OBJECTIVE To investigate the distribution and drug resistance of multidrug-resistant bacteria in the neonatal intensive care unit of a three-A children's hospital in Henan Province,and to provide reference for ational drug use in clinical practice.METHODS Clinical specimens from hospitalized newborns in neonatal intensive care unit from a three-A children's hospital from Jan.1,2019 to Dec.31,2023 were subjected to etiological exam-ination and drug sensitivity test,and to analyze the distribution and drug resistance of multidrug-resistant bacteri-a in hospitalized newborns.RESULTS During the 5-year period,1139 strains of multidrug-resistant bacteria were i-solated,including 229 gram-positive bacteria(20.11％)and 910 gram-negative bacteria(79.89％).There were 92 strains of methicillin-resistant Staphylococcus aureus(MRSA)(accounting for 8.08％),57 strains(accounting for 5.00％)of methicillin-resistant coagulase-negative Staphylococcus epidermidis and 28 strains(accounting for 2.46％)of methicillin-resistant coagulase-negative human Staphylococcus.370 strains(accounting for 32.48)of carbapenem-resistant Klebsiella pneumoniae(CRKP),268 strains(accounting for 23.53％)of extenspectrum β-lactamase-producing Escherichia coli and 85 strains(accounting for 7.46％)of K.pneumoniae,there were 767 sputum specimens(67.34％),160 blood specimens from peripheral intravenous puncture and central venous cath-eterization(PICC)(14.05％),63 bronchoalveolar lavage fluid specimens(5.53％),29 secretion specimens(eye and wound secretions)(2.54％),and 120 other specimens(10.54％).K.pneumoniae and E.coli producing su-per-broad spectrum β-lactamase,CRKP and MRSA were the main drug-resistant bacteria.CONCLUSION The sit-uation of drug resistance in neonatal intensive care unit is serious,therefore monitoring bacterial resistance should be strengthened according to the clinical laboratory results,and antibiotics should be applied rationally.

OBJECTIVE To standardize the strategies for prevention and control of Chikungunya(CHIK)in healthcare in-stitutions so as to reduce the risk of transmission in the institutions.METHODS A working group comprising the ex-perts in hospital infection control,infectious diseases,and microbiology systematically reviewed domestic and international evidence and current guidelines,integrated China's vector ecology and healthcare realities,conducted two rounds of Delphi to achieve expert consensus,and graded the evidence and recommendation strength using the Oxford Centre for Evidence Based Medicine system.RESULTS The consensus issues 18 actionable recommendations on triage,patient mosquito-proof isolation,integrated vector control,protection of susceptible populations,environmental cleaning and disinfection,specimen management,medical textile handling,and outbreak emergency response,with each statement assigned an evi-dence level and recommendation strength.CONCLUSION This consensus is for the first time in China to provide evidence-graded strategies for control of CHIK in healthcare institutions,offering work flow-oriented,implementable guidance for clinicians,laboratorians,and infection-control personnel under different risk scenarios and enhancing the comprehensive coping capacity of the healthcare institutions.

Objective To address the challenges of constructing large language models for traditional Chinese medicine(TCM)classics,which are complex and expensive to fine-tune,this study explores a lightweight fine-tuning method for such models,aiming to develop a question-answering model centered on TCM classics,particularly various editions of Shang Han Lun through the ages.Methods Dataset construction involved designing prompts to guide GPT-4 in generating Q&A pairs based on Shang Han Lun and integrating them with the ShenNong_TCM_Dataset and cMedQA2 datasets.Five general-purpose large models were selected for Lora fine-tuning.The best model was chosen through evaluation,and the performance of multiple quantized versions was validated.Results After fine-tuning,the BLEU,ROUGE-1,ROUGE-2,and ROUGE-L metrics for the Qwen-7B-Chat model improved by 17.61,19.63,14.3,and 21.4,respectively,compared to the base model.Conclusion The selected model in this study is capable of effectively understanding and utilizing professional terms and concepts from TCM classics,such as Shang Han Lun,to provide accurate answers to user queries.Compared to similar models,it requires lower fine-tuning costs and computational power,contributing to the dissemination of TCM knowledge and the development of intelligent systems.

Objective:To explore the effectiveness of a modified puncture method in hemodialysis patients with difficult internal fistula.Methods:From January 2022 to October 2023, patients with difficult internal fistula undergoing dialysis at the Blood Purification Center of Qingdao Municipal Hospital were selected for the study using the convenience sampling method. According to the hemodialysis time, patients dialyzed on Mondays, Wednesdays, and Fridays were included in the conventional group, and patients dialyzed on Tuesdays, Thursdays, and Saturdays were included in the experimental group, with 56 cases in each group. Internal fistula puncture was performed in the conventional group using the traditional puncture method and in the experimental group using the modified puncture method. The success rate of one-time puncture of internal fistula and the injury rate of internal fistula were compared between the two groups of patients.Results:The success rate of one-time puncture of internal fistula in the experimental group was higher than that in the conventional group, with a statistical difference ( P<0.05). The injury rate of the internal fistula vessel of the experimental group was lower than that of the conventional group, and the difference was statistically significant ( P<0.05) . Conclusions:Modified puncture methods have a positive effect on increasing the success rate of a one-time puncture of the internal fistula and decreasing the rate of internal fistula injuries in patients with difficult internal fistula.

Objective To address the challenges of constructing large language models for traditional Chinese medicine(TCM)classics,which are complex and expensive to fine-tune,this study explores a lightweight fine-tuning method for such models,aiming to develop a question-answering model centered on TCM classics,particularly various editions of Shang Han Lun through the ages.Methods Dataset construction involved designing prompts to guide GPT-4 in generating Q&A pairs based on Shang Han Lun and integrating them with the ShenNong_TCM_Dataset and cMedQA2 datasets.Five general-purpose large models were selected for Lora fine-tuning.The best model was chosen through evaluation,and the performance of multiple quantized versions was validated.Results After fine-tuning,the BLEU,ROUGE-1,ROUGE-2,and ROUGE-L metrics for the Qwen-7B-Chat model improved by 17.61,19.63,14.3,and 21.4,respectively,compared to the base model.Conclusion The selected model in this study is capable of effectively understanding and utilizing professional terms and concepts from TCM classics,such as Shang Han Lun,to provide accurate answers to user queries.Compared to similar models,it requires lower fine-tuning costs and computational power,contributing to the dissemination of TCM knowledge and the development of intelligent systems.

Objective:To explore the effectiveness of a modified puncture method in hemodialysis patients with difficult internal fistula.Methods:From January 2022 to October 2023, patients with difficult internal fistula undergoing dialysis at the Blood Purification Center of Qingdao Municipal Hospital were selected for the study using the convenience sampling method. According to the hemodialysis time, patients dialyzed on Mondays, Wednesdays, and Fridays were included in the conventional group, and patients dialyzed on Tuesdays, Thursdays, and Saturdays were included in the experimental group, with 56 cases in each group. Internal fistula puncture was performed in the conventional group using the traditional puncture method and in the experimental group using the modified puncture method. The success rate of one-time puncture of internal fistula and the injury rate of internal fistula were compared between the two groups of patients.Results:The success rate of one-time puncture of internal fistula in the experimental group was higher than that in the conventional group, with a statistical difference ( P<0.05). The injury rate of the internal fistula vessel of the experimental group was lower than that of the conventional group, and the difference was statistically significant ( P<0.05) . Conclusions:Modified puncture methods have a positive effect on increasing the success rate of a one-time puncture of the internal fistula and decreasing the rate of internal fistula injuries in patients with difficult internal fistula.

OBJECTIVE To investigate the distribution and drug resistance of multidrug-resistant bacteria in the neonatal intensive care unit of a three-A children's hospital in Henan Province,and to provide reference for ational drug use in clinical practice.METHODS Clinical specimens from hospitalized newborns in neonatal intensive care unit from a three-A children's hospital from Jan.1,2019 to Dec.31,2023 were subjected to etiological exam-ination and drug sensitivity test,and to analyze the distribution and drug resistance of multidrug-resistant bacteri-a in hospitalized newborns.RESULTS During the 5-year period,1139 strains of multidrug-resistant bacteria were i-solated,including 229 gram-positive bacteria(20.11％)and 910 gram-negative bacteria(79.89％).There were 92 strains of methicillin-resistant Staphylococcus aureus(MRSA)(accounting for 8.08％),57 strains(accounting for 5.00％)of methicillin-resistant coagulase-negative Staphylococcus epidermidis and 28 strains(accounting for 2.46％)of methicillin-resistant coagulase-negative human Staphylococcus.370 strains(accounting for 32.48)of carbapenem-resistant Klebsiella pneumoniae(CRKP),268 strains(accounting for 23.53％)of extenspectrum β-lactamase-producing Escherichia coli and 85 strains(accounting for 7.46％)of K.pneumoniae,there were 767 sputum specimens(67.34％),160 blood specimens from peripheral intravenous puncture and central venous cath-eterization(PICC)(14.05％),63 bronchoalveolar lavage fluid specimens(5.53％),29 secretion specimens(eye and wound secretions)(2.54％),and 120 other specimens(10.54％).K.pneumoniae and E.coli producing su-per-broad spectrum β-lactamase,CRKP and MRSA were the main drug-resistant bacteria.CONCLUSION The sit-uation of drug resistance in neonatal intensive care unit is serious,therefore monitoring bacterial resistance should be strengthened according to the clinical laboratory results,and antibiotics should be applied rationally.

OBJECTIVE To standardize the strategies for prevention and control of Chikungunya(CHIK)in healthcare in-stitutions so as to reduce the risk of transmission in the institutions.METHODS A working group comprising the ex-perts in hospital infection control,infectious diseases,and microbiology systematically reviewed domestic and international evidence and current guidelines,integrated China's vector ecology and healthcare realities,conducted two rounds of Delphi to achieve expert consensus,and graded the evidence and recommendation strength using the Oxford Centre for Evidence Based Medicine system.RESULTS The consensus issues 18 actionable recommendations on triage,patient mosquito-proof isolation,integrated vector control,protection of susceptible populations,environmental cleaning and disinfection,specimen management,medical textile handling,and outbreak emergency response,with each statement assigned an evi-dence level and recommendation strength.CONCLUSION This consensus is for the first time in China to provide evidence-graded strategies for control of CHIK in healthcare institutions,offering work flow-oriented,implementable guidance for clinicians,laboratorians,and infection-control personnel under different risk scenarios and enhancing the comprehensive coping capacity of the healthcare institutions.

With the advent of big data era and improvement of computer performance, the artificial intelligence (AI) technology has rapidly boosted in the field of stomatology. Dental caries is one of the cutting-edge research domains in stomatology. The application of AI in dental caries is expected to promote intelligent, precise and high-efficient diagnosis and treatment of caries. This article focuses on the application of AI in medical-aided diagnosis, treatment and risk prediction of caries and discusses their challenges.

Objective To study the changes of tinnitus after cochlear implantation in post-lingual adault recip-ients and analyze the factors that affect tinnitus.Methods A total of 47 postilingually-deafened adult subjects with tinnitus who underwent cochlear implantation at the Department of Otology,the first affiliated hospital of Zheng-zhou University,from January 2017 to December 2021.The subjects were evaluated using tinnitus handicap invento-ry(THI)and visual analogue scale(VAS)before cochlear implantation and 6 months after cochlear implant surger-y.Results Among 47 subjects who were eligible for this study,the THI scores were 36.94±13.337,14.48± 12.726,respectively,before CI and 6 months after cochlear implantation.The VAS scores were 5.13±1.676 be-fore and 2.34±1.903 after cochlear tmplantation.Statistical analysis showed significant differences in THI and VAS scores before and after cochlear implantation(P＜0.05).A total of 18 patients experienced complete tinnitus suppression,14 patients experienced alleviation of tinnitus,tinnitus remained unchanged in 13 patients,tinnitus worsened in 2 patients,and the overall efficiency was 66.0％(31/47).The tinnitus alleviation rate was signifant higher in the patients with tinnitus history of ≤5 years than the patients with tinnitus history of＞5 years(P＜0.05).There was a statistically significant difference in tinnitus alleviation between the patients with mild tinnitus and the patients with more than mild tinnitus before surgery(P＜0.001).Conclusion Cochlear implantation has an inhibitory effect on tinnitus in adults.Patients with shorter duration of the tinnitus and higher tinnitus handicap are more likely to experience tinnitus improvement after cochlear implantation.