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GeneTech 知识引擎共收录 1085 篇相关科研实体，横跨 27 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）

• Generative AI in Precision Nutrition: A Review of Current Developments and Future Directions
  2026 · AI 安全与对齐 · Background: Precision nutrition (PN) aims to personalize dietary guidance by accounting for inter-individual variability across biological, metabolic, lifestyle, and environmental factors influencing nutritional needs an…
• The Role of Whole Slide Imaging in AI-Based Digital Pathology: Current Challenges and Future Directions—An Updated Literature Review
  2026 · AI 安全与对齐 · Background/Objectives: Combining Whole Slide Imaging (WSI) and Artificial Intelligence (AI) in digital pathology (DP) is accelerating the field of diagnostic pathology by improving analysis metrics accuracy, reproducibil…
• A Systematic Review of Contrastive Learning in Medical AI: Foundations, Biomedical Modalities, and Future Directions
  2026 · AI 安全与对齐 · Medical artificial intelligence (AI) systems depend heavily on high-quality data representations to support accurate prediction, diagnosis, and clinical decision-making. However, the availability of large, well-annotated…
• Transforming evidence synthesis: A systematic review of the evolution of automated meta-analysis in the age of AI
  2026 · AI 安全与对齐 · Abstract Exponential growth in scientific literature has heightened the demand for efficient evidence-based synthesis, driving the rise of the field of automated meta-analysis (AMA) powered by natural language processing…
• AI-driven deciphering of cell niches with single-cell and spatial omics: a new perspective for traditional Chinese medicine research
  2026 · AI 安全与对齐 · The therapeutic effects of traditional Chinese medicine (TCM) are characterized by holistic and systematic regulation of the organism, typically achieved through coordinating tissue microenvironments and multicellular in…
• Intelligent Eyes on Buildings: A Scientometric Mapping and Systematic Review of AI-Based Crack Detection and Predictive Diagnostics of Building Structures
  2026 · AI 安全与对齐 · Artificial Intelligence (AI)-based crack detection in buildings uses computer vision and deep learning to automatically identify structural cracks from inspection images. In recent years, many studies have explored this …
• Automated Safety Testing and Reporting Application for Conversational Safety Monitoring of Generative AI Tools for Mental Health: Development and Validation Study
  2026 · AI 安全与对齐 · BACKGROUND: Artificial intelligence (AI)-based conversational tools are rapidly expanding within mental health care as a means of increasing access and scalability. At the same time, these systems introduce distinct safe…
• A comprehensive review of explainable artificial intelligence in healthcare methods, evaluation, and clinical integration
  2026 · AI 安全与对齐 · Explainable artificial intelligence (XAI) is essential for healthcare trust, yet a substantial gap persists between XAI techniques and actual clinical adoption. This review addresses this gap by framing clinical integrat…
• 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…
• Illustrations from Advancing Collaboration and Data Sharing Agreements in Biomedical AI Research Workshop
  2026 · AI 驱动科学发现 · We include here illustrations created by Scriberia during our workshop activities. The Advancing Management Skills in Biomedical AI Research Project started on 1st October 2025 and has been a rapid research project inves…
• Illustrations from Advancing Collaboration and Data Sharing Agreements in Biomedical AI Research Workshop
  2026 · AI 驱动科学发现 · We include here illustrations created by Scriberia during our workshop activities. The Advancing Management Skills in Biomedical AI Research Project started on 1st October 2025 and has been a rapid research project inves…
• Translating Computational Methods into (and out of) Sociology: How Research Support Units Negotiate Values, Responsibilities, and Standards for Societal Analysis
  2026 · AI 驱动科学发现 · Digital methods, Big Data, and AI increasingly shape societal analysis in two directions: sociologists adopt computational approaches developed in STEM fields, and STEM-trained researchers work with digital traces, large…
• Translating Computational Methods into (and out of) Sociology: How Research Support Units Negotiate Values, Responsibilities, and Standards for Societal Analysis
  2026 · AI 驱动科学发现 · Digital methods, Big Data, and AI increasingly shape societal analysis in two directions: sociologists adopt computational approaches developed in STEM fields, and STEM-trained researchers work with digital traces, large…
• An Open-Source AI/ML High School Curriculum Using Berkeley Lab STEM Research Data
  2026 · AI 驱动科学发现 · Due to the rapid advancements of Artificial Intelligence (AI), it is increasingly important to implement AI and Machine Learning (ML) curriculum into the classroom so that students are well-equipped for future careers in…
• An Open-Source AI/ML High School Curriculum Using Berkeley Lab STEM Research Data
  2026 · AI 驱动科学发现 · Due to the rapid advancements of Artificial Intelligence (AI), it is increasingly important to implement AI and Machine Learning (ML) curriculum into the classroom so that students are well-equipped for future careers in…
• Sampling, Mobility, and Anchoring in Small‐Body Sampling Robots: A Comprehensive Review
  2026 · 地外矿物 · ABSTRACT Small‐body sampling robots are crucial for asteroid and comet exploration as well as in situ resource utilization, yet they face unique challenges of microgravity, irregular terrain, and uncertain surface proper…
• Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey
  2026 · 生物计算 · Edge-cloud collaborative computing (ECCC) has emerged as a pivotal paradigm for addressing the computational demands of modern intelligent applications, integrating cloud resources with edge devices to enable efficient, …
• Artificial Intelligence agents for biological research: a survey
  2026 · 医疗人工智能 · The rapid growth of biological data and experimental complexity has motivated increasing interest in artificial intelligence (AI) systems that extend beyond static prediction toward autonomous reasoning and action. While…
• AI Agents vs. Agentic AI: A Conceptual taxonomy, applications and challenges
  2025 · AI Agent 生态 · Information fusion, in the context of the Generative AI era, must distinguish AI Agents from Agentic AI. This review critically distinguishes between AI Agents and Agentic AI, offering a structured, conceptual taxonomy, …
• AI Agents and Agentic Systems: A Multi-Expert Analysis
  2025 · AI Agent 生态 · The emergence of AI agents and agentic systems represents a significant milestone in artificial intelligence, enabling autonomous systems to operate, learn, and collaborate in complex environments with minimal human inte…
• AI Agents Under Threat: A Survey of Key Security Challenges and Future Pathways
  2025 · AI Agent 生态 · An Artificial Intelligence (AI) agent is a software entity that autonomously performs tasks or makes decisions based on pre-defined objectives and data inputs. AI agents, capable of perceiving user inputs, reasoning and …
• Agentic AI: Autonomous Intelligence for Complex Goals—A Comprehensive Survey
  2025 · AI Agent 生态 · Agentic AI, an emerging paradigm in artificial intelligence, refers to autonomous systems designed to pursue complex goals with minimal human intervention. Unlike traditional AI, which depends on structured instructions …
• AI Agents Meet Blockchain: A Survey on Secure and Scalable Collaboration for Multi-Agents
  2025 · AI Agent 生态 · In recent years, the interplay between AI agents and blockchain has enabled secure and scalable collaboration among multi-agent systems, promoting unprecedented levels of autonomy and interoperability. AI agents play a v…
• A Survey on Agent Workflow – Status and Future
  2025 · AI Agent 生态 · In the age of large language models (LLMs), autonomous agents have emerged as a powerful paradigm for achieving general intelligence. These agents dynamically leverage tools, memory, and reasoning capabilities to accompl…
• The Rise of Agentic AI: A Review of Definitions, Frameworks, Architectures, Applications, Evaluation Metrics, and Challenges
  2025 · AI Agent 生态 · Agentic AI systems are a recently emerged and important approach that goes beyond traditional AI, generative AI, and autonomous systems by focusing on autonomy, adaptability, and goal-driven reasoning. This study provide…
• Navigating artificial general intelligence development: societal, technological, ethical, and brain-inspired pathways
  2025 · AI 安全与对齐 · This study examines the imperative to align artificial general intelligence (AGI) development with societal, technological, ethical, and brain-inspired pathways to ensure its responsible integration into human systems. U…
• Intelligent Water Management Through Edge-Enabled IoT, AI, and Big Data Technologies
  2025 · AI 安全与对齐 · In the 21st century, Urbanization, population growth, and climate change have created significant problems in water resource management. Recent advancements in technologies such as Internet of Things (IoT), Edge Computin…
• Digital Twin and AI Models for Infrastructure Resilience: A Systematic Knowledge Mapping
  2025 · AI 安全与对齐 · As global infrastructure systems face increasing environmental, social, and operational challenges, enhancing their resilience through digital and intelligent technologies has become a strategic priority. Digital Twin (D…
• DeepSeek versus ChatGPT: Multimodal artificial intelligence revolutionizing scientific discovery. From language editing to autonomous content generation—Redefining innovation in research and practice
  2025 · AI 安全与对齐 · Artificial intelligence (AI) has become indispensable in modern research, revolutionizing workflows from code generation to clinical data interpretation. Tools like ChatGPT now underpin tasks as diverse as statistical ge…
• A Methodological Framework for AI-Driven Textual Data Analysis in Digital Media
  2025 · AI 安全与对齐 · The growing volume of textual data generated on digital media platforms presents significant challenges for the analysis and interpretation of information. This article proposes a methodological approach that combines ar…
• Data issues in industrial AI systems: A meta-review and research strategy
  2025 · AI 安全与对齐 · In the era of Industry 4.0, artificial intelligence (AI) is assumed to play an increasingly pivotal role within industrial systems. Despite the recent trend within various industries to adopt AI, the actual adoption of A…
• AI-Driven Framework for Evaluating Climate Misinformation and Data Quality on Social Media
  2025 · AI 安全与对齐 · In the digital age, climate change content on social media is frequently distorted by misinformation, driven by unrestricted content sharing and monetization incentives. This paper proposes a novel AI-based framework to …
• Exploring the Role of Artificial Intelligence in Smart Healthcare: A Capability and Function-Oriented Review
  2025 · AI 安全与对齐 · Artificial Intelligence (AI) is transforming smart healthcare by enhancing diagnostic precision, automating clinical workflows, and enabling personalized treatment strategies. This review explores the current landscape o…
• LLM Fine-Tuning: Concepts, Opportunities, and Challenges
  2025 · AI 安全与对齐 · As a foundation of large language models, fine-tuning drives rapid progress, broad applicability, and profound impacts on human–AI collaboration, surpassing earlier technological advancements. This paper provides a compr…
• Optimizing Hospital Operational Efficiency Using AI: A Multi-Objective NSGA-II Model for Real-World Medical Data in Syria
  2025 · AI 安全与对齐 · This study presents an AI-driven multi-objective optimization approach using the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) to enhance hospital operational efficiency in Syria. Using real-world data from the Ti…
• Teachers’ perspectives on AI integration in K-12 education: challenges, opportunities, and preliminary assessment model – a systematic review
  2025 · AI 安全与对齐 · The integration of Artificial Intelligence (AI) into K-12 education holds significant promise for transforming teaching and learning processes. Central to this transformation are teachers’ perspectives, which play a key …
• Guest editorial: Artificial intelligence (AI) in the world of work: bibliometric insights and mapping opportunities and challenges
  2025 · AI 安全与对齐 · Purpose This editorial review presents a bibliometric account of the convergence of the fields of artificial intelligence (AI) and human resource management (HRM) and an overview of the related contributions in this spec…
• From Industry 4.0 to 5.0: leveraging AI and IoT for sustainable and human-centric operations
  2025 · AI 安全与对齐 · Purpose This study investigates the transition from Industry 4.0 to Industry 5.0, focusing on the integration of artificial intelligence (AI), machine learning (ML), and the Internet of Things (IoT) to support human-cent…
• AI-Driven Transcriptome Prediction in Human Pathology: From Molecular Insights to Clinical Applications
  2025 · AI 安全与对齐 · Gene expression regulation underpins cellular function and disease progression, yet its complexity and the limitations of conventional detection methods hinder clinical translation. In this review, we define "predict" as…
• 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…
• A Survey on the Feedback Mechanism of LLM-based AI Agents
  2025 · AI 安全与对齐 · Large language models (LLMs) are increasingly being adopted to develop general-purpose AI agents. However, it remains challenging for these LLM-based AI agents to efficiently learn from feedback and iteratively optimize …
• How AI Is Transforming Medical Education: Bibliometric Analysis
  2025 · AI 安全与对齐 · BACKGROUND: Artificial intelligence (AI) is increasingly being integrated into medical education. As AI technologies continue to evolve, they are expected to enable more sophisticated student tutoring, performance evalua…
• Generative Artificial Intelligence in Healthcare: Applications, Implementation Challenges, and Future Directions
  2025 · AI 安全与对齐 · Generative artificial intelligence (AI) is rapidly transforming healthcare systems since the advent of OpenAI in 2022. It encompasses a class of machine learning techniques designed to create new content and is classifie…
• Unlocking AI Potential: Effort Expectancy, Satisfaction, and Usage in Research
  2025 · AI 安全与对齐 · Aim/Purpose: This study investigates the key factors influencing the adoption and use of artificial intelligence (AI) applications among researchers, focusing on effort expectancy, satisfaction, perceived ease of use, an…
• Generative AI personas considered harmful? Putting forth twenty challenges of algorithmic user representation in human-computer interaction
  2025 · AI 安全与对齐 · • Shows how GenAI fundamentally transforms existing persona development issues through evolutionary amplification rather than creating entirely new problems, with traditional biases becoming algorithmic discrimination an…
• Industrial applications of large language models
  2025 · AI 安全与对齐 · Large language models (LLMs) are artificial intelligence (AI) based computational models designed to understand and generate human like text. With billions of training parameters, LLMs excel in identifying intricate lang…
• From Black Boxes to Glass Boxes: Explainable AI for Trustworthy Deepfake Forensics
  2025 · AI 安全与对齐 · As deepfake technology matures, its risks in spreading false information and threatening personal and societal security are escalating. Despite significant accuracy improvements in existing detection models, their inhere…
• AI as a catalyst for transforming scientific research: a perspective
  2025 · AI 安全与对齐 · Artificial intelligence (AI) is revolutionizing how we conduct, scale, and reimagine scientific research. Unlike prior technologies that amplified human capability within existing paradigms, AI is redefining the very ste…
• Towards Precision in Sarcopenia Assessment: The Challenges of Multimodal Data Analysis in the Era of AI
  2025 · AI 安全与对齐 · Sarcopenia, a condition characterised by the progressive decline in skeletal muscle mass and function, presents significant challenges in geriatric healthcare. Despite advances in its management, complex etiopathogenesis…
• Transforming Dermatopathology With AI: Addressing Bias, Enhancing Interpretability, and Shaping Future Diagnostics
  2025 · AI 安全与对齐 · ABSTRACT Background Artificial intelligence (AI) is transforming dermatopathology by enhancing diagnostic accuracy, efficiency, and precision medicine. Despite its promise, challenges such as dataset biases, underreprese…
• Unlocking the potential of past research: using generative AI to reconstruct healthcare simulation models
  2025 · AI 安全与对齐 · Discrete-event simulation (DES) is widely used in healthcare Operations Research, but the models themselves are rarely shared. This limits their potential for reuse and long-term impact in the modelling and healthcare co…
• TrialBench: Multi-Modal AI-Ready Datasets for Clinical Trial Prediction
  2025 · AI 安全与对齐 · Clinical trials are pivotal for developing new medical treatments but typically carry risks such as patient mortality and enrollment failure that waste immense efforts spanning over a decade. Applying artificial intellig…
• A Comprehensive Review of AI Methods in Agri-Food Engineering: Applications, Challenges, and Future Directions
  2025 · AI 安全与对齐 · The deep integration of artificial intelligence (AI) is a core driver for digitalization and intelligence in agricultural and food engineering, boosting production efficiency, resource optimization, and product quality. …
• Evaluating generative AI for qualitative data extraction in community-based fisheries management literature
  2025 · AI 安全与对齐 · Uptake of AI tools in knowledge production processes is rapidly growing. In this pilot study, we explore the ability of generative AI tools to reliably extract qualitative data from a limited sample of peer-reviewed docu…
• Quest for Orthologs in the era of Data Deluge and AI: Challenges and Innovations in Orthology Prediction and Data Integration
  2025 · AI 安全与对齐 · The rapid advancement of DNA sequencing technologies and computational algorithms has led to an unprecedented surge in genomic data, driven by several large-scale sequencing projects worldwide. Orthology plays a crucial …
• Socializing AI: Integrating Social Network Analysis and Deep Learning for Precision Dairy Cow Monitoring—A Critical Review
  2025 · AI 安全与对齐 · This review critically analyzes recent advancements in dairy cow behavior recognition, highlighting novel methodological contributions through the integration of advanced artificial intelligence (AI) techniques such as t…
• A conceptual framework for human–AI collaborative genome annotation
  2025 · AI 安全与对齐 · Genome annotation is essential for understanding the functional elements within genomes. While automated methods are indispensable for processing large-scale genomic data, they often face challenges in accurately predict…
• Cognitive Edge Computing: A Comprehensive Survey on Optimizing Large Models and AI Agents for Pervasive Deployment
  2025 · AI 安全与对齐 · This article surveys Cognitive Edge Computing as a practical and methodical pathway for deploying reasoning-capable Large Language Models (LLMs) and autonomous AI agents on resource-constrained devices at the network edg…
• Tracking students’ progression in developing understanding of energy using AI technologies
  2025 · AI 安全与对齐 · [This paper is part of the Focused Collection in Artificial Intelligence Tools in Physics Teaching and Physics Education Research.] Students struggle to acquire the needed energy understanding to meaningfully participate…
• AI-Powered Sentiment Analytics in Banking: A BERT and LSTM Perspective.
  2025 · AI 安全与对齐 · In recent years, the banking industry has witnessed a surge in digital feedback channels, where customers regularly share their experiences and opinions. Extracting meaningful insights from this unstructured data is vita…

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