主题图谱 / meta-analysis

meta-analysis

GeneTech 知识引擎共收录 107 篇相关科研实体，横跨 16 个垂直领域。数据来自 OpenAlex、arXiv、Crossref、PubMed、Europe PMC 等公开学术源，全部可溯源到原文。

年度产出趋势

代表性文献（按质量分排序，前 60 条）

• Data and code for "Why do birds use green nest material? A systematic review and meta-analysis of experiments"
  2026 · AI 驱动科学发现 · Green_Nest_Material Welcome to the Green Nest Material project repository! This study has been pre-registered here: https://doi.org/10.17605/OSF.IO/S7J6Z and if you want to see the reproducible Quarto manuscript, here is…
• The current status and influencing factors of medication literacy among patients with cardiovascular diseases: a systematic review and meta-analysis.
  2026 · 碳中和与 CCUS · Background As an important domain of health literacy, medication literacy plays a critical role in ensuring the safe and effective use of medicines, especially among individuals with Cardiovascular Diseases (CVDs). Never…
• Large-scale meta-analysis and precision functional assays identify FANCM regions in which PTVs confer different risks for ER-negative and triple-negative breast cancer
  2026 · 基因技术工具 · The breast cancer risk conferred by germline protein truncating variants (PTVs) in known and putative breast cancer genes has been extensively investigated. However, the effect of FANCM PTVs on breast cancer risk remains…
• Preclinical Efficacy of Recombinant Human Platelet-Derived Growth Factor-BB in Experimental Diabetic Wound Healing: A Systematic Review and Meta-analysis of Animal Studies
  2026 · 生命科学 · This retrospective registration documents the finalized methodology of a systematic review and meta-analysis evaluating the preclinical efficacy of exogenously administered recombinant human platelet-derived growth facto…
• ChatGPT and AI Chatbots in Education: An Umbrella Review of Systematic Reviews, Scoping Reviews, and Meta-Analyses
  2025 · AI 安全与对齐 · This umbrella review synthesizes findings from 41 systematic reviews, scoping reviews, and meta-analyses on the use of ChatGPT and similar large language model (LLM)-based chatbots in education. It provides a critical an…
• The ``Who", ``What", and ``How" of Responsible AI Governance: A Systematic Review and Meta-Analysis of (Actor, Stage)-Specific Tools
  2025 · AI 安全与对齐 · The implementation of responsible Artificial Intelligence (AI) in an organization is inherently complex due to the involvement of multiple stakeholders, each with their unique set of goals and responsibilities across the…
• Biologic Therapies for Chronic Obstructive Pulmonary Disease: A Systematic Review and Network Meta-Analysis of Randomized Controlled Trials
  2025 · 生物计算 · BACKGROUND: Despite limited breakthroughs in COPD pharmacotherapy, recent trials have shown promising results for biologics in COPD patients. However, robust evidence synthesis in this area is currently lacking. METHODS:…
• Artificial Intelligence in Laryngeal Cancer Detection: A Systematic Review and Meta-Analysis
  2025 · 医疗人工智能 · (1) Background: The early detection of laryngeal cancer is crucial for achieving superior patient outcomes and preserving laryngeal function. Artificial intelligence (AI) methodologies can expedite the triage of suspicio…
• Accuracy of artificial intelligence in detecting tumor bone metastases: a systematic review and meta-analysis
  2025 · 医疗人工智能 · BACKGROUND: Bone metastases (BM) represent a prevalent complication of tumors. Early and accurate diagnosis, however, is a significant hurdle for radiologists. Recently, artificial intelligence (AI) has emerged as a valu…
• Artificial intelligence for difficult airway assessment: a protocol for a systematic review with meta-analysis
  2025 · 医疗人工智能 · INTRODUCTION: Identifying difficult airways and avoiding unanticipated difficult airways through difficult airway assessment are crucial for patient safety prior to airway management. Therefore, accurately predicting dif…
• Artificial Intelligence Approaches for Geographic Atrophy Segmentation: A Systematic Review and Meta-Analysis
  2025 · 医疗人工智能 · Geographic atrophy (GA) is a progressive retinal disease associated with late-stage age-related macular degeneration (AMD), a significant cause of visual impairment in senior adults. GA lesion segmentation is important f…
• Artificial intelligence-enabled prenatal ultrasound for the detection of fetal cardiac abnormalities: a systematic review and meta-analysis
  2025 · 医疗人工智能 · Background Advances in artificial intelligence (AI) have triggered interest in using intelligent systems to improve prenatal detection of fetal congenital heart defects (CHDs). Our aim is to systematically examine the cu…
• Artificial Intelligence–Based Psychotherapeutic Intervention on Psychological Outcomes: A Meta‐Analysis and Meta‐Regression
  2025 · 医疗人工智能 · Background: Artificial intelligence (AI)–based psychotherapeutic interventions may bring a new and viable approach to expanding psychiatric care. However, evidence of their effectiveness remains scarce. We evaluated the …
• Detection of carotid artery calcifications using artificial intelligence in dental radiographs: a systematic review and meta-analysis
  2025 · 医疗人工智能 · BACKGROUND: Carotid artery calcifications are important markers of cardiovascular health, often associated with atherosclerosis and a higher risk of stroke. Recent research shows that dental radiographs can help identify…
• Diagnostic performance of ultrasound characteristics-based artificial intelligence models for thyroid nodules: a systematic review and meta-analysis
  2025 · 医疗人工智能 · Background: Nowadays, artificial intelligence (AI) diagnostic models based on ultrasound features have been gradually integrated into the evaluation of thyroid nodules. However, the diagnostic effects of different AI-ass…
• Diagnosis melanoma with artificial intelligence systems: A meta‐analysis study and systematic review
  2025 · 医疗人工智能 · BACKGROUND: One of the most promising and rapidly advancing research areas in recent years is using dermoscopic images for automatic diagnosis with artificial intelligence and machine learning methods. OBJECTIVES: This s…
• A systematic review and meta-analysis of diagnostic performance comparison between generative AI and physicians
  2025 · 医疗人工智能 · While generative artificial intelligence (AI) has shown potential in medical diagnostics, comprehensive evaluation of its diagnostic performance and comparison with physicians has not been extensively explored. We conduc…
• Effects of brain-computer interface based training on post-stroke upper-limb rehabilitation: a meta-analysis
  2025 · 仿生智能 · BACKGROUND: Previous research has used the brain-computer interface (BCI) to promote upper-limb motor rehabilitation. However, the results of these studies were variable, leaving efficacy unclear. OBJECTIVES: This review…
• The state-of-the-art of invasive brain-computer interfaces in humans: a systematic review and individual patient meta-analysis
  2025 · 仿生智能 · Abstract Objective. Invasive brain-computer interfaces (iBCIs) have evolved significantly since the first neurotrophic electrode was implanted in a human subject three decades ago. Since then, both hardware and software …
• Effectiveness of Pain Neuroscience Education in Physical Therapy: A Systematic Review and Meta-Analysis
  2025 · 脑科学 · Background: Pain neuroscience education (PNE), when combined with physical therapy interventions, has been recognized as an effective strategy for improving pain management and reducing disability in individuals with chr…
• Comparing the effectiveness of different exercise interventions on quality of life in stroke patients: a randomized controlled network meta-analysis
  2025 · 脑科学 · BACKGROUND: This study evaluates the comprehensive impact of different exercise interventions on the quality of life in stroke patients through network meta-analysis, aiming to provide scientific evidence for developing …
• Regional Cerebral Oxygen Saturation and Risk of Delirium: A Systematic Review and Meta-Analysis
  2025 · 碳中和与 CCUS · Background: Delirium onset is associated with increased comorbidity and mortality. Identifying reliable delirium biomarkers remains challenging. Regional cerebral oxygen saturation (rSO2) offers an objective, easily obta…
• Effectiveness of Acupressure on Sleep Quality Among Inpatients: A Systematic Review and Meta‐Analysis
  2025 · 碳中和与 CCUS · Sleep quality in adult inpatients is frequently and severely disturbed by various factors such as noise, pain, and unfamiliar surroundings, which can impair disease recovery. Acupressure is widely used to improve sleep q…
• Digital Wellness Programs in the Workplace: Meta-Review
  2025 · 数字孪生 · BACKGROUND: Corporate wellness programs are increasingly using digital technologies to promote employee health. Digital wellness programs (DWPs) refer to initiatives that deliver health interventions through digital tool…
• An explainable digital twin framework for skin cancer analysis using early activation meta-learner
  2025 · 数字孪生 · Skin cancer is among the most common cancers globally, which calls for timely and precise diagnosis for successful therapy. Conventional methods of diagnosis, including dermoscopy and histopathology, are significantly de…
• Beyond genomics: artificial intelligence-powered diagnostics for indeterminate thyroid nodules—a systematic review and meta-analysis
  2025 · 基因技术工具 · Introduction: In recent years, artificial intelligence (AI) tools have become widely studied for thyroid ultrasonography (USG) classification. The real-world applicability of these developed tools as pre-operative diagno…
• The effectiveness of a high-intensity interval exercise on cardiometabolic health and quality of life in older adults: a systematic review and meta-analysis
  2025 · 生命科学 · Abstract Background High-intensity interval training (HIIT) is an effective exercise for improving physical and psychological function. However, there is an ongoing debate about the effects of HIIT on older adults. This …
• Proton pump inhibitors and the risk of gastric cancer: a systematic review, evidence synthesis and life course epidemiology perspective
  2025 · 生命科学 · Objectives Since proton pump inhibitors (PPI) have been introduced, many concerns were raised regarding potential gastric carcinogenicity. We aim to summarise and weigh the epidemiological evidence and address possible c…
• The Association Between Traditional Chinese Medicine Constitution and Polycystic Ovary Syndrome: A Systematic Review and Meta-Analysis
  2025 · 中医药工具 · Abstract Background: Traditional Chinese Medicine (TCM) emphasises preventive care, with TCM constitution as the foundation of this methodology. Consequently, identifying the TCM constitution is essential for forecasting…
• The Association Between Traditional Chinese Medicine Constitution and Polycystic Ovary Syndrome: A Systematic Review and Meta-Analysis
  2025 · 中医药工具 · Abstract Background: Traditional Chinese Medicine (TCM) emphasises preventive care, with TCM constitution as the foundation of this methodology. Consequently, identifying the TCM constitution is essential for forecasting…
• The Association Between Traditional Chinese Medicine Constitution and Polycystic Ovary Syndrome: A Systematic Review and Meta-Analysis
  2025 · 中医药工具 · Abstract Background: Traditional Chinese Medicine (TCM) emphasises preventive care, with TCM constitution as the foundation of this methodology. Consequently, identifying the TCM constitution is essential for forecasting…
• Estimation of the Cognitive Functioning of the Elderly by AI Agents: A Comparative Analysis of the Effects of the Psychological Burden of Intervention
  2024 · AI Agent 生态 · In recent years, an increasing number of studies have begun to use conversational data in spontaneous speech to estimate cognitive function in older people. The targets of spontaneous speech with older people used to be …
• Performance of artificial intelligence for diagnosing cervical intraepithelial neoplasia and cervical cancer: a systematic review and meta-analysis
  2024 · AI 安全与对齐 · Background: Cervical cytology screening and colposcopy play crucial roles in cervical intraepithelial neoplasia (CIN) and cervical cancer prevention. Previous studies have provided evidence that artificial intelligence (…
• Hidden impacts of ocean warming and acidification on biological responses of marine animals revealed through meta-analysis
  2024 · 生物计算 · Conflicting results remain on the impacts of climate change on marine organisms, hindering our capacity to predict the future state of marine ecosystems. To account for species-specific responses and for the ambiguous re…
• Nanocarrier-mediated probiotic delivery: a systematic meta-analysis assessing the biological effects
  2024 · 生物计算 · Probiotics have gained a significant attention as a promising way to improve gut health and overall well-being. The increasing recognition of the potential health advantages associated with functional food products, lead…
• Accuracy of artificial intelligence-assisted endoscopy in the diagnosis of gastric intestinal metaplasia: A systematic review and meta-analysis
  2024 · 医疗人工智能 · BACKGROUND AND AIMS: Gastric intestinal metaplasia is a precancerous disease, and a timely diagnosis is essential to delay or halt cancer progression. Artificial intelligence (AI) has found widespread application in the …
• Application of artificial intelligence in laryngeal lesions: a systematic review and meta-analysis
  2024 · 医疗人工智能 · OBJECTIVE: The objective of this systematic review and meta-analysis was to evaluate the diagnostic accuracy of AI-assisted technologies, including endoscopy, voice analysis, and histopathology, for detecting and classif…
• Application of radiomics for preoperative prediction of lymph node metastasis in colorectal cancer: a systematic review and meta-analysis
  2024 · 医疗人工智能 · BACKGROUND: Colorectal cancer (CRC) stands as the third most prevalent cancer globally, projecting 3.2 million new cases and 1.6 million deaths by 2040. Accurate lymph node metastasis (LNM) detection is critical for dete…
• Artificial intelligence-assisted interventions for perioperative anesthetic management: a systematic review and meta-analysis
  2024 · 医疗人工智能 · Integration of artificial intelligence (AI) into medical practice has increased recently. Numerous AI models have been developed in the field of anesthesiology; however, their use in clinical settings remains limited. Th…
• The effect of brain-computer interface controlled functional electrical stimulation training on rehabilitation of upper limb after stroke: a systematic review and meta-analysis
  2024 · 仿生智能 · Introduction Several clinical studies have demonstrated that brain-computer interfaces (BCIs) controlled functional electrical stimulation (FES) facilitate neurological recovery in patients with stroke. This review aims …
• Biochar’s effect on the soil carbon cycle: a rapid review and meta-analysis
  2024 · 碳中和与 CCUS · Abstract Biochar offers opportunities for improving soil carbon (C) sequestration and reducing CO2 emissions to the atmosphere. It has emerged as a strategy for mitigating climate change and improving the soil carbon cyc…
• Clinical outcomes of female external urine wicking devices as alternatives to indwelling catheters: a systematic review and meta-analysis
  2024 · 碳中和与 CCUS · BACKGROUND: Female patients using indwelling urinary catheters (IUCs) are disproportionately at risk for developing catheter-associated urinary tract infections (CAUTIs) compared to males. Female external urine wicking d…
• Nursing Interventions to Improve the Sleep Quality of Hospitalized Patients: A Systematic Review and Meta-analysis
  2024 · 碳中和与 CCUS · Abstract Background The objective of this study was to evaluate the impact of nursing interventions on sleep quality in hospitalized patients. Methods A comprehensive literature search was conducted, encompassing databas…
• Hand hygiene compliance and improvement interventions in the Eastern Mediterranean Region: a systematic review and meta-analysis
  2024 · 碳中和与 CCUS · Hand hygiene compliance among healthcare workers is crucial for preventing infections in healthcare settings. This systematic review and meta-analysis aimed to assess the compliance of healthcare workers in the Eastern M…
• Deep venous thrombosis (DVT) diagnostics: gleaning insights from point-of-care ultrasound (PoCUS) techniques in emergencies: a systematic review and meta-analysis
  2024 · 碳中和与 CCUS · BACKGROUND: The assessment of deep venous thrombosis (DVT) is clinically difficult diagnosis. The "gold standard test" for DVT diagnosis is venography; however, various point-of-care ultrasound (POCUS) protocols have bee…
• Prognostic nutritional index as a predictive marker for acute kidney injury in adult critical illness population: a systematic review and diagnostic test accuracy meta-analysis
  2024 · 碳中和与 CCUS · BACKGROUND: The prognostic nutritional index (PNI), integrating nutrition and inflammation markers, has been increasingly recognized as a prognostic predictor in diverse patient cohorts. Recently, its effectiveness as a …
• Advancing Health Care With Digital Twins: Meta-Review of Applications and Implementation Challenges (Preprint)
  2024 · 数字孪生 · BACKGROUND Digital twins (DTs) are digital representations of real-world systems, enabling advanced simulations, predictive modeling, and real-time optimization in various fields, including health care. Despite growing i…
• Diagnostic accuracy of radiomics and artificial intelligence models in diagnosing lymph node metastasis in head and neck cancers: a systematic review and meta-analysis
  2024 · 具身智能 · INTRODUCTION: Head and neck cancers are the seventh most common globally, with lymph node metastasis (LNM) being a critical prognostic factor, significantly reducing survival rates. Traditional imaging methods have limit…
• Reproductive output and adult lifespan of 308 invertebrate species subjected to temperature variations, from a meta-analysis of published literature
  2024 · 生命科学 · This dataset contains extracted data from studies reporting the effect of temperature on animal reproduction and adult lifespan. To identify studies, we performed a systematic literature search using the online database …
• Effects of mind–body exercise on physical ability, mental health and quality of life in stroke patients: a systematic review and meta-analysis
  2024 · 生命科学 · Purpose: To systematically evaluate the effects of mind-body exercise on physical ability, mental health and quality of life in stroke patients. Methods: According to the PRISMA statement, we searched Web of science, Pub…
• Effect of different exercise types on quality of life in patients with breast cancer: A network meta-analysis of randomized controlled trials
  2024 · 生命科学 · BACKGROUND: Exercise is a rehabilitation strategy for patients with breast cancer; however, the optimal type of exercise remains uncertain. This study aimed to compare the effects of five exercise types on the quality of…
• The relationship between levels of physical activity and participation in everyday life in stroke survivors: A systematic review and meta-analysis
  2024 · 生命科学 · Stroke survivors demonstrate decreased physical activity (PA) and take time to return to participation in everyday life, but the relationship between the two variables is unknown. To investigate the correlation and traje…
• Systematic review and meta-analysis of AI-based conversational agents for promoting mental health and well-being
  2023 · AI Agent 生态 · Conversational artificial intelligence (AI), particularly AI-based conversational agents (CAs), is gaining traction in mental health care. Despite their growing usage, there is a scarcity of comprehensive evaluations of …
• Analysing the Impact of Artificial Intelligence and Computational Sciences on Student Performance: Systematic Review and Meta-analysis
  2023 · 医疗人工智能 · Abstract Artificial intelligence (AI) and computational sciences have aroused a growing interest in education. Despite its relatively recent history, AI is increasingly being introduced into the classroom through differe…
• Prevalence of computer vision syndrome in computer users: A systematic review and meta-analysis
  2023 · 数字孪生 · Background/Aim. Vision and health problems associated with the use of computers and other digital devices are known as computer vision syndrome (CVS). Advances in technology have led to increased use of computers, so the…
• Efficacy and Safety of SGLT2 Inhibitors and Sotagliflozin in Heart Failure: A Systematic Review and Meta-Analysis of 59 Randomized Controlled Trials
  2026 · AI 驱动科学发现 · Reproducibility archive for the systematic review and meta-analysis: Efficacy and Safety of SGLT2 Inhibitors and Sotagliflozin in Heart Failure: A Systematic Review and Meta-Analysis of 59 Randomized Controlled Trials. P…
• Efficacy and Safety of SGLT2 Inhibitors and Sotagliflozin in Heart Failure: A Systematic Review and Meta-Analysis of 59 Randomized Controlled Trials
  2026 · AI 驱动科学发现 · Reproducibility archive for the systematic review and meta-analysis: Efficacy and Safety of SGLT2 Inhibitors and Sotagliflozin in Heart Failure: A Systematic Review and Meta-Analysis of 59 Randomized Controlled Trials. P…
• Evaluating the Diagnostic Performance and Clinical Interpretability of Explainable AI (XAI) in Digital Histopathology: A Systematic Review and Meta-Analysis.
  2026 · AI 驱动科学发现 · This OSF record documents a completed systematic review and meta-analysis; it is not a prospective preregistration. Explainable artificial intelligence has gained increasing attention in digital histopathology as a tool …
• Machine Learning Models for Predicting Degradation Performance in Persulfate-Based Advanced Oxidation Processes: A Systematic Review and Meta-Analysis
  2026 · 生命科学 · This project is a systematic review and meta-analysis examining the predictive performance of machine learning (ML) models in persulfate-based advanced oxidation processes (PS-AOPs) for organic pollutant degradation. Pur…
• Heavy-metal contamination in freshwater fish of the Indus River basin, Pakistan: a systematic review and meta-analysis of tissue burdens, spatiotemporal trends, and human-health risk
  2026 · 生命科学 · Background: Freshwater fish from the Indus River basin are an important dietary protein source in Pakistan, yet the basin receives substantial industrial, agricultural and municipal effluent. Numerous single-site studies…

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