CT), magnetic resonance imaging (MRI), ultrasound, positron emission tomography (PET), and pathological imaging. However, most existing state-of-the-art AI techniques are task-specific and focus on a limited range of imaging modalities. Compared to these task-specific models, emerging foundation models represent a significant milestone in AI development. These models can learn generalized representations of medical images and apply them to downstream tasks through zero-shot or few-shot fine-tuning. Foundation models have the potential to address the comprehensive and multifactorial challenges encountered in clinical practice. This article reviews the clinical applications of both task-specific and foundation models, highlighting their differences, complementarities, and clinical relevance. We also examine their future research directions and potential challenges. Unlike the replacement relationship seen between deep learning and traditional machine learning, task-specific and foundation models are complementary, despite inherent differences. While foundation models primarily focus on segmentation and classification, task-specific models are integrated into nearly all medical image analyses. However, with further advancements, foundation models could be applied to other clinical scenarios. In conclusion, all indications suggest that task-specific and foundation models, especially the latter, have the potential to drive breakthroughs in medical imaging, from image processing to clinical workflows.
Humans ; Artificial Intelligence ; Deep Learning ; Diagnostic Imaging/methods* ; Magnetic Resonance Imaging ; Tomography, X-Ray Computed ; Positron-Emission Tomography

Objective To explore the occurrence and influencing factors of MODS in elderly pa-tients with SAH.Methods A retrospective analysis was conducted on 187 elderly SAH patients admitted in the Second Affiliated Hospital of Guizhou Medical University from January 2021 to June 2024.According to the presence or absence of MODS,they were divided into MODS group(81 cases)and non-MODS group(106 cases).Their general clinical data were compared between the two groups.Multivariate logistic regression analysis was used to identify the risk factors for MODS in elderly SHA patients.ROC curve analysis was applied to evaluate the predictive value of the major risk factors for MODS in the patients.Results The MODS group had significantly ad-vanced age,larger proportion of modified Fisher grades Ⅲ—Ⅳ,higher APACHE Ⅱ score,and in-creased FPG level than the non-MODS group(P＜0.05,P＜0.01).Multivariate logistic regression analysis showed that APACHE Ⅱ score(OR=1.108,95％CI:1.070-1.148,P=0.000)and mo-dified Fisher grade(OR=1.143,95％CI:1.095-1.194,P=0.000)were independent risk factors for MODS in elderly SAH patients.ROC curve analysis suggested that the AUC value of APACHE Ⅱ score,modified Fisher grade and their combination in predicting the occurrence of MODS in elderly SAH patients was 0.809,0.737 and 0.880,respectively,with a sensitivity of 59.35％,88.93％and 84.02％,and a specificity of 88.73％,58.52％and 81.15％,respectively.The combined detection showed better predictive performance than the indicator alone(P＜0.01).Con-clusion The incidence of MODS is quite high in elderly patients with SAH.APACHE Ⅱ score and modified Fisher grade are the main risk factors affecting the occurrence of MODS.

Objective To analyze the feasibility of probiotics in delaying the progression of early Alzheimer's disease(AD)based on the changes of brain-gut-microbiota axis factors.Methods A total of 100 patients with early AD who visited Shaoxing 7th People's Hospital from December 2023 to December 2024 were selected and divided into control group(40 cases)and study group(60 cases)based on different treatment methods.The control group was treated with donepezil hydrochloride,while study group was treated with donepezil hydrochloride combined with probiotic preparations.The cognitive function,daily living ability,intestinal flora,and relative expression levels of brain-gut-microbiota axis factors,interleukin(IL)-6,tumor necrosis factor-α(TNF-α),5-hydroxytryptamine(5-HT),γ-aminobutyric acid(GABA),and lipopolysaccharide(LPS)/Toll-like receptor 4(TLR4)/nuclear factor-KB(NF-κB)axis factors were compared before and after treatment in both groups.The clinical efficacy and prognosis monitoring results were also compared.Results The total effective rate and the proportion of patients with a clinical dementia rating score of 0 in study group were higher than those in control group(P＜0.05).The cognitive function and daily living ability scores in study group were higher than those in control group(P＜0.05).The copy numbers of lactobacillus and bifidobacterium in study group were higher than those in control group,while the copy numbers of enterococcus and escherichia coli were lower(P＜0.05).The relative expression levels of amyloid-β protein 1-42,IL-6,TNF-α,TLR4,and NF-κB in study group were lower than those in control group,and the levels of 5-HT and GABA were higher(P＜0.05).Conclusion Probiotics can delay the progression of early AD patients and improve clinical efficacy.It is speculated that the mechanism of action may be related to regulating the brain-gut-microbiota axis-mediated LPS/TLR4/NF-κB pathway to restore the intestinal microecology and alleviate neurological inflammation.

Objective To explore the diagnosis and treatment strategies for elderly patients with ground-glass opacity (GGO). Methods The imaging features and postoperative pathological findings of the elderly patients with pulmonary GGO receiving surgery in our hospital from 2017 to 2019 were retrospectively analyzed. The patients were divided into an elderly patient group and a non-elderly patient group based on their age. Results Finally 575 patients were included in the study. There were 281 elderly patients, including 83 males and 198 females, with an average age of (67.0±5.3) years. There were 294 non-elderly patients, including 88 males and 206 females, with an average age of (49.1±7.3) years. Compared with the non-elderly patients, elderly GGO patients showed the following distinct clinical features: long observation time for lesions (P=0.001), high proportion of rough edges of GGO (P<0.001), significant pleural signs (P＜0.001) and bronchial signs (P＜0.001), and high proportion of type Ⅱ-Ⅳ GGO (P<0.001), lobectomy type (P=0.013), and invasive lesions reported in postoperative pathology (P<0.001). There was no statistical difference in the average hospital stay between the two groups (P=0.106). Multivariate logistic regression analysis showed that GGO diameter and GGO type were the main factors affecting the operation. Observation time, GGO diameter, GGO type and pleural signs were the main influencing factors for postoperative pathological infiltrative lesions. The cut-off value of GGO diameter in predicting infiltrating lesions was 10.5 mm in the elderly patients group. Conclusion The size and type of GGO are important factors in predicting invasive lesions and selecting surgical methods. Elderly patients with radiographic manifestations of type Ⅱ-Ⅳ GGO lesions with a diameter greater than 10.5 mm should be closely followed up.

Objective To construct and implement a swallowing disorder assessment and management program for tracheal intubated patients after extubation based on the 4R crisis management theory,providing standardized and scientific interventions for oral feeding.Methods Utilizing the expert meeting method with the 4R crisis management theory framework,a swallowing disorder assessment and management program was developed for post-extubation tracheal intubated patients.A convenience sampling method was employed to select patients with tracheal intubations treated from July to December 2023 in the emergency ICU,central ICU,and cardiovascular surgery ICU of a tertiary hospital in Zhejiang Province.The patients treated from October to December were assigned to an experimental group(n=68),while those treated from July to September were designated as a control group(n=58).The experimental group received the 4R crisis management-based intervention,whereas the control group received standard ICU assessment and management.Outcomes indicators included the incidence of post-extubation swallowing disorders,time to first oral intake,incidence of aspiration during initial feeding,nasogastric and nasointestinal tube placement duration,incidence of aspiration pneumonia during hospitalization,re-intubation rates,ICU readmission rates,ICU stay duration,and total hospitalization days.Results Of the initially recruited subjects,68 in the experimental group and 54 in the control group were included in the final analysis.After the intervention,the experimental group exhibited significantly lower rates of post-extubation swallowing disorders,shorter time to first liquid oral intake,aspiration incidence during first feeding,shorter durations of nasogastric and nasointestinal tube placement,aspiration pneumonia,ICU readmission compared to the control group(P＜0.05).No significant differences were observed between the groups in time to first regular oral intake,re-intubation rates(P＞0.05).Conclusion The risk management program for dysphagia following tracheal extubation based on the 4R crisis management theory is scientifically robust and safe,offering a valuable reference for clinical assessments and management of swallowing and eating post-extubation in tracheal intubated patients.

Objective To investigate the current status and barriers to implementing non-accompanied care services in medical institutions in Zhejiang Province,and to provide a basis for the improvement of standardized management of such services.Methods A self-designed questionnaire was conducted from September to October 2024 among all secondary and tertiary medical institutions in Zhejiang Province to assess the implementation status and barriers to non-accompanied care services.Results A total of 397 questionnaires were distributed,with 389 valid responses,yielding a valid response rate of 97.98％.Non-accompanied care services were implemented in 118 institutions(30.33％).Among these,90 institutions(76.27％)had established management systems for non-accompanied wards;71 institutions(60.17％)had a medical nursing assistant-to-bed ratio lower than 1∶5;41 institu-tions(34.75％)provided tiered training for medical nursing assistants;93 institutions(78.81％)required patients to bear the full cost of the service.Compared with secondary medical institutions,tertiary medical institutions have more complete management system for non-accompanied care services.The main obstacles hindering the development of non-accompanied care services include an imperfect management system for non-accompanied wards,a shortage of medical nursing assistants,a lack of standardized training for such assistants,inconsistent charging standards,and low acceptance among patients and their families.Conclusion The promotion of non-accompanied care services in medical institutions in Zhejiang Province has achieved initial success.However,challenges persist,including incomplete management systems,uneven development across hospital tiers,and imperfect charging mechanisms.It is recommended that relevant authorities strengthen policy support,enhance standardized training for healthcare nursing assistants,refine cost-sharing mechanisms,and improve the quality and sustainability of non-accompanied care services through multi-party collaboration.