1.Accuracy of large language models for answering pediatric preventive dentistry questions
GUAN Boyan ; XU Minghe ; ZHANG Huiqi ; MA Shulei ; ZHANG Shanshan ; ZHAO Junfeng
Journal of Prevention and Treatment for Stomatological Diseases 2025;33(4):313-319
Objective:
To evaluate and compare the accuracy of responses to pediatric preventive dentistry-related questions between the domestic large language model, ChatGLM-6B, and the international large language model, ChatGPT-3.5, in order to provide insights for further research and development of domestic language models in the field of oral medicine.
Methods:
A total of 100 common pediatric preventive dentistry questions of varying difficulty levels [basic (n = 35), intermediate (n = 35), and advanced (n = 30) ] were provided by pediatric preventive dentistry experts. Two doctors independently registered these questions with ChatGPT-3.5 and ChatGLM-6B and collected the answers. A cohort of 16 dentists assessed responses generated by ChatGLM-6B and ChatGPT-3.5 using a predefined 3-point Likert scale. The average score of the ratings from 16 doctors was taken as the answer score. If the answer score was higher than 2.8, it was accepted as a accurate answer; if the score was lower than 1.4, it was accepted as an inaccurate answer; if the score was between 1.4 and 2.8, it was accepted as a partially accurate answer. Comparative analysis was conducted on the accuracy rates and evaluation outcomes between the two groups. Consistency analysis of the ratings was conducted
Results:
The answer accuracy rates of ChatGPT-3.5 and ChatGLM-6B for 100 pediatric preventive dentistry questions were comparable: ChatGPT-3.5 demonstrated 68% accurate, 30% partially accurate, and 2% inaccurate responses, while ChatGLM-6B showed 67% accurate, 31% partially accurate, and 2% inaccurate responses, with no statistically significant differences (P>0.05). Both models exhibited equivalent accuracy across questions of varying difficulty levels (basic, intermediate, advanced), showing no statistical differences (P>0.05). The overall average scores for ChatGPT3.5 and ChatGLM-6B in answering all questions were both 2.65, with no statistically significant difference (P>0.05). For questions of different difficulty levels, ChatGPT3.5 had an average score of 2.66 for basic questions while ChatGLM-6B had an average score of 2.70. For intermediate questions, ChatGPT3.5 had an average score of 2.63 and ChatGLM-6B had an average score of 2.64. For advanced questions, ChatGPT3.5 had an average score of 2.68, and ChatGLM-6B had an average score of 2.61. No statistically significant differences were observed across any difficulty category (P>0.05). The consistency of the experts’ grading ranged from fair to moderate.
Conclusion
This study demonstrates the potential of both ChatGLM-6B and ChatGPT-3.5 in answering pediatric preventive dentistry questions. ChatGLM-6B performed similarly to ChatGPT-3.5 in this field, but the accuracy rates of both models fell short of expectations and are not suitable for clinical use. Future efforts should focus on improving the accuracy and consistency of large language models in providing medical information, as well as developing specialized medical models for the field of oral medicine.
2.Progress of research on epidemiological characteristics of hospital-associated infections in elderly patients and prevention and control strategies
Danping YIN ; Shulei LIU ; Maoyun XU
Chinese Journal of Nosocomiology 2025;35(18):2866-2870
This article outlines the current situation and characteristics of hospital-associated infections in elderly patients so as to reveal multiple influencing factors for the high prevalence of hospital-associated infection among the elderly patients,analyze the potential outcomes induced by the infections and observe the influence on progno-sis.The risk assessment tools were explored and stressed on their core status in monitoring of infections,risk management and quality control.The individualized prevention and control programs targeting at the elderly patients with hospital-associated infections were proposed,including precise management of antibiotics,immune regulation and multidisciplinary collaboration,which stress on the kye value of health care workers in carrying out the evidence-based prevention and control measures and evaluate the interventional effectiveness through process-outcome dual indexes so as to provide systematic solutions for reducing the risk of hospital-associated infection in the elderly patients.
3.Electroencephalography Characteristics of Patients with Knee Osteoarthritis Based on Dynamic Balance Tests
Bojian YANG ; Shulei XU ; Kuan ZHANG ; Haohua ZHANG ; Songhua YAN
Journal of Medical Biomechanics 2025;40(2):271-277
Objective To explore the electroencephalography(EEG)characteristics of patients with knee osteoarthritis(KOA)which are different from those of healthy subjects during dynamic balance tests,and study the connection and influence between brain activity and KOA.Methods Fifteen patients with KOA and 17 healthy subjects performed the timed up and go test(TUGT)and five times sit-to-stand test(5STS).The EEG characteristics of the 4 frequency bands,namely δ(0.5-4 Hz),θ(4-8 Hz),α(8-14 Hz)and β(14-30 Hz)of 9 electrodes including CZ,C3,C4 in the central region,PZ,P3,P4 in the parietal lobe,and OZ,O1,O2 in the occipital lobe of the cerebral cortex of the subjects were recorded.Time and frequency domain analysis were conducted.Results During 5STS,the time-domain amplitudes of electrodes C4,P3,and P4 in the δ band,electrodes C4,P3,and P4 in the θ band,and electrodes P3 and P4 in the β band of KOA patients were significantly higher than those of healthy subjects(P<0.05);the power of EEG signals of electrodes P3,P4,and O2 in the β band was significantly higher than that of healthy subjects.During TUGT,except that the time-domain amplitude of electrode PZ in the θ band of KOA patients was significantly lower than that of healthy subjects(P<0.05),there was no significant difference in all electrodes in other frequency bands;the power of EEG signals of electrodes C3,CZ,C4,PZ,P4,O1,OZ,O2 in the δ band and electrodes CZ,P3,PZ,and OZ in the α band and electrodes CZ,P4,OZ,and O2 in the β band was significantly lower than that of healthy subjects(P<0.05).Conclusions Compared with healthy subjects,the activity in the parietal lobe area of the brain of KOA patients during 5STS was stronger,while the brain activity in the central region,parietal lobe,and occipital lobe areas of KOA patients during TUGT was weaker than that of healthy subjects.This study may provide some references for clinicians in the prevention and treatment of KOA.
4.Clinical characteristics analysis of two Chinese siblings with Susac syndrome and literature review
Hui DONG ; Yulan LI ; Xiaoli XU ; Shulei LIU ; Shuyi LIU ; Han XIE ; Yuan WU ; Xingzhi CHANG ; Jing ZHANG ; Chen XING ; Chunying GUO ; Jun WANG ; Ye WU ; Xinhua BAO
Chinese Journal of Applied Clinical Pediatrics 2025;40(11):856-860
Objective:To investigate the clinical manifestation, therapy, and prognosis of Susac syndrome and enhance the understanding of this disease.Methods:A case summary was made.The clinical data of two siblings with Susac syndrome treated at Children′s Medical Center, Peking University First Hospital in January 2024 were summarized.Reported cases of pediatric Susac syndrome were reviewed.Results:The onset of the disease in the two siblings was at the age of 3.00 and 6.75 years, with recurrent headaches, tinnitus, hearing loss and encephalopathy symptoms.Cranial magnetic resonance imaging showed multiple cerebral microbleeding and microinfarction lesions, " snowball like" in the corpus callosum and diffuse white matter edema in the brain.Audiometry revealed sensorineural hearing loss.In one case, ophthalmic fluorescein angiography revealed ischemic changes due to branch retinal artery occlusions.No pathogenic variants were detected in gene testing.This child was diagnosed with Susac syndrome, and the symptoms were improved after treatment with Corticosteroids and Rituximab.No relapse was observed during the 9-month follow-up.A total of 20 pediatric cases of Susac syndrome were retrieved, including 18 reported previously and 2 cases from this study.There were 2 boys and 18 girls, with the age of onset ranging from 2.5 to 17.0 years.The common initial symptoms included headache (19 cases), vertigo and tinnitus or hearing loss (9 cases), and vision impairment or visual field defect (4 cases). The symptoms were improved after immunotherapy.Conclusions:With a low incidence, Susac syndrome is rare in children and difficult to diagnose.There may be a genetic predisposition in such disease.Early diagnosis and immunotherapy can low the relapse and improve the prognosis.
5.Electroencephalography Characteristics of Patients with Knee Osteoarthritis Based on Dynamic Balance Tests
Bojian YANG ; Shulei XU ; Kuan ZHANG ; Haohua ZHANG ; Songhua YAN
Journal of Medical Biomechanics 2025;40(2):271-277
Objective To explore the electroencephalography(EEG)characteristics of patients with knee osteoarthritis(KOA)which are different from those of healthy subjects during dynamic balance tests,and study the connection and influence between brain activity and KOA.Methods Fifteen patients with KOA and 17 healthy subjects performed the timed up and go test(TUGT)and five times sit-to-stand test(5STS).The EEG characteristics of the 4 frequency bands,namely δ(0.5-4 Hz),θ(4-8 Hz),α(8-14 Hz)and β(14-30 Hz)of 9 electrodes including CZ,C3,C4 in the central region,PZ,P3,P4 in the parietal lobe,and OZ,O1,O2 in the occipital lobe of the cerebral cortex of the subjects were recorded.Time and frequency domain analysis were conducted.Results During 5STS,the time-domain amplitudes of electrodes C4,P3,and P4 in the δ band,electrodes C4,P3,and P4 in the θ band,and electrodes P3 and P4 in the β band of KOA patients were significantly higher than those of healthy subjects(P<0.05);the power of EEG signals of electrodes P3,P4,and O2 in the β band was significantly higher than that of healthy subjects.During TUGT,except that the time-domain amplitude of electrode PZ in the θ band of KOA patients was significantly lower than that of healthy subjects(P<0.05),there was no significant difference in all electrodes in other frequency bands;the power of EEG signals of electrodes C3,CZ,C4,PZ,P4,O1,OZ,O2 in the δ band and electrodes CZ,P3,PZ,and OZ in the α band and electrodes CZ,P4,OZ,and O2 in the β band was significantly lower than that of healthy subjects(P<0.05).Conclusions Compared with healthy subjects,the activity in the parietal lobe area of the brain of KOA patients during 5STS was stronger,while the brain activity in the central region,parietal lobe,and occipital lobe areas of KOA patients during TUGT was weaker than that of healthy subjects.This study may provide some references for clinicians in the prevention and treatment of KOA.
6.Progress of research on epidemiological characteristics of hospital-associated infections in elderly patients and prevention and control strategies
Danping YIN ; Shulei LIU ; Maoyun XU
Chinese Journal of Nosocomiology 2025;35(18):2866-2870
This article outlines the current situation and characteristics of hospital-associated infections in elderly patients so as to reveal multiple influencing factors for the high prevalence of hospital-associated infection among the elderly patients,analyze the potential outcomes induced by the infections and observe the influence on progno-sis.The risk assessment tools were explored and stressed on their core status in monitoring of infections,risk management and quality control.The individualized prevention and control programs targeting at the elderly patients with hospital-associated infections were proposed,including precise management of antibiotics,immune regulation and multidisciplinary collaboration,which stress on the kye value of health care workers in carrying out the evidence-based prevention and control measures and evaluate the interventional effectiveness through process-outcome dual indexes so as to provide systematic solutions for reducing the risk of hospital-associated infection in the elderly patients.
7.Clinical characteristics analysis of two Chinese siblings with Susac syndrome and literature review
Hui DONG ; Yulan LI ; Xiaoli XU ; Shulei LIU ; Shuyi LIU ; Han XIE ; Yuan WU ; Xingzhi CHANG ; Jing ZHANG ; Chen XING ; Chunying GUO ; Jun WANG ; Ye WU ; Xinhua BAO
Chinese Journal of Applied Clinical Pediatrics 2025;40(11):856-860
Objective:To investigate the clinical manifestation, therapy, and prognosis of Susac syndrome and enhance the understanding of this disease.Methods:A case summary was made.The clinical data of two siblings with Susac syndrome treated at Children′s Medical Center, Peking University First Hospital in January 2024 were summarized.Reported cases of pediatric Susac syndrome were reviewed.Results:The onset of the disease in the two siblings was at the age of 3.00 and 6.75 years, with recurrent headaches, tinnitus, hearing loss and encephalopathy symptoms.Cranial magnetic resonance imaging showed multiple cerebral microbleeding and microinfarction lesions, " snowball like" in the corpus callosum and diffuse white matter edema in the brain.Audiometry revealed sensorineural hearing loss.In one case, ophthalmic fluorescein angiography revealed ischemic changes due to branch retinal artery occlusions.No pathogenic variants were detected in gene testing.This child was diagnosed with Susac syndrome, and the symptoms were improved after treatment with Corticosteroids and Rituximab.No relapse was observed during the 9-month follow-up.A total of 20 pediatric cases of Susac syndrome were retrieved, including 18 reported previously and 2 cases from this study.There were 2 boys and 18 girls, with the age of onset ranging from 2.5 to 17.0 years.The common initial symptoms included headache (19 cases), vertigo and tinnitus or hearing loss (9 cases), and vision impairment or visual field defect (4 cases). The symptoms were improved after immunotherapy.Conclusions:With a low incidence, Susac syndrome is rare in children and difficult to diagnose.There may be a genetic predisposition in such disease.Early diagnosis and immunotherapy can low the relapse and improve the prognosis.
8.Bibliometric analysis of diabetic retinopathy therapy based on Web of Science database
Shulei MAN ; Yifan ZHANG ; Hanyue XU ; Qing CHEN ; Ming ZHANG
Chinese Journal of Ocular Fundus Diseases 2023;39(3):238-248
Objective:To analyze the trend, hotspots and frontiers of diabetic retinopathy (DR) therapy by bibliometric method.Methods:Data were taken from the Web of Science website of Science Citation Index. Articles from 2017 to 2021, which were related to the therapy of diabetic retinopathy (DR), were included. The bibliometric analysis softwares, VOSviewer and CiteSpace were used to generate and analyze visual representations of the complex data input, including high-frequency keywords, keywords with the strongest citation bursts and co-occurrence networks of keywords.Results:A total of 3,845 articles were included. The amounts of papers published from 2017 to 2021 is 633, 651, 708, 893, and 960 respectively, increasing over years. Chinese scholars published the most articles, followed by the United States. The number of articles funded by the National Natural Science Foundation of China ranks third. There were 47 high-frequency keywords clustered into DR treatment, pathogenesis of DR, diagnosis of DR, Oxidative stress, diabetic macular edema (DME), type 2 diabetes, optical coherence tomography and deep learning. Those keywords were research hotspots and new keywords were constantly emerging. Among the top 11 burst words, the burst values of "intravitreal bevacizumab", "vascular endothelial growth factor (VEGF)", "choroidal neovascularization", "inhibition", and "receptors" were all over 10. Highly cited references showed a significant clustering tendency, which were treatment of DME, review of DR, clinical research of anti-VEGF drug therapy.Conclusions:The amount of paper related to DR therapy is on the rise; the specific treatment methods for the pathogenesis of DR are constantly research hotspots. In addition, formulating treatment strategies to reduce macular edema and other complications of diabetes, applying optical coherence tomography, deep learning and other technologies to improve the efficiency of DR diagnosis and treatment, improve targeted drug delivery systems, and finding new target points were research frontiers.
9.Experience of CHEN Yingloni treating common diseases in Fujian and Taiwan with acupuncture and medication.
Xiaohong DENG ; Xianjun MENG ; Anning ZHU ; Weiwei XU ; Shulei LI
Chinese Acupuncture & Moxibustion 2016;36(2):187-190
With literature of professor CHEN Yinglong such as Medical Notes of Doctor CHEN Yinglongfor Taiwan Compatriots,the'experience of doctor CHEN Yinglong treating common diseases in Fujian and Tai-wan is summarized. The diseases in the paper are constipation, retention of urine, asthma, vec6rdia, bi syndromeinsomnia, thoracic obstruction, pediatric obesity and freckle of face, etc. It is discovered that professor CHENYinglong treated diseases with combination of acupuncture and medication and accurate acupoints according to thefeature of climate in Fujian and Taiwan.
Acupuncture Points
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Acupuncture Therapy
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history
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Asthma
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therapy
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Constipation
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therapy
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History, 20th Century
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Humans
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Taiwan
10.Relationship between high-expressed TL1A and level of IFN-γ secreted by T cells in acute stage of Guillain-Barr(e) syndrome
Libin YANG ; Shulei LI ; Yan TAN ; Shufen XU ; Xiumei DUAN ; Yanqiu FANG ; Lihua LIU ; Yuanyuan CHE ; Lei LIU ; Liwei ZHOU
Chinese Journal of Neurology 2009;42(10):689-693
Objective To probe the relationship between the expression of TL1A and the level of IFN-γ secreted by T cells in the acute stage of Guillain-Barre syndrome (GBS). Methods ① Six-week female Bal b/c mice were immunized by purified recombinant human soluble TNF-like molecular 1A (rhsTL1A) protein. The polyclonal antibody against rhsTL1A was identified by immunofluorescence using human umbilical vein epithelial cells (HUVEC). ② To detect the biologic activity of rhsTL1A, the peripheral blood mononuclear cells (PBMC) from the healthy donors were separated by Ficoll gradient centrifugation and were seeded on 96-well plates with medium containing 2 μg/ml PHA (control group), 2 μg/ml PHA + 25 ng/ml rhsTL1 A, 2 μg/ml PHA + 100 ng/ml rhsTL1A and 2 μg/ml PHA + 400 ng/ml rhsTLlA respectively. T cell proliferation assay was carried out using ~3H-TdR. ③ IFN-γ productions in the sera of the children with GBS in the acute stage were detected by ELISA. ④ The ratio of CD_3~+ TL1A~+ T cells to CD_3~+ T cells in the peripheral blood of the children with GBS in acute stage was detected with flow, cytometry. ⑤PBMC from the children in acute GBS were separated and cultured in the environment adding 2 μg/ml PHA and 400 ng/ml rhsTL1A in vitro. Then, the IFN-γ in the supernatant was determined by ELISA kit after 72 hours. Results ① hTL1A A expressed by eukaryotic HUVECs was recognized by rhsTL1 A polyclonal antiserum. ② The result of T cell proliferation assay showed that SI of 25 ng/ml rhTL1A, 100 ng/ml rhTL1A A and 400 ng/ml rhTL1A group was increased compared with control group. The SI of 2 μg/ml PHA +400 ng/ml rhsTL1 A group was the highest (2. 65) among them. ③ IFN-γ productions in the sera of the children with GBS in the acute stage ((102. 25±22. 17) pg/ml) were increased significantly compared with healthy control ((28.75 ± 1.31) pg/ml, t = 3. 309, P < 0. 05). ④ The ratio of CD_3~+ TL1A~+ T cells to CD_3~+ T cells in the peripheral blood of the children with GBS in acute stage (18.22%± 1.83%) was enhanced significantly compared with healthy control (5. 17% ±0. 48%, t = 6. 884, P < 0. 01). ⑤ PBMC both in healthy control and the acute GBS secreted more IFN-γ markedly ((43.56± 4.41) pg/ml and (180.64 ± 38.39) pg/ml) after being incubated in 2 μg/ml PHA and 400 ng/ml rhsTL1A (t =4. 523 and 2. 600, P <0. 01 and 0. 05 respectively). Moreover, PBMC in acute GBS secreted more IFN-γ, than that of the healthy group markedly (t = 3. 545, P < 0. 05). Conclusions ① The mouse antiserum recognizing rhsTL1A is successfully obtained. ② In this study, 400 ng/ml rhsTL1A promotes the proliferation of T cells activated by 2 μg/ml PHA, indicating that rhsTL1A has biological activity. ③ The expression of hTL1A of activated T cells in the peripheral blood of the children with acute GBS is up-regulated. These TL1A proteins promote the secretion of IFN-γ through binding to their receptors DR_3.


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