Objective To search for, assess, and summarize the best evidence for antimicrobial allergy assessment in hospitalized patients, so as to provide an evidence-based basis for clinical nursing practice. Methods UpToDate, BMJ Best Practice, National Guideline Clearinghouse, Guidelines International Network, Yimaitong, JBI Evidence Synthesis, Cochrane Library, CINAHL, Embase, PubMed, Web of Science, China National Knowledge Infrastructure, Wanfang Data, CQVIP, SinoMed, and related association websites were searched by computer for literature about clinical decisions, guidelines, expert consensuses, evidence summaries, systematic reviews and meta-analyses related to antimicrobial allergy assessment in hospitalized patients. The search time limit was from the establishment of the databases to September 2024. Two researchers trained in evidence-based practice screened the literature and evaluated the quality independently. Finally, the evidence-based research group extracted and integrated the evidence after discussion. Results Totally 8 articles were involved, including 6 guidelines and 2 systematic reviews. Finally, 25 pieces of best evidence were obtained across 6 aspects, including the importance of antimicrobial allergy assessment, the subjects of allergy assessment, the personnel conducting allergy assessment, the content of allergy assessment, the recording of allergy history, and assessment tips. Conclusion When applying and transforming evidence, medical staff should fully consider the actual clinical situation and explore the evaluation scheme of antimicrobial allergy history of hospitalized patients with local characteristics, to improve the accuracy of evaluation of antimicrobial allergy history of hospitalized patients, so as to strengthen the safety management of drug use and improve the level of rational drug use.
In the research process of uveal melanoma (UM), the Collaborative Ocular Melanoma Study (COMS) is a landmark and outstanding clinical study. Its research conclusions are the foundation for today's UM clinical work and guidelines. COMS is the first and largest randomized clinical trials conducted to date, comparing the survival outcomes of two or more treatment regimens for primary malignant intraocular tumors with high reliability. Its research design, methods, and conclusions are still widely cited in this day. Learning from the research experience of COMS, summarizing research data based on Asian populations, and studying treatment methods suitable for Asian UM patients is a powerful supplement to COMS data, but also an expansion of this global research, further improving the level of UM diagnosis and treatment in China.
In this paper, we introduce theory and practice method about combining independent studies of Diagnostic test into a summary ROC curve. This is a useful and easily applied by clinicians to analyse the data of diagnostic test. It’s referance for user and doer of EBM in China.
Objective To summarize the best evidence of preoperative prehabilitation for patients undergoing total joint replacement/total knee replacement (THA/TKA), and to provide reference for clinical work in the context of enhanced recovery after surgery (ERAS), in order to speed up the postoperative rehabilitation process of patients undergoing THA/TKA. Methods Up To Date, BMJ Practice, National Institute for Health and Care Excellence, Cochrane Library, JBI Evidence-Based Health Care Center Database, Guidelines International Network, www.guide.medlive.cn, PubMed, China National Knowledge Infrastructure, VIPdata, and WanFang Data were searched by computer for literature about preoperative prehabilitation of THA/TKA patients. The retrieval time was from the establishment of the databases to May 31, 2022. The quality of the included literature was evaluated by 2 researchers with evidence-based training. Results A total of 11 publications were included, including 1 guideline, 3 expert consensuses, 3 systematic reviews, and 4 randomized controlled trials, covering 6 aspects of multidisciplinary team, patient education, drug management, nutritional guidance, index control, and exercise intervention. A total of 16 best evidences of preoperative prehabilitation in patients with THA/TKA were extracted, including 9 A-level recommendations and 7 B-level recommendations. Conclusions THA/TKA prehabilitation includes various comprehensive interventions. With the development of ERAS in orthopaedics, the best evidence extracted can be used by clinical staff for THA/TKA. Evidence-based evidence is provided for patients to formulate prehabilitation programs.
Objective To summarize the best evidence for prevention and management of joint dislocation after total hip arthroplasty (THA) and provide evidence-based support for reducing the occurrence of joint dislocation after THA. Methods The databases and websites related to prevention and management of joint dislocation after THA were searched, mainly including clinical decisions, guidelines, expert consensuses, evidence summaries, systematic reviews. The search period was from January 1, 2020 to April 30, 2025. Results Finally, 12 articles were included, including 2 guidelines, 4 systematic reviews, 4 clinical decisions, and 2 evidence summaries. The 5 dimensions of evaluation, preventive measures, early dislocation identification, daily activity recommendations, and health education were summarized and organized into 25 pieces of evidence. Conclusions The overall quality of the evidence related to the prevention and management of joint dislocation after THA summarized in this study is good. Medical staff should selectively apply the evidence based on clinical situations to develop safe, scientific, and personalized anti-dislocation plans for patients, in order to reduce the occurrence of joint dislocation and improve patient prognosis.
Objective To retrieve, evaluate, and summarize evidence on the prevention and management of intracranial infections related to lumbar drainage (LD), in order to provide scientific references for clinical practice and decision-making. Methods The literature on the prevention and management of LD-related intracranial infections in LD-related websites and databases was systematically searched, with a search period from the establishment of databases to June 30, 2024. The included literature was evaluated for quality and integrated into evidence. Results A total of 9 articles were included, including 3 guidelines, 1 evidence summary, 1 expert consensus, 1 systematic review, and 3 original studies. A total of 30 pieces of evidence were formed, covering six aspects: risk management, catheter placement, catheter maintenance, extubation, diagnosis and treatment of intracranial infections, education and training. ConclusionsThe prevention and management of LD-related intracranial infections involve multiple pieces of evidence, and medical staff should selectively apply the best evidence based on patient and clinical conditions to reduce the incidence of intracranial infections and improve medical quality.
Objective To retrieve and summarize evidence of non-pharmacological interventions for sleep disorders in patients with osteoarthritis (OA), and to organize and evaluate the extracted evidence to provide evidence-based interventions for sleep disorders in patients with OA. Methods The relevant literature on non-pharmacological interventions for sleep disorders in patients with OA in BMJ Best Practice, UpToDate, JBI evidence-based healthcare center database, National Institute for Health and Clinical Excellence, Registered Nurses’ Association of Ontario, Guidelines International Network, Medlive guidelines network, Cochrane Library, PubMed, Web of Science, China National Knowledge Infrastructure and Wanfang was systematically searched. The search deadline was June 30th, 2024. The retrieved results were integrated and analyzed to form evidence of non pharmacological interventions for sleep disorders in patients with OA. Results A total of 13 articles were included, including 1 evidence report, 5 guidelines, 2 expert consensus papers, 3 systematic reviews, and 2 randomized controlled trials. The summarized evidence involves six aspects of sleep screening, specialist visits, assessment tools, cognitive behavioral therapy, exercise therapy, and other measures, totaling 20 pieces of evidence. Conclusion Non-pharmacological interventions for sleep disorders of patients with OA include multiple aspects, and this evidence can provide theoretical basis for developing intervention plans for sleep disorder of patients with OA, thereby improving their sleep quality and enhancing quality of life.
Objective To summarize the best evidence for improving adherence to exercise therapy in non-surgical patients with knee osteoarthritis (KOA), so as to provide an evidence-based basis and reference for healthcare professionals, managers, patients, and caregivers. Methods Guidelines International Network, National Institute for Health and Care Excellence, Scottish Intercollegiate Guidelines Network, Registered Nurses Association of Ontario, National Guideline Clearinghouse, American College of Rheumatology, Osteoarthritis Research Society International, Turkish League Against Rheumatism, European Society for Clinical and Economic Aspects of Osteoporosis and Osteoarthritis, System for Information on Grey Literature in Europe, Cochrane Library, PubMed, Joanna Briggs Library, www.guide.medlive.cn, China National Knowledge Infrastructure, and WanFang Data were searched by computer for literature about improving exercise therapy compliance in non-surgical patients with KOA. The retrieval time limit was from January 1, 2017 to April 20, 2022. The quality of the included literature was evaluated by 2 researchers with evidence-based training, and ultimately evidence was extracted from the literature that met the quality evaluation criteria. Results A total of 12 publications were included, including 5 guidelines, 4 systematic reviews, and 3 expert consensuses, covering 6 aspects of multidisciplinary teamwork, development of individualized exercise plans, external support, interventions, health education, and follow-up management. A total of 18 best evidences for improving exercise therapy compliance in non-surgical patients with KOA were summarized, with 8 A-level recommendations and 10 B-level recommendations. Conclusions When applying the evidence, clinical staff should fully assess and develop exercise plans with individual patients, strengthen multidisciplinary communication and writing, make full use of external support resources and do health education and full follow-up management. Through comprehensive consideration and selection of the best evidence for implementation, the compliance of KOA non-surgical patients with exercise therapy can be improved.
With the development of computer technology, medical data has developed from traditional paper pattern into electronic mode, which could effectively promote the medical development. This paper at first presents the status and characteristics of medical data mining. Then, it discusses the critical method of medical data mining in classification, clustering and prediction, respectively. The paper focuses on the application and assessment of five algorithms which are designed for medical data mining, including decision tree, cluster analysis, association rule, intelligent algorithm and the mix algorithm. Finally, this paper outlooks the data mining application in medical domain.
In recent years, scholars from diverse fields have initiated explorations into the integration of multimodal data, leveraging the unique advantages of various data types to enhance the perceptual and cognitive capabilities of models. Storyboarding is a visual tool for presenting stories. It has been introduced into the field of evidence-based medicine as an analytical technique for qualitative evidence synthesis (QES), which helps researchers organize and present research results and facilitates the interaction of evidence between doctors and patients. By integrating visual, textual, and other multimodal elements, storyboarding effectively communicate intricate and multifaceted qualitative information. Storyboarding, as an innovative approach to evidence synthesis and presentation, has yet to gain widespread adoption in the field. This paper introduces storyboarding within the context of qualitative evidence synthesis, detailing its methodology and process. Through case analysis, it demonstrates how storyboarding can facilitate multimodal data analysis, thereby enhancing the readability and dissemination of evidence. It offers new methodologies for evidence synthesis, promoting knowledge translation and evidence communication. Storyboarding is particularly well-suited as a premier tool for evidence transformation and application in healthcare research. By refining information presentation, it significantly improves content readability, enabling users to more effectively understand and apply information in stakeholders. Although storyboarding technology remains underutilized in evidence-based medicine, its potential will likely be increasingly recognized as multimodal evidence grows and the demand for effective evidence transformation rises. In the future, this method promises to play a pivotal role in advancing evidence-based medicine.
