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GeneTech 知识引擎共收录 512 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）

• Federated multimodal AI for precision-equitable diabetes care
  2026 · AI 安全与对齐 · Type 2 diabetes mellitus (T2DM) constitutes a rapidly expanding global epidemic whose societal burden is amplified by deep-rooted health inequities. Socio-economic disadvantage, minority ethnicity, low health literacy, a…
• Artificial Intelligence Applications in Medical Devices for Personalized Health Care Solutions: Systematic Review
  2026 · AI 安全与对齐 · Background: The integration of artificial intelligence (AI) in medical devices is transforming health care by enabling enhanced personalization and precision medicine. AI-driven medical devices can tailor treatments base…
• A Secure and Interoperable Big Data Platform for AI-Driven Healthcare Solutions: Insights From the GATEKEEPER Project
  2026 · AI 安全与对齐 · Digital innovation in the healthcare industry is transforming the delivery of healthcare services and enhancing their inherent capabilities. At the heart of this revolutionary process are healthcare data platforms, which…
• 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…
• 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…
• Evolving surgical teams in the age of artificial intelligence and robotics
  2026 · 医疗人工智能 · Surgery is a critical function of the healthcare system, key to addressing a substantial portion of the global disease burden. The integration of advanced artificial intelligence (AI) and robotics ecosystems into the ope…
• Knowledge, Attitude, Benefits, Risks, Barriers, Professional Impact, and Preparedness of Nursing Students Toward the Utilization of Artificial Intelligence in Healthcare
  2026 · 医疗人工智能 · Background/Objectives: Artificial intelligence (AI) is increasingly used in healthcare to support clinical decision-making, patient monitoring, and administrative tasks. Nurses are expected to work with these technologie…
• Impact of artificial intelligence on empowering the future of nursing professionalism, educational and clinical advancements: an umbrella review on AI-driven transformation
  2026 · 医疗人工智能 · Artificial Intelligence (AI) is rapidly transforming healthcare by augmenting clinical decision-making, streamlining workflows, and personalizing education and patient care. Nursing, as the largest healthcare workforce, …
• 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…
• Contemporary Pain Neuroscience Knowledge and Attitudes Among Students: A Cross-Sectional Study
  2026 · 脑科学 · PURPOSE: Healthcare education programs often provide limited training in contemporary pain neuroscience, leaving future professionals ill-prepared to address the pervasive and biopsychosocial problem of chronic pain. Exp…
• Modern Anti-Corruption Policy in the USA, EU, and Ukraine: Medico-Pharmaceutical Law as the Basic of Forensic Pharmaceutical and Criminal Research on the Exclusion of Criminal Actions in Healthcare Institutions
  2026 · 碳中和与 CCUS · The article considers the problem of corruption as a systemic phenomenon in the field of health care and the pharmaceutical sector in the context of European and national challenges. Estimates of economic losses from cor…
• Critical Care Nurses' Attitudes, Engagement, Challenges and Other Factors Influencing Healthcare Sustainability and Climate Change
  2026 · 碳中和与 CCUS · BACKGROUND: Intensive care units (ICUs) are among the most resource-intensive areas within health care and generate more waste and greenhouse gas emissions. Critical care nurses (CCNs) are well positioned to influence en…
• A foundational architecture for AI agents in healthcare
  2025 · AI Agent 生态 · Medical AI agents represent a transformative paradigm in healthcare, distinguished from traditional AI by their autonomy, adaptability, and ability to manage complex tasks. This review introduces a conceptual framework f…
• MedAgentBench: A Virtual EHR Environment to Benchmark Medical LLM Agents
  2025 · AI Agent 生态 · BACKGROUND Recent large language models (LLMs) have demonstrated significant advancements, particularly in their ability to serve as agents, thereby surpassing their traditional role as chatbots.These agents can leverage…
• Establishing organizational AI governance in healthcare: a case study in Canada
  2025 · AI 安全与对齐 · This research applies the People, Process, Technology, and Operations (PPTO) framework to develop AI governance within a large hospital system in Canada that is early in AI adoption. Stakeholder interviews identified the…
• Reimagining Resilience in Aging: Leveraging AI/ML, Big Data Analytics, and Systems Innovation
  2025 · AI 安全与对齐 · As the aging population in the United States grows, the need for an integrated approach to support older adults has become increasingly urgent. The SUNSHINE framework, Seniors Uniting Nationwide to Support Health, INtegr…
• 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…
• Smart Healthcare at Home: A Review of AI-Enabled Wearables and Diagnostics Through the Lens of the Pi-CON Methodology
  2025 · AI 安全与对齐 · The rapid growth of AI-enabled medical wearables and home-based diagnostic devices has opened new pathways for preventive care, chronic disease management and user-driven health insights. Despite significant technologica…
• AI-Driven Circular Waste Management Tool for Enhancing Circular Economy Practices in Healthcare Facilities
  2025 · AI 安全与对齐 · The increasing complexity in hospital waste management requires innovative solutions that integrate sustainability and regulatory compliance. This study proposes an AI-based decision tool to support the circular manageme…
• AI-Driven Decision Support Framework for Preventing Medical Equipment Failure and Enhancing Patient Safety: A New Perspective
  2025 · AI 安全与对齐 · Medical equipment failures pose serious risks to patient safety and healthcare system efficiency. Although AI-based predictive maintenance (PdM) has shown promise in other industries, its application in healthcare remain…
• RAGMed: A RAG-Based Medical AI Assistant for Improving Healthcare Delivery
  2025 · AI 安全与对齐 · Electronic Health Records (EHRs) have enhanced access to medical information but have also introduced challenges for healthcare providers, such as increased documentation workload and reduced face-to-face interaction wit…
• The Role of AI in Modern Aesthetic Dentistry
  2025 · AI 安全与对齐 · Artificial intelligence (AI) is reshaping aesthetic dentistry by improving diagnostic precision, treatment planning, outcome predictability, and overall patient satisfaction. This review aims to systematically analyze th…
• A Review of Innovative Medical Rehabilitation Systems with Scalable AI-Assisted Platforms for Sensor-Based Recovery Monitoring
  2025 · AI 安全与对齐 · Artificial intelligence (AI) and machine learning (ML) have introduced new approaches to medical rehabilitation. These technological advances facilitate the development of large-scale adaptive rehabilitation platforms th…
• The role of nanomedicine and artificial intelligence in cancer health care: individual applications and emerging integrations—a narrative review
  2025 · AI 安全与对齐 · Cancer remains one of the deadliest diseases globally, significantly impacting patients' quality of life. Addressing the rising incidence of cancer deaths necessitates innovative approaches such as nanomedicine and artif…
• Integration of wearable technology and artificial intelligence in digital health for remote patient care
  2025 · AI 安全与对齐 · Wearable technology has transformed patient care in the digital health era, offering real-time health monitoring and personalized interventions. However, its full potential is hindered by several challenges, such as data…
• 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…
• Generative AI in higher education: A cross-sector analysis of ChatGPT's impact on STEM, social sciences, and healthcare
  2025 · AI 安全与对齐 · The integration of Generative Artificial Intelligence (GenAI) in academic learning has gained substantial traction across disciplines, necessitating a systematic analysis of its impact. This study explored ChatGPT's tran…
• Finding Consensus on Trust in AI in Health Care: Recommendations From a Panel of International Experts
  2025 · AI 安全与对齐 · BACKGROUND: The integration of artificial intelligence (AI) into health care has become a crucial element in the digital transformation of health systems worldwide. Despite the potential benefits across diverse medical d…
• Trustworthy AI in Telehealth: Navigating Challenges, Ethical Considerations, and Future Opportunities for Equitable Healthcare Delivery
  2025 · AI 安全与对齐 · Trustworthy artificial intelligence (TAI) will transform telehealth by providing safe, transparent, and ethically compliant systems that enhance clinician decision-making and patient relationships. This systematic review…
• Public attitudes and practices toward using AI chatbots for healthcare assistance: a multinational cross-sectional study
  2025 · AI 安全与对齐 · BACKGROUND: Using artificial intelligence (AI) chatbots in healthcare can enhance patient care. However, misuse may lead to negative outcomes. Our study’s aim is to evaluate the practices and attitudes related to AI chat…
• The Convergence of Mental Health and AI: A Cross-Disciplinary Survey of Ubiquitous Sensing, LLMs, and Clinical Alignment
  2025 · AI 安全与对齐 · Mental healthcare is increasingly shaped by the convergence of ubiquitous sensing technologies and large language models (LLMs), enabling smart systems that extend screening and psychotherapeutic support beyond tradition…
• Virtual healthcare bot (VHC-Bot): a Person-centered AI chatbot for transforming patient care and healthcare workforce dynamics
  2025 · AI 安全与对齐 · Abstract This study addresses the growing role of Virtual Healthcare (VHC) in mitigating the global shortage of skilled healthcare workers and explores how Artificial Intelligence (AI) can empower clinicians by providing…
• Exploring AI in Healthcare Systems: A Study of Medical Applications and a Proposal for a Smart Clinical Assistant
  2025 · AI 安全与对齐 · The rising complexity and operational demands of modern healthcare systems have significantly increased resource usage and associated costs. This trend highlights the need for innovative approaches to optimize workflows …
• Factors that influence the implementation of AI-driven lifestyle monitoring in long-term care for older adults
  2025 · AI 安全与对齐 · BACKGROUND AND OBJECTIVES: AI-driven lifestyle monitoring systems collect data from ambient, motion, contact, light, and physiological sensors placed in the home, enabling AI algorithms to identify daily routines and det…
• Quantitative evaluation and optimization of AI policy and regulatory texts for smart healthcare
  2025 · AI 安全与对齐 · Background: Artificial intelligence has revolutionized the field of smart healthcare, demonstrating significant value in enhancing diagnostic and treatment efficiency and controlling medical costs. AI in smart healthcare…
• Digital twins in healthcare: a review of AI-powered practical applications across health domains
  2025 · AI 安全与对齐 · Abstract This review examines the evolving role of digital twins (DTs) in healthcare and how artificial intelligence (AI) is shaping personalized medicine across various medical fields. Digital twins are virtual models t…
• Exploring the Intersection of Nursing Leadership and Artificial Intelligence: Scoping Review
  2025 · AI 安全与对齐 · Background: As artificial intelligence (AI) technology permeates health care settings, nurse leaders must position themselves to shape its development, implementation, and impact, guiding meaningful change that benefits …
• Leveraging Big Data Analytics for Personalized Cancer Treatment: An Overview of Current Approaches and Future Directions
  2025 · AI 安全与对齐 · Big data analytics’ incorporation into customized cancer care is a revolutionary development in medical science. Using knowledge from genomic sequencing, electronic health records (EHRs), clinical trial databases, and so…
• 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…
• Healthcare professionals’ perspectives on artificial intelligence in patient care: a systematic review of hindering and facilitating factors on different levels
  2025 · AI 驱动科学发现 · BACKGROUND: Artificial intelligence (AI) applications present opportunities to enhance the diagnosis, prognosis, and treatment of various diseases. To successfully integrate and utilize AI in healthcare, it is crucial to…
• The Impact of AI Scribes on Streamlining Clinical Documentation: A Systematic Review
  2025 · AI 驱动科学发现 · Background: Burnout among clinicians, including physicians, is a growing concern in healthcare. An overwhelming burden of clinical documentation is a significant contributor. While medical scribes have been employed to m…
• Health is beyond genetics: on the integration of lifestyle and environment in real-time for hyper-personalized medicine
  2025 · 生物计算 · Hyper-personalized medicine represents the cutting edge of healthcare, which aims to tailor treatment and prevention strategies uniquely to each individual. Unlike traditional approaches, which often adopt a one-size-fit…
• Quantum computing revolution in healthcare: a systematic review of applications, issues and future directions
  2025 · 生物计算 · Conventional treatment methods make even the most basic healthcare issues more complicated, which in turn increases the number of parties involved. Classical computing lacks the speed and accuracy needed for effective st…
• Challenges and opportunities in uncertainty quantification for healthcare and biological systems
  2025 · 生物计算 · Uncertainty quantification (UQ) is an essential aspect of computational modelling and statistical prediction. Multiple applications, including geophysics, climate science and aerospace engineering, incorporate UQ in the …
• Artificial Intelligence in Midwifery: A Scoping Review of Current Applications, Future Prospects, and Midwives’ Perspectives
  2025 · 医疗人工智能 · Background/Objectives: Artificial intelligence (AI) is considered one of the core technological advancements of Industry 4.0, expected to transform various sectors, including healthcare. Midwifery can greatly benefit fro…
• Digitalization and Artificial Intelligence as Motivators for Healthcare Professionals
  2025 · 医疗人工智能 · Background: Digitalization and artificial intelligence technologies are navigating and strengthening human labour practices and organizational performance in healthcare. Research has shown that digitization and AI can he…
• Artificial Intelligence in Gynaecology Oncology
  2025 · 医疗人工智能 · Plain Language Summary Artificial intelligence (AI) is an emerging powerful technology that differs from traditional computer programs in its ability to learn from its results and enhance performance, mimicking human int…
• The Role of Artificial Intelligence in Pharmacy Practice and Patient Care: Innovations and Implications
  2025 · 医疗人工智能 · Artificial Intelligence (AI) is reshaping pharmacy practice by enhancing decision-making, personalizing therapy, and improving medication safety. AI applications now span drug discovery, clinical decision support, and ad…
• Responsible scaling of artificial intelligence in healthcare: standardization meets customization
  2025 · 医疗人工智能 · Abstract Organizations across the globe are progressively investing in artificial intelligence (AI) innovations to meet today’s healthcare challenges. Meanwhile, public policy increasingly emphasizes the need for these i…
• Health Care Professionals’ Concerns About Medical AI and Psychological Barriers and Strategies for Successful Implementation: Scoping Review
  2025 · 医疗人工智能 · BACKGROUND: The rapid progress in the development of artificial intelligence (AI) is having a substantial impact on health care (HC) delivery and the physician-patient interaction. OBJECTIVE: This scoping review aims to …
• Artificial intelligence unlocks the healthcare data lake
  2025 · 医疗人工智能 · Artificial intelligence (AI) is poised to revolutionize surgical care by leveraging the vast and complex “data lake” of healthcare information. This perspective piece outlines how AI may harness structured and unstructur…
• Exploring the Intersection of Nursing Leadership and Artificial Intelligence: Scoping Review
  2025 · 医疗人工智能 · Background: As artificial intelligence (AI) technology permeates health care settings, nurse leaders must position themselves to shape its development, implementation, and impact, guiding meaningful change that benefits …
• Regulatory and legal challenges of Artificial Intelligence in the U.S. Healthcare System: Liability, Compliance, and Patient Safety
  2025 · 医疗人工智能 · This study explores Regulatory and Legal Challenges of Artificial Intelligence in the U.S. Healthcare System: Liability, Compliance, and Patient Safety. It also examines the challenges associated with AI integration, inc…
• Neuro-symbolic AI for auditable cognitive information extraction from medical reports
  2025 · 医疗人工智能 · Large language models (LLMs) such as GPT-4 can interpret free text, but unreliable answers, opaque reasoning, and privacy risks limit their use in healthcare. In contrast, rule-based artificial intelligence (AI) provides…
• The impact of an artificial intelligence enhancement program on healthcare providers’ knowledge, attitudes, and workplace flourishing
  2025 · 医疗人工智能 · Background The integration of AI into healthcare influences healthcare providers’ knowledge, attitudes, and workplace flourishing, grounded in key theoretical frameworks. Social cognitive theory suggests AI-enhanced prog…
• Toward governance of artificial intelligence in pediatric healthcare
  2025 · 医疗人工智能 · AI is transforming healthcare, yet pediatric adoption remains limited and governance is underdeveloped. We review existing frameworks and identify pediatric-specific gaps: insufficient stakeholder engagement, development…
• Improving Explainability and Integrability of Medical AI to Promote Health Care Professional Acceptance and Use: Mixed Systematic Review
  2025 · 医疗人工智能 · BACKGROUND: The integration of artificial intelligence (AI) in health care has significant potential, yet its acceptance by health care professionals (HCPs) is essential for successful implementation. Understanding HCPs'…
• Exploring the determinants and effects of artificial intelligence (AI) hallucination exposure on generative AI adoption in healthcare
  2025 · 医疗人工智能 · Artificial intelligence (AI) hallucinations—erroneous outputs that generate misleading or nonsensical content—pose significant risks in contexts where consumers seek health information, as inaccuracies in this domain cou…
• An Innovative Artificial Intelligence Based Decision Making System for Public Health Crisis Virtual Reality Rehabilitation
  2025 · 医疗人工智能 · The COVID-19 disease caused by the SARS-CoV-2 virus was declared by the World Health Organization (WHO) as a spreadable viral disease. During the COVID pandemic, there was difficulty in notifying the Decision-Making Syst…
• Medical Laboratories in Healthcare Delivery: A Systematic Review of Their Roles and Impact
  2025 · 医疗人工智能 · Medical laboratories (MLs) are vital in global healthcare delivery, enhancing diagnostic accuracy and supporting clinical decision-making. This systematic review examines the multifaceted contributions of ML, emphasizing…

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