Background::Artificial intelligence (AI) technology represented by deep learning has made remarkable achievements in digital pathology, enhancing the accuracy and reliability of diagnosis and prognosis evaluation. The spatial distribution of CD3 + and CD8 + T cells within the tumor microenvironment has been demonstrated to have a significant impact on the prognosis of colorectal cancer (CRC). This study aimed to investigate CD3 CT (CD3 + T cells density in the core of the tumor [CT]) prognostic ability in patients with CRC by using AI technology. Methods::The study involved the enrollment of 492 patients from two distinct medical centers, with 358 patients assigned to the training cohort and an additional 134 patients allocated to the validation cohort. To facilitate tissue segmentation and T-cells quantification in whole-slide images (WSIs), a fully automated workflow based on deep learning was devised. Upon the completion of tissue segmentation and subsequent cell segmentation, a comprehensive analysis was conducted.Results::The evaluation of various positive T cell densities revealed comparable discriminatory ability between CD3 CT and CD3-CD8 (the combination of CD3 + and CD8 + T cells density within the CT and invasive margin) in predicting mortality (C-index in training cohort: 0.65 vs. 0.64; validation cohort: 0.69 vs. 0.69). The CD3 CT was confirmed as an independent prognostic factor, with high CD3 CT density associated with increased overall survival (OS) in the training cohort (hazard ratio [HR] = 0.22, 95% confidence interval [CI]: 0.12–0.38, P <0.001) and validation cohort (HR = 0.21, 95% CI: 0.05–0.92, P = 0.037). Conclusions::We quantify the spatial distribution of CD3 + and CD8 + T cells within tissue regions in WSIs using AI technology. The CD3 CT confirmed as a stage-independent predictor for OS in CRC patients. Moreover, CD3 CT shows promise in simplifying the CD3-CD8 system and facilitating its practical application in clinical settings.

Objective To analyze the situation and study trend of large-scale nurses'health cohort studies based on Web of Science,to help design clinical guidelines and scientific research for nursing staff in China.Methods Articles of large nurses'health cohort studies published from 1993 to 2023 were retrieved from Web of Science(WOS)Core Collection.Citespace and Bibilometrix were used to perform the bibliometric analysis.Results 2882 studies were included in this study.Total volume of papers was enlarging by year.Clustering results showed that the main keywords could be divided into 3 categories:risks of women's health,risks of cardiovascular disease and reproducibility.Results of keywords burst showed that lifestyle,cardiovascular disease,women reproductive health and mental health were the highlights of studies in recent 5 years.Conclusion Research on large-scale nurse health cohorts holds significant scientific significance.It is recommended to establish a nationwide large-scale nurse health cohort as soon as possible.In the study,appropriate exposure factors should be selected,with reproductive health,mental health,and psychiatric disorders being the primary outcome measures,and chronic physical illnesses being the secondary outcome measures.By systematically describing the factors influencing the physical and mental health of nurses in China,we can better safeguard their well-being and promote the development of the nursing discipline.

This paper interprets the background, content overview and characteristics, clinical practice significance and disciplinary development of Nursing Standards for Clinical Operation Techniques in Critical Care Ultrasound (hereinafter referred to as the Standards) and puts forward reflections on the clinical application of the Standards, aiming to improve the critical care ultrasound techniques of clinical nursing staff, solve nursing challenges and make clinical nursing ultrasound techniques more scientific, standardized and homogenized.

Objective:To gain a deep understanding of the current cognition and training needs of nursing undergraduates regarding their emergency response teamwork skills, and to provide reference for the development of courses on emergency response teamwork among nursing undergraduates.Methods:From September to October 2023, purposive sampling was used to select 15 senior nursing undergraduates from Peking Union Medical College, Beijing University of Chinese Medicine, and Beijing City University as subjects for semi-structured interviews. Colazizzi 7-step analysis method was used to summarize and extract themes.Results:Three themes were extracted, including insufficient cognition and skill in emergency response, lack of emergency response teamwork cultivation, and the need for systematic and comprehensive training courses.Conclusions:Universities, hospitals, and other training institutions should work together to develop a systematic emergency response teamwork training course for nursing undergraduates, to cultivate the skills of nursing undergraduates and reserve talents for high-quality emergency response nursing teams.

Objectives To explore the establishment and effects of a multilevel and inter-disciplinary management scheme for specialist nurses.Methods The multilevel and inter-disciplinary management scheme included establishing the pyramid hierarchical training model,exploring superimposed training mechanism for specialist nurses with horizontal expansion,vertical extension,and deep development,and constructing stereoscopic clinical evaluation and quantitative assessment system.Four hundred-forty two specialized nurses have been recruited to join the multilevel and inter-disciplinary management scheme from July 2021 to August 2023.The core competencies of specialized nurses were compared before and after the implementation of management scheme.Results The quality development of specialized nursing have been improved,and the total scores and the scores of 3 dimensions(research innovation,management,and professional development)in core competencies of specialized nurses after the intervention of multilevel and inter-disciplinary management scheme were higher than those before(P＜0.05).Conclusion The multilevel and inter-disciplinary management scheme can effectively improve the core competencies of specialized nurses,and promote the high-quality development of specialized nursing.

Objective The risk evaluation indicators for the occurrence of diaphragm dysfunction in ICU patients was constructed to provide a reference for the establishment of the disease risk evaluation tools for diaphragm dysfunction.Methods The literature related to diaphragm dysfunction from CNKI,Wanfang Data,PubMed,Embase and Web of Science from the establishment of databases to November 11 th,2022 was systematically searched.After the first draft was determined through the literature review method,the first draft of the indicators was revised by brainstorming,with the opinions of 10 medical and nursing experts from May to June 2023.From June to July 2023,the content and weight of risk evaluation indicators of diaphragmatic dysfunction in ICU patients were determined through expert letter inquiry and hierarchical analysis.Results 35 experts completed the first round of letter inquiry,and 34 experts completed the second round of letter inquiry.The recovery rates of the valid questionnaires in the 2 rounds of expert correspondence were 92.1％and 97.1％,respectively,and the expert authority coefficients were 0.884 and 0.904,respectively,and the Kendall harmony coefficients of all indicators were 0.356～0.570 and 0.369～0.604,respectively(all P＜0.001).The final constructed risk evaluation indicators of diaphragm dysfunction in ICU patients includes 7 first-level indicators,34 secondary indicators and 34 tertiary indicators.Conclusion The risk evaluation index of diaphragm dysfunction in ICU patients constructed in this study is comprehensive,specific,scientific and applicable,which can guide medical staff to conduct early risk evaluation of diaphragm function in ICU patients,and provide references for the establishment of disease risk assessment tools for diaphragm function.

Nursing care,as an important part of the healthcare system,is vital to promoting people's health and improving the level of medical and healthcare services.At present,nursing in China faces challenges such as talent shortage,uneven service quality and insufficient service supply,as well as opportunities such as growing demand for nursing services and diversification of service modes.To better address the challenges and seize the opportunities,the National Health Commission and the State Administration of Traditional Chinese Medicine have jointly issued the"Action Plan for Further Improving Nursing Services(2023-2025)"(hereinafter referred to as the"Action Plan").The article discusses how the Action Plan should be implemented from 3 aspects:focusing on the overall development and scientific management of nursing personnel,enhancing the level of humanisation and personalisation of nursing services,strengthening the intelligent construction of nursing services,and promoting the socialisation and universality of services,so as to provide an opportunity for comprehensively promoting the construction of nursing personnel and the quality development of nursing work in the new era,and improving people's health.It discusses how to implement the Action Plan and put forward ideas to comprehensively promote the construction of the nursing team and nursing work in the new era,and improve people's health and quality of life.

Objective To search and summarize the de-implementation strategy of low-value care and describe the specific elements of de-implementation strategies.Methods PubMed,ProQuest,CINAHL,China Biomedical Literature Service System database,CNKI,Wanfang and VIP database were searched until May 10,2023.Literature of de-implementation strategies was screened.Specific elements of the de-implementation strategies(i.e.,actors,actions,temporality,dose,action target,affected implementation outcome and justification)were extracted.Results A total of 20 pieces of the literature were included,of which 18 used multiple strategies and 2 used single strategy.A total of 65 strategies were extracted,and the education strategy was applied 15 times,the assessment and feedback strategy were applied 14 times,and the specific elements of only 3 strategies were fully described.Conclusion Education,assessment and feedback strategies are commonly used in de-implementation of low-value care studies.Future studies should clearly describe the specific elements of de-implementation strategies,in order to promote replication,improvement,and clinical application of strategies.

Objective To construct an evidence-based practice model for nurses in preventing deep vein thrombosis(DVT)and provide a scientific and targeted theoretical basis for nurses to carry out evidence-based nursing practice in DVT prevention.Methods Based on the previous evidence-based nursing practice project on DVT prevention after hip and knee arthroplasty,the research team used theoretical analysis and brainstorming to develop a draft of the work model.Expert meetings were organized to validate the content of the draft using the Delphi method,leading to the finalization of the evidence-based practice model for nurses in preventing DVT.Results The Knowledge-to-Action(KTA)framework was selected as the basic framework for constructing the evidence-based nursing practice model for preventing DVT.Theoretical Domain Framework,Theory of Planned Behavior,and Social Cognitive Theory were chosen to explore the influencing factors of nurses'behavior change in preventing DVT through evidence-based practice.The authority coefficient of the participating experts was 0.904,indicating high reliability.The final model consisted of 6 key components:knowledge generation,problem identification,localization and adaptation,knowledge application,sustained knowledge use,and conceptual framework for behavior change through evidence-based practice.Conclusion Based on theoretical analysis and clinical practice,this study developed an evidence-based practice model for nurses in preventing DVT using the expert meeting.The research methodology was scientific,and the content was reliable,providing a theoretical basis for nurses to engage in evidence-based nursing practice for DVT prevention.

Objective To investigate the training needs and suggestions of advanced practice nurses in medical institutions in China,and to provide references for the formulation of training programs for advanced practice nurses.Methods By a convenient sampling method,from May to July in 2023,the heads of nursing nurses in medical institutions in 29 provinces,autonomous regions and municipalities directly under the Central Government were investigated,and the self-designed questionnaires were distributed in the form of electronic questionnaire.Results 1 287 medical institutions participated in the survey,with tertiary hospitals accounting for 65.50％.93.16％of medical institutions had the use needs of advanced practice nurses,and the top 3 professional fields hoping to prioritize in the APN training were in the order of critical illness,emergency treatment and intravenous treatment.Among the APN core competence,the most important one was direct clinical practice(92.77％),followed by professional development(89.43％)and scientific research and evidence-based practice(86.40％).71.72％of medical institutions suggested that the theoretical training time is 4 weeks,combining online and offline training(50.35％),and the clinical practice time should not be less than 12 weeks(97.66％).Theoretical learning course assignment(92.93％),case report(90.83％)and clinical practice reflection diary(88.19％)were the main process evaluation methods,while 1 case study with the completion of the report and defense(87.65％)and 1 evidence-based nursing practice research plan with the completion of a report and defense(77.93％)were the main final evaluation methods.Conclusion Advanced practice nurses are important roles in the process of nursing professional development,and medical institutions in our country have a high demand for the training of advanced practice nurses.It is imperative to carry out the training of advanced practice nurses.The suggestions of medical institutions on the training content and methods focus more on the training of core competence.On this basis,the admission conditions should be clarified,and the training program of advanced practice nurses for China's national conditions should be explored.