1.NLUS-VQA: construction and evaluation of a visual question answering model for neonatal lung ultrasound diagnosis
Xuming TONG ; Jiangang CHEN ; Yiran WANG ; Xiqing ZHAO ; Yanhong YUAN ; Zishuo WANG ; Peng JIANG ; Qingyao XIONG ; Renxing LI ; Xueli WANG ; Jing LIU
Chinese Journal of Perinatal Medicine 2025;28(11):917-928
Objective:To develop and evaluate a medical visual question answering (VQA) model for neonatal lung ultrasound (LUS) images to enhance intelligent auxiliary diagnosis of neonatal pulmonary diseases.Methods:Using data from neonates admitted to Beijing Obstetrics and Gynecology Hospital, Capital Medical University (January 2023 to December 2024), an image-question-answer dataset comprising 251 LUS images was constructed [43 pneumonia (17.1%), 42 neonatal respiratory distress syndrome (16.7%), 83 transient tachypnea (33.1%), and 83 normal (33.1%) images] with a four-tier medical question-answer framework. Building upon the Qwen2.5-VL-7B base model and integrating LoRA fine-tuning with chain-of-thought prompting, we developed the NLUS-VQA model to enhance visual-language semantic alignment and enable stepwise clinical reasoning, achieving efficient small-sample adaptation. Model performance was comprehensively assessed through natural language generation metrics (BLEU-4, ROUGE-1/2/L), qualitative evaluation of characteristic recognition, and clinical consistency analysis.Results:(1) Quantitative evaluation demonstrated that NLUS-VQA achieved scores of 22.38 (BLEU-4), 48.26 (ROUGE-1), 22.40 (ROUGE-2), and 37.20 (ROUGE-L), representing significant improvements over baseline models. (2) Qualitatively, the model exhibited strong performance in identifying lung consolidation, coalescent B-lines, and snowflake signs, with its chain-of-thought strategy enhancing clinical interpretability and answer accuracy. (3) Clinically, NLUS-VQA achieved a Cohen's Kappa coefficient of 0.78 and diagnostic accuracy of 80.8% (21/26), indicating substantial agreement with clinical experts.Conclusion:The NLUS-VQA model demonstrates robust interpretability in recognizing key sonographic patterns (e.g. lung consolidation, confluent B-lines, and snowflake signs), providing a scalable framework for small-sample medical image analysis, though diagnostic performance on complex conditions remains limited by dataset scale and minority class representation.
2.Effect of the Otago Exercise Program on Activities of Daily Living in Older Adults With Sarcopenia
Yuxiang LIANG ; Renjie WANG ; Jiaojiao JIANG ; Liqiong WANG ; Long ZHANG ; Xueli CHUN ; Quan WEI
Journal of Sichuan University (Medical Sciences) 2025;56(2):543-548
Objective To explore the effects of the Otago Exercise Program(OEP)on activities of daily living,muscle strength,balance,and physical function in older adults with sarcopenia,to compare OEP with conventional exercise training,and to provide a basis for clinical rehabilitation programs for older adults with sarcopenia.Methods In this randomized controlled trial,120 older adults clinically diagnosed with sarcopenia were enrolled.The participants were randomly assigned to the OEP intervention group(experimental group)and the conventional exercise intervention group(control group),with 60 in each group.The experimental group underwent 12 weeks of OEP training,three times a week,with each session lasting 45 minutes.The control group underwent conventional exercise training following the same schedule.The Modified Barthel Index was used as the primary outcome measure to assess activities of daily living.Secondary outcome measures included muscle strength,gait stability,dynamic balance,and physical function status,evaluated using grip strength,6-meter walking speed,the Timed Up and Go Test(TUGT),and the Short Physical Performance Battery(SPPB).Results A total of 120 older adults with sarcopenia were included.The mean age of the participants was(80.17±8.48)years.Baseline data before treatment showed no statistically significant differences between the two groups.Both groups completed the treatment within 12 weeks without experiencing any adverse events.The baseline data for the experimental group were as follows,MBI at(67.00±22.76)points,hand grip strength at(15.29±4.94)kg,gait speed at(0.61±0.26)m/s,TUGT time at(15.05±6.74)s,and SPPB score at(6.17±1.40)points,while the corresponding post-intervention findings were as follows,(78.72±15.83)points,(17.67±5.83)kg,(0.77±0.28)m/s,(13.49±6.16)s,and(9.25±1.71)points,respectively.The experimental group showed improvements in all measures from baseline to post-intervention(P<0.05 for all measures).As for the control group,the baseline data for the corresponding measures were as follows,(67.20±22.12)points,(15.00±5.35)kg,(0.58±0.23)m/s,(17.29±6.90)s,and(6.00±1.24)points,respectively.The post-intervention findings increased to(71.13±20.28)points,(15.47±5.72)kg,(0.64±0.28)m/s,(16.50±6.99)s,and(6.73±1.61)points,respectively,but the changes were not statistically significant(P>0.05).Furthermore,an intergroup comparison of intervention effects(post-intervention minus preintervention)revealed significant differences in mean changes from baseline.The experimental group demonstrated improvements of(+11.72±6.32)points in modified Barthel Index,(+11.72±6.32)kg in grip strength,(+0.16±0.09)m/s in gait speed,(—1.56±1.32)s in TUGT time,and(—1.56±1.32)points in SPPB score.In contrast,the control group showed smaller changes of(+3.93±5.65)points,(+0.47±1.37)kg,(+0.06±0.07)m/s,(—0.79±1.54)s,and(+0.73±1.12)points,respectively(all P<0.05).Intergroup comparisons revealed superior outcomes in the experimental group across all measures.Conclusion OEP significantly enhances activities of daily living,improves muscle strength,balance,and physical function in older adults,and is more effective than conventional rehabilitation exercise programs,making it suitable for extensive clinical application.
3.Investigation of Effect of Different Drying Conditions on Appearance Characteristics and Internal Indicators of Pinelliae Rhizoma Based on Standardization
Suqing LIU ; Xueli ZHANG ; Jing ZHANG ; Cong YANG ; Changfu YANG ; Jun YU ; Bingpeng ZHENG ; Huiwu LI ; Yanhua JIANG ; Chang LIN
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(16):208-215
ObjectiveTo explore the effect of different drying conditions on the appearance and intrinsic quality indicators of Pinelliae Rhizoma for screening suitable drying conditions, so as to provide reference for its standardized production and quality evaluation. MethodsDifferent dried samples of Pinelliae Rhizoma were prepared by lime-assisted sweating method and intermittent drying method. Visual analysis was employed to measure the color brightness values(L*) of the surface, cross-section and powder of the samples, texture analyzer was used to determine the hardness of the samples under different drying conditions. The total starch content was calculated by measuring the contents of amylose and amylopectin in the samples with ultraviolet-visible spectroscopy. High performance liquid chromatography(HPLC) was used to determine the contents of seven nucleoside components(uracil, hypoxanthine, uridine, inosine, guanosine, β-thymidine and adenosine) in the samples. Pearson correlation analysis was conducted to explore the correlation between the external characteristics and intrinsic indicators of the different dried samples. Principal component analysis(PCA) was used to comprehensively rank the data of various indicators, and partial least squares-discriminant analysis(PLS-DA) was used to screen differential components with variable importance in the projection(VIP) value>1. Furthermore, the difference between the optimal drying condition for Pinelliae Rhizoma and the traditional sun-drying method was explored by independent samples t-test. ResultsWith the increase of temperature, the color of the intermittently dried samples gradually deepened, while their hardness gradually decreased. Concurrently, the contents of extract, total starch, uridine and adenosine exhibited an upward trend, whereas the contents of uracil, hypoxanthine and inosine displayed a downward trajectory. Compared with the intermittent drying group, the content of extract in the samples subjected to lime-assisted sweating increased. With the increase of lime dose, the hardness and the total content of nucleoside components in the samples showed a downward trend, while the total starch content showed an upward trend. Correlation analysis showed that the comprehensive score of L* was negatively correlated with the contents of uracil, hypoxanthine and inosine, and positively correlated with the contents of uridine, guanosine and adenosine. Hardness was negatively correlated with adenosine content, and positively correlated with the contents of inosine, uracil and hypoxanthine. Through comprehensive consideration and comprehensive score of principal components, the method of 5% lime-mixed sweating for 6 days emerged as the top-ranking approach. Except for the extract, the results of independent samples t-test showed that there was no significant difference between the 5% lime-mixed sweating for 6 days and the traditional sun-drying in terms of other content indicators. ConclusionThe whiteness and firmness of Pinelliae Rhizoma exhibit significant correlations with its chemical composition, while uridine, uracil, guanosine, adenosine and inosine are the key constituents responsible for the quality difference of Pinelliae Rhizoma under different drying conditions. The lime-assisted sweating method optimized in this study can be proposed as a viable alternative to the traditional sun-drying method. This method not only ensures the quality of the medicinal material but also effectively reduces the drying time and prevents mold contamination, which provides a valuable reference for the standardization of drying conditions and the establishment of quality evaluation criteria for Pinelliae Rhizoma.
4.Journey map of health management for patients with disability caused by accidental trauma from the perspective of social ecosystem theory
Hengchang CAO ; Lili JIANG ; Yangchun ZHANG ; Feng CHEN ; Zheng ZHOU ; Xueli JI
Chinese Journal of Modern Nursing 2025;31(35):4761-4769
Objective:To develop a journey map for health management of patients with disability caused by accidental trauma from the social ecosystem theory perspective, so as to gain deeper insights into their actual needs during medical treatment and rehabilitation.Methods:The descriptive qualitative research was adopted. Purposeful sampling was employed to select patients with disability caused by accidental trauma admitted to the Trauma Center of the Department of Emergency and Critical Care Medicine at the First Affiliated Hospital with Nanjing Medical University between April and May 2024 for semi-structured interviews. Traditional content analysis method was employed to analyze the interview data.Results:From three dimensions of microsystem, mesosystem, and macrosystem, the needs and potential issues of medical treatment at different stages of the health management process for patients with disability caused by accidental trauma were analyzed, forming a patient journey map.Conclusions:Patients with disability caused by accidental trauma face prolonged periods of medical treatment, rehabilitation, and lifestyle readjustment, imposing significant burdens on themselves, their caregivers, and their families. Healthcare providers may proactively engage with patients based on their current and potential issues and needs, offer specialized guidance at critical junctures and meet the need of patients for continuity of care, thereby improving patients' quality of life and overall health outcomes.
5.Bibliometrics analysis of wound healing after tooth extraction
Xueli WAN ; Xiaorong ZHOU ; Wenqiang JIANG ; Yanjun DIAO ; Xian LIU ; Yongle SHI
Journal of Practical Stomatology 2025;41(1):118-125
Tooth extraction is one of the most common procedures in oral surgery.Poor wound healing is a common problem after tooth extraction.Poor wound healing may not only lead to eating difficulties and impaire psychological health,but also increase the difficulty and cost of treatment,prolong the treatment period and lead to osteonecrosis of the jaw in severe cases.Currently,there is a lack of systematic integration and evaluation of domestic and international studies related to post-extraction wound healing.In this study VOSviewer,Bibliometrix and CiteSpace software were used to econometrically analyse the literature on post-extraction wound healing from 2013 to 2023,with the aim of providing a reference for developing more scientific and systematic strategies for post-ex-traction wound management and prevention of the complications.
6.Journey map of health management for patients with disability caused by accidental trauma from the perspective of social ecosystem theory
Hengchang CAO ; Lili JIANG ; Yangchun ZHANG ; Feng CHEN ; Zheng ZHOU ; Xueli JI
Chinese Journal of Modern Nursing 2025;31(35):4761-4769
Objective:To develop a journey map for health management of patients with disability caused by accidental trauma from the social ecosystem theory perspective, so as to gain deeper insights into their actual needs during medical treatment and rehabilitation.Methods:The descriptive qualitative research was adopted. Purposeful sampling was employed to select patients with disability caused by accidental trauma admitted to the Trauma Center of the Department of Emergency and Critical Care Medicine at the First Affiliated Hospital with Nanjing Medical University between April and May 2024 for semi-structured interviews. Traditional content analysis method was employed to analyze the interview data.Results:From three dimensions of microsystem, mesosystem, and macrosystem, the needs and potential issues of medical treatment at different stages of the health management process for patients with disability caused by accidental trauma were analyzed, forming a patient journey map.Conclusions:Patients with disability caused by accidental trauma face prolonged periods of medical treatment, rehabilitation, and lifestyle readjustment, imposing significant burdens on themselves, their caregivers, and their families. Healthcare providers may proactively engage with patients based on their current and potential issues and needs, offer specialized guidance at critical junctures and meet the need of patients for continuity of care, thereby improving patients' quality of life and overall health outcomes.
7.Bibliometrics analysis of wound healing after tooth extraction
Xueli WAN ; Xiaorong ZHOU ; Wenqiang JIANG ; Yanjun DIAO ; Xian LIU ; Yongle SHI
Journal of Practical Stomatology 2025;41(1):118-125
Tooth extraction is one of the most common procedures in oral surgery.Poor wound healing is a common problem after tooth extraction.Poor wound healing may not only lead to eating difficulties and impaire psychological health,but also increase the difficulty and cost of treatment,prolong the treatment period and lead to osteonecrosis of the jaw in severe cases.Currently,there is a lack of systematic integration and evaluation of domestic and international studies related to post-extraction wound healing.In this study VOSviewer,Bibliometrix and CiteSpace software were used to econometrically analyse the literature on post-extraction wound healing from 2013 to 2023,with the aim of providing a reference for developing more scientific and systematic strategies for post-ex-traction wound management and prevention of the complications.
8.NLUS-VQA: construction and evaluation of a visual question answering model for neonatal lung ultrasound diagnosis
Xuming TONG ; Jiangang CHEN ; Yiran WANG ; Xiqing ZHAO ; Yanhong YUAN ; Zishuo WANG ; Peng JIANG ; Qingyao XIONG ; Renxing LI ; Xueli WANG ; Jing LIU
Chinese Journal of Perinatal Medicine 2025;28(11):917-928
Objective:To develop and evaluate a medical visual question answering (VQA) model for neonatal lung ultrasound (LUS) images to enhance intelligent auxiliary diagnosis of neonatal pulmonary diseases.Methods:Using data from neonates admitted to Beijing Obstetrics and Gynecology Hospital, Capital Medical University (January 2023 to December 2024), an image-question-answer dataset comprising 251 LUS images was constructed [43 pneumonia (17.1%), 42 neonatal respiratory distress syndrome (16.7%), 83 transient tachypnea (33.1%), and 83 normal (33.1%) images] with a four-tier medical question-answer framework. Building upon the Qwen2.5-VL-7B base model and integrating LoRA fine-tuning with chain-of-thought prompting, we developed the NLUS-VQA model to enhance visual-language semantic alignment and enable stepwise clinical reasoning, achieving efficient small-sample adaptation. Model performance was comprehensively assessed through natural language generation metrics (BLEU-4, ROUGE-1/2/L), qualitative evaluation of characteristic recognition, and clinical consistency analysis.Results:(1) Quantitative evaluation demonstrated that NLUS-VQA achieved scores of 22.38 (BLEU-4), 48.26 (ROUGE-1), 22.40 (ROUGE-2), and 37.20 (ROUGE-L), representing significant improvements over baseline models. (2) Qualitatively, the model exhibited strong performance in identifying lung consolidation, coalescent B-lines, and snowflake signs, with its chain-of-thought strategy enhancing clinical interpretability and answer accuracy. (3) Clinically, NLUS-VQA achieved a Cohen's Kappa coefficient of 0.78 and diagnostic accuracy of 80.8% (21/26), indicating substantial agreement with clinical experts.Conclusion:The NLUS-VQA model demonstrates robust interpretability in recognizing key sonographic patterns (e.g. lung consolidation, confluent B-lines, and snowflake signs), providing a scalable framework for small-sample medical image analysis, though diagnostic performance on complex conditions remains limited by dataset scale and minority class representation.
9.Vedolizumab-associated lung toxicity:a case report and literature analysis
Yu LIANG ; Xueli DING ; Jun WU ; Xianghua QUAN ; Jun ZHAO ; Chuanzhou ZHANG ; Man JIANG
China Pharmacy 2024;35(20):2552-2558
OBJECTIVE To introduce a case of interstitial pneumonia induced by vedolizumab (VDZ), summarize and analyze the characteristics of the occurrence of VDZ-associated lung toxicity, and provide a reference for the clinically safe use of drugs. METHODS From the perspective of clinical pharmacists, the diagnosis and treatment of a case of VDZ-induced interstitial pneumonia were retrospectively analyzed, and the association of adverse drug reactions (ADR) was analyzed. Retrieving from Chinese and English databases such as CNKI, VIP, PubMed and Web of Science, case reports of VDZ-associated lung toxicity were summarized and analyzed. RESULTS The patient developed interstitial pneumonia during the use of VDZ and empirical anti- infective therapy with antibiotics was ineffective. After withdrawal of VDZ and treatment with methylprednisolone, symptoms and imaging examinations improved, but interstitial pneumonia still existed. According to Naranjo’s ADR evaluation scale and based on China Adverse Drug Reaction Reporting and Monitoring Manual, the association between VDZ and interstitial pneumonia was “very likely”. Results of the literature analysis showed that among 29 involved patients (including the patient reported in this article), there were 19 males and 10 females, with an average age of (49.24±17.06) years. Lung toxicity mainly included VDZ- associated pneumonia, eosinophilic pneumonia, pulmonary granulomas or necrobiotic nodules, interstitial lung injury, etc., which mostly occurred ≤24 weeks after medication (58.62%). The main clinical manifestations included cough, dyspnea and fever. The vast majority of patients improved or recovered after drug withdrawal and/or glucocorticoid treatment, but one patient died of respiratory failure. CONCLUSIONS Lung toxicity is a rare ADR of VDZ with insidious onset and nonspecific symptoms. Once patients experience symptoms such as cough and dyspnea, early diagnosis,timely drug withdrawal,and symptomatic treatment measures such as glucocorticoid should be taken to ensure medication safety.
10.Experience in eliminating the mother-to-child transmission of hepatitis B virus in China
Yali LUO ; Wei WANG ; Yuchen PAN ; Jing JIANG ; Hanlong ZHENG ; Xueli WU ; Hui CHEN ; Shiben ZHU ; Jinlin HOU
Journal of Clinical Hepatology 2024;40(11):2145-2151
Reducing the mother-to-child transmission of hepatitis B virus(HBV)is crucial for achieving HBV elimination.Launched in July 2015 at the Great Hall of the People in Beijing,China,the"Zero Hepatitis B Mother-to-Child Transmission Project"(Shield Project)is a public welfare initiative integrating scientific prevention and applied research and aims to perform standardized management of pregnant women with hepatitis B using the mobile application of"Shield Project",in order to further reduce or eliminate the mother-to-child transmission of HBV.At present,the Shield Project has expanded nationwide,offering detailed implementation strategies,successful practices,and reliable data to support the global effort to eliminate the mother-to-child transmission of HBV.This article introduces the implementation strategies and outcomes of the Shield Project in four representative cases,in order to provide strong evidence for further understanding and preventing the mother-to-child transmission of HBV.

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