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systematic review

GeneTech 知识引擎共收录 226 篇相关科研实体，横跨 23 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。

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代表性文献（按质量分排序，前 60 条）

• Explainable AI in healthcare: a systematic review of XAI use cases in imaging, diagnostics, and rehabilitation
  2026 · AI 安全与对齐 · Background: Explainable artificial intelligence (XAI) is used in healthcare to make machine-learning outputs more transparent and clinically usable. This is important because many machine learning models work like a "bla…
• Problems with a one-size-fits-all approach: a systematic literature review on solutions to AI bias in healthcare and implications for engineering biology
  2026 · AI 安全与对齐 · Much of the current literature on artificial intelligence bias in healthcare presents a one-size-fits-all approach to bias mitigation. Such approaches, however, are unlikely to offer actionable guidance to those develope…
• How can the integration of AI large language models and knowledge graph enhance fault diagnosis? A systematic literature review
  2026 · AI 安全与对齐 · The integration of Large Language Models (LLMs) and Knowledge Graphs (KGs) represents an emerging approach to improving fault diagnosis in industrial settings. Traditional fault diagnosis methods—including model-based, s…
• Artificial Intelligence in the Evaluation and Intervention of Developmental Coordination Disorder: A Scoping Review of Methods, Clinical Purposes, and Future Directions
  2026 · AI 安全与对齐 · Background: Developmental coordination Disorder (DCD) is a prevalent and persistent neurodevelopmental condition characterized by motor learning difficulties that significantly affect daily functioning and participation.…
• 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…
• Efficacy of synthetic and biological DMARDs: a systematic literature review informing the 2025 update of the EULAR recommendations for the management of rheumatoid arthritis
  2026 · 生物计算 · OBJECTIVES: This systematic literature review (SLR) updated evidence on the efficacy of disease-modifying antirheumatic drugs (DMARDs) and glucocorticoids (GCs) to inform the 2025 update of the European Alliance of Assoc…
• Natural Language Processing (NLP)-Based Frameworks for Cyber Threat Intelligence and Early Prediction of Cyberattacks in Industry 4.0: A Systematic Literature Review
  2026 · 医疗人工智能 · This study provides a systematic overview of Natural Language Processing (NLP)-based frameworks for Cyber Threat Intelligence (CTI) and the early prediction of cyberattacks in Industry 4.0. As digital transformation acce…
• Mapping and Quality Appraisal of Artificial Intelligence Preferential Reporting Checklists, Items, Guidelines, and Consensus in Healthcare: An Altmetric, Bibliometric, and Systematic Review
  2026 · 医疗人工智能 · Introduction: The integration of artificial intelligence (AI) in healthcare has garnered significant scholarly attention, particularly in areas such as medical image analysis, prognosis, and treatment. Despite its potent…
• GenAI-Supported Virtual Patients in Health Care Education: Systematic Review
  2026 · 医疗人工智能 · Background: Generative artificial intelligence (GenAI) is enhancing virtual patient simulations in health care education by enabling dynamic, adaptive interactions, reshaping how clinical skills are taught. A synthesis o…
• Clinical research on artificial intelligence medical diagnostic devices: A scoping review
  2026 · 医疗人工智能 · Artificial intelligence medical diagnostic devices (AIMDDs) show strong potential but face barriers to clinical use, emphasizing the need for rigorous clinical research. We assessed current AIMDD research, key challenges…
• Accuracy of Generative Artificial Intelligence in Risk-of-Bias Assessment using RoB 2.0 Tool and Extracting Data in Exercise Therapy for Chronic Low Back Pain RCTs
  2026 · 医疗人工智能 · The production of medical and scientific research has grown exponentially since the first medical articles were published. The current pyramid of evidence-based medicine represents the tip of the research iceberg, and th…
• Enhancing IIoT Security Using Digital Twins in Industry 5.0: A Systematic Literature Review
  2026 · 数字孪生 · The rapid advancement of Industry 5.0 and the concurrent growth of the Industrial Internet of Things (IIoT) present significant cybersecurity challenges necessitating advanced solutions. Digital Twin technology, which en…
• Digital twins in healthcare: A systematic review of current applications, frameworks, and future directions.
  2026 · 数字孪生 · Objective: This systematic review aims to evaluate current digital twin (DT) applications in healthcare, explore their technological foundations, and propose a roadmap for scalable, patient-centered implementation. Metho…
• Integrated Quality Management Model for Teaching Factory in the Era of Industrial Revolution 4.0 : A Systematic Literature Review
  2026 · 数字孪生 · Abstract Aim This systematic literature review synthesizes research on quality management models for Teaching Factories (TeFa) in the Industrial Revolution 4.0 (IR 4.0) era, aiming to identify core components and technol…
• Digital twin applications in adult critical care: A scoping review of current development and implementation trends.
  2026 · 数字孪生 · Objective: Digital twins (DTs) show promise in critical care by enabling personalised treatment and optimising clinical decision-making. Despite the complexity and data-intensive nature of critical care, the implementati…
• Digital twins in agriculture: A systematic literature review on modeling, semantics, and interoperability
  2026 · 数字孪生 · The adoption of Digital Twins in agriculture has increased significantly in recent years, driven by advances in sensing technologies, computational modeling, and data-driven analytics. As agricultural systems become incr…
• Digital Twin Technology in Wind Turbine Condition Monitoring, Predictive Maintenance, and RUL Estimation: A Systematic Literature Review
  2026 · 数字孪生 · The rapid growth of wind energy has increased the need for advanced condition monitoring (CM), predictive maintenance, and remaining useful life (RUL) estimation strategies for wind turbines. In this context, digital twi…
• Comparative Genomic Insights into Pangenome Diversity and Functional Adaptation of Akkermansia and Faecalibacterium as Gut-Associated Next-Generation Probiotics: A Systematic Review
  2026 · 基因技术工具 · This systematic review aimed to comprehensively synthesize current evidence and how comparative genomics has been applied to characterize pangenome diversity and functional adaptation, in the gut-associated next-generati…
• Energy Use and Renewable Sources in the Coffee Post-Harvest Chain: A Systematic Review
  2026 · 生命科学 · The post-harvest process of coffee involves several stages such as drying, processing, storage, and roasting, which traditionally have high energy demands. This high consumption directly impacts production costs, operati…
• 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…
• Data-extraction and adversary-model coding dataset for "UAV Path Planning in the Presence of Jamming: A Survey"
  2026 · 低空经济 · This dataset supports the survey "UAV Path Planning in the Presence of Jamming" (submitted to Computer Science Review). It contains the list of the 79 studies included in the synthesis with complete DOIs (CSV and BibTeX,…
• Energy Use and Renewable Sources in the Coffee Post-Harvest Chain: A Systematic Review
  2026 · 新能源 · The post-harvest process of coffee involves several stages such as drying, processing, storage, and roasting, which traditionally have high energy demands. This high consumption directly impacts production costs, operati…
• From Technical Feasibility to Bankability: A Mixed-Method Systematic Review and Cross-Study Techno-Economic Synthesis of Small Hydropower Financing (Supplementary data and code))
  2026 · 新能源 · What is here: A harmonised case-level techno-economic dataset of 930 cases from 252 peer-reviewed studies, in which every monetary value is converted to constant 2024 US dollars by a documented two-step workflow — the of…
• From Technical Feasibility to Bankability: A Mixed-Method Systematic Review and Cross-Study Techno-Economic Synthesis of Small Hydropower Financing (Supplementary data and code))
  2026 · 新能源 · What is here: A harmonised case-level techno-economic dataset of 930 cases from 252 peer-reviewed studies, in which every monetary value is converted to constant 2024 US dollars by a documented two-step workflow — the of…
• A systematic literature review on federated cyber-attack detection for edge intelligence: Challenges, approaches, and future directions
  2026 · 隐私计算与数据要素 · The rapid expansion of Edge Computing (EC) and Internet of Things devices has introduced significant cybersecurity challenges, necessitating advanced and privacy-preserving attack detection strategies. Traditional cyber-…
• Unraveling the mechanisms and effectiveness of AI-assisted feedback in education: A systematic literature review
  2025 · AI 安全与对齐 · Rapid advancements in Artificial Intelligence (AI) have prompted growing interest in leveraging AI for educational feedback. Yet, the centrality of the learner in this process is often overshadowed by technological excit…
• AI AND QUANTUM COMPUTING FOR CARBON-NEUTRAL SUPPLY CHAINS: A SYSTEMATIC REVIEW OF INNOVATIONS
  2025 · AI 安全与对齐 · The urgent global imperative to mitigate climate change has brought carbon-neutral supply chains to the forefront of sustainability and operations management discourse. As organizations strive to meet net-zero emission t…
• Enhancing system resilience to climate change through artificial intelligence: a systematic literature review
  2025 · AI 安全与对齐 · The growing urgency of climate change necessitates innovative strategies to enhance system resilience across many sectors. Artificial Intelligence (AI) emerges as a transformative tool in this regard, yet existing resear…
• Insights into suggested Responsible AI (RAI) practices in real-world settings: a systematic literature review
  2025 · AI 安全与对齐 · AI-enabled systems have significant societal benefits, but only if they are developed, deployed, and used responsibly. We systematically review 45 empirical studies in real-world settings to identify suggested Responsibl…
• A comprehensive landscape of AI applications in broad-spectrum drug interaction prediction: a systematic review
  2025 · AI 安全与对齐 · In drug development, managing interactions such as drug-drug, drug-disease, and drug-nutrient is critical for ensuring the safety and efficacy of pharmacological treatments. These interactions often overlap, forming a co…
• 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…
• Large Language Models in Radiology Reporting—A Systematic Review of Performance, Limitations, and Clinical Implications
  2025 · AI 安全与对齐 · Abstract Background Large language models (LLMs) have emerged as potential tools for automated radiology reporting. However, concerns regarding their fidelity, reliability, and clinical applicability remain. This systema…
• Exploring the Role of Artificial Intelligence (AI)-Driven Training in Laparoscopic Suturing: A Systematic Review of Skills Mastery, Retention, and Clinical Performance in Surgical Education
  2025 · AI 安全与对齐 · Background: Artificial Intelligence (AI)-driven training systems are becoming increasingly important in surgical education, particularly in the context of laparoscopic suturing. This systematic review aims to assess the …
• Agentic AI Frameworks in SMMEs: A Systematic Literature Review of Ecosystemic Interconnected Agents
  2025 · AI 安全与对齐 · This study examines the application of agentic artificial intelligence (AI) frameworks within small, medium, and micro enterprises (SMMEs), emphasising the transformative potential of interconnected autonomous agents in …
• Multimodal approaches and AI-driven innovations in dementia diagnosis: a systematic review
  2025 · AI 安全与对齐 · Neurodegenerative disorders, such as dementia, present some of the most pressing challenges in the field of medicine today. By causing progressive cognitive and functional decline, Alzheimer’s Disease (AD) and Frontotemp…
• From AI to the Table: A Systematic Review of ChatGPT’s Potential and Performance in Meal Planning and Dietary Recommendations
  2025 · AI 安全与对齐 · A balanced diet is crucial for preventing diseases and managing existing health conditions. ChatGPT as garnered attention from researchers, including nutrition scientists and dietitians, as an innovative tool for persona…
• Systematic Literature Review on Merging AI-Based Wildfire Detection with Bee Bioacoustics: A Hybrid Environmental Sensing Approach
  2025 · AI 安全与对齐 · The increasing frequency and severity of wildfires, exacerbated by climate variability and human activities, demand innovative solutions for early detection and risk assessment. This systematic review critically examines…
• Towards Fair AI: Mitigating Bias in Credit Decisions—A Systematic Literature Review
  2025 · AI 驱动科学发现 · The increasing adoption of artificial intelligence algorithms is redefining decision-making across various industries. In the financial sector, where automated credit granting has undergone profound changes, this transfo…
• Examining inclusivity: the use of AI and diverse populations in health and social care: a systematic review
  2025 · AI 驱动科学发现 · BACKGROUND: Artificial intelligence (AI)-based systems are being rapidly integrated into the fields of health and social care. Although such systems can substantially improve the provision of care, diverse and marginaliz…
• Affective Computing for Learning in Education: A Systematic Review and Bibliometric Analysis
  2025 · 生物计算 · Affective computing is an emerging area of education research and has the potential to enhance educational outcomes. Despite the growing number of literature studies, there are still deficiencies and gaps in the domain o…
• Comparing Artificial Intelligence and manual methods in systematic review processes: protocol for a systematic review
  2025 · 医疗人工智能 · Objectives This systematic review aims to evaluate the effectiveness of automated methods using artificial intelligence (AI) in conducting systematic reviews, with a focus on both performance and resource utilization com…
• Impact of artificial intelligence on academic performance in medical education: A systematic review
  2025 · 医疗人工智能 · Artificial intelligence (AI) plays a significant role in improving the quality of medical education. This study aimed to investigate the application of AI in medical education. A systematic review was conducted of all ed…
• Systematic literature review on the application of explainable artificial intelligence in palliative care studies
  2025 · 医疗人工智能 · BACKGROUND: As machine learning models become increasingly prevalent in palliative care, explainability has become a critical factor in their successful deployment in this sensitive field, where decisions can profoundly …
• 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…
• Do occupational health and safety tools that utilize artificial intelligence have a measurable impact on worker injury or illness? Findings from a systematic review
  2025 · 医疗人工智能 · BACKGROUND: Artificial intelligence (AI) holds promise as a tool that can be used by practitioners in the field of occupational health and safety (OHS). This study aimed to identify AI applications specifically used for …
• 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…
• Navigating the Complexity of Generative Artificial Intelligence in Higher Education: A Systematic Literature Review
  2025 · 医疗人工智能 · Technological innovation has transformed educational settings, enabling artificial intelligence (AI)-driven teaching and learning processes. While AI is still in its embryonic stage in education, generative artificial in…
• Artificial intelligence demonstrates potential to enhance orthopaedic imaging across multiple modalities: A systematic review
  2025 · 医疗人工智能 · Purpose: While several artificial intelligence (AI)-assisted medical imaging applications are reported in the recent orthopaedic literature, comparison of the clinical efficacy and utility of these applications is curren…
• Artificial Intelligence in Educational Technology: A Systematic Review of Datasets and Applications
  2025 · 医疗人工智能 · Artificial Intelligence (AI) has the potential to impact a diverse range of domains. For instance, AI for the education domain has received increasing interest with various applications, including predicting performance,…
• A foundation model for human-AI collaboration in medical literature mining
  2025 · 医疗人工智能 · Applying artificial intelligence (AI) for systematic literature review holds great potential for enhancing evidence-based medicine, yet has been limited by insufficient training and evaluation. Here, we present LEADS, an…
• Artificial intelligence-oriented predictive model for the risk of postpartum depression: a systematic review
  2025 · 医疗人工智能 · Introduction Postpartum depression (PPD) is a significant mental health concern affecting 3.5-33.0% of mothers worldwide, with potentially severe consequences for both maternal and infant well-being. The emergence of art…
• Application of Artificial Intelligence Technologies as an Intervention for Promoting Healthy Eating and Nutrition in Older Adults: A Systematic Literature Review
  2025 · 医疗人工智能 · Background/Objectives: The aging population faces a multitude of health challenges, particularly when it comes to maintaining proper nutrition. Age-related physiological changes, such as decreased metabolism, diminished …
• Artificial Intelligence in Intensive Care: An Overview of Systematic Reviews with Clinical Maturity and Readiness Mapping
  2025 · 医疗人工智能 · Background: ICU care is time critical and data dense, making it a promising but high-risk setting for AI decision support when tools are weakly validated. ICU AI evidence is heterogeneous, with limited external validatio…
• 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…
• Informed consent competency assessment for brain-computer interface clinical research and application in psychiatric disorders: A systematic review
  2025 · 仿生智能 · BACKGROUND: Brain-computer interface (BCI) technology is rapidly advancing in psychiatry. Informed consent competency (ICC) assessment among psychiatric patients is a pivotal concern in clinical research. AIM: To analyze…
• Efficacy and safety of brain–computer interface for stroke rehabilitation: an overview of systematic review
  2025 · 仿生智能 · Background: Stroke is a major global health challenge that significantly influences public health. In stroke rehabilitation, brain-computer interfaces (BCI) offer distinct advantages over traditional training programs, i…
• 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…
• Recent Advances in the Therapeutic Potential of Cannabinoids Against Gliomas: A Systematic Review (2022–2025)
  2025 · 脑科学 · ABSTRACT Glioma is the most common and lethal primary brain tumor in adults, with glioblastoma (GBM) representing the most aggressive subtype, characterized by diffuse infiltration, resistance to therapy, and a poor prog…

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