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• Future-Making From Afar: Digital Twins in Medicine.
  Digital twins in medicine are packaged as inevitable, disruptive technologies that will revolutionise healthcare, yet their integration into clinical practice remains slow. In this article, we extend current research on digital twins by shifting attention to t…
  europepmc Elisa Elhadj, Maiju Tanninen, Ine Van Hoyweghen 2026 置信度 0.80 Futures contractVisionDigital healthField (mathematics)Point (geometry)
• GEC-DTSP: A GNN-RL-based Edge-Cloud Digital Twin framework for real-time traffic forecasting and adaptive signal control.
  europepmc 2026 置信度 0.80
• Hyperbaric oxygen in the artificial intelligence era: integration and innovation.
  europepmc 2026 置信度 0.80
• Smart contact lens-trained digital twin for device-free personalized uric acid prediction.
  europepmc 2026 置信度 0.80
• Integrating Earth Observation Data into Landslide Dam Digital Twins for Enhanced Hazard Monitoring
  europepmc 2026 置信度 0.80
• Bladder Digital Twins for Neuromodulation: Current Platforms and a Roadmap to Closed-Loop Therapy.
  europepmc 2026 置信度 0.80
• Development of a Digital Twin to Analyse Waiting Lists in a Sleep-Disordered Breathing Unit
  europepmc 2026 置信度 0.80
• A Physics-Based Digital Twin for Trail Running Race Performance Prediction: A Proof-of-Concept Study.
  Trail running imposes highly variable biomechanical demands due to steep, irregular terrain that renders flat-road pacing models inadequate. We present a physics-based digital twin that integrates a terrain-adaptive grade-adjusted pace (GAP) model with individ…
  europepmc Diego Jaén-Carrillo, Daniel Pattis 2026 置信度 0.80
• Anatomy-resolved digital twin framework for personalized light dosimetry in lung therapies.
  europepmc 2026 置信度 0.80
• Time to accelerate rare disease research: AI-powered in silico trials, digital twin-driven RCTs and decision-grade real-world evidence.
  europepmc 2026 置信度 0.80
• AI-enabled sustainable talent management for workforce stability: A systematic review on human capital, skill and retention in the era of twin transition.
  europepmc 2026 置信度 0.80
• A decade of innovation in healthcare: Automation, bio-printing and digital twin technologies for personalized therapies.
  europepmc 2026 置信度 0.80
• Translational barriers to digital twins in radiation oncology.
  europepmc 2026 置信度 0.80
• Exploring the scope and applications of digital twin technologies in dentistry: a scoping review.
  europepmc Isha Duggal, Tulika Tripathi, Vandana Gupta 2026 置信度 0.80 Scope (computer science)PersonalizationSystematic reviewMEDLINEData science
• iDT-diet: Toward Personalized Health Forecasting-An Intelligent Digital Twin Model for Diet-Influenced Biomarker Trajectories (Student Abstract).
  europepmc 2026 置信度 0.80
• Optimising ICU supply chains: Evidence-based strategies for efficiency, resilience and patient safety-a structured narrative review.
  Inventory management in intensive care units (ICUs) plays a critical role in ensuring uninterrupted patient care, yet it remains an underprioritised component of healthcare operations. This narrative review explores current challenges and evidence-based strate…
  europepmc 2026 置信度 0.80
• Integrated THM–SSI Modeling Frameworks for Induced Seismicity Risk in Enhanced Geothermal Systems: A Critical Review
  europepmc 2026 置信度 0.80
• Integrating Molecular Pathogenesis and Host Response into a Digital Twin Framework for Predicting Therapeutic Outcomes in <i>Balamuthia mandrillaris</i> Encephalitis.
  High Resolution Image Download MS PowerPoint Slide Balamuthia mandrillaris is a free-living amoeba that causes granulomatous amoebic encephalitis, a rare but devastating central nervous system infection with mortality exceeding 95%. Treatment relies on empiric…
  europepmc Ruqaiyyah Siddiqui, Sutherland K. Maciver, Naveed Ahmed Khan 2026 置信度 0.80 DiseaseComputational biologyMedicinePathogenesisBioinformatics
• Mapping the landscape of AI-driven digital twins in medical diagnosis: A scoping review on core technologies, applications, and implementation barriers.
  europepmc 2026 置信度 0.80
• When AI takes the wheel: AI-defined vehicles principles and pitfalls.
  As introduced by Asimov in "I, Robot", intelligent machines are characterized as systems capable of performing tasks that traditionally require human intelligence, such as autonomous decision-making and driving. In this context, modern road vehicles can increa…
  europepmc 2026 置信度 0.80
• Digital Twin Applications in Diabetes Management: Scoping Review.
  europepmc 2026 置信度 0.80
• Nanomedicine in 2026: Illustrative Quantitative Analyses of EPR Heterogeneity, Clinical Trial Attrition, and Emerging Horizons for Active Nanotherapeutics.
  2026 is a turning point for nanomedicine, marking the field's transition from decades of preclinical promise toward tangible clinical impact. This narrative review provides a forward-oriented synthesis of the most significant clinical breakthroughs achieved du…
  europepmc 2026 置信度 0.80
• Toward future diagnostics of Parkinson's disease: a perspective on multimodal motor assessment and personalized digital twins.
  europepmc 2026 置信度 0.80
• Digital twins and multimodal artificial intelligence in spine care: a scoping review of concepts, evidence, and translational barriers.
  europepmc 2026 置信度 0.80
• A zero-trust digital twin framework for privacy-preserving multi-dataset intrusion detection in industrial IoT with lightweight blockchain auditing.
  europepmc 2026 置信度 0.80
• Advancing FDA New Approach Methodologies from animal models through digital twins.
  europepmc 2026 置信度 0.80
• A Real-Time Digital Twin Synchronization Framework for Multi-Sensor Cardiopulmonary Resuscitation Measurement.
  europepmc 2026 置信度 0.80
• Enhancing traffic safety analysis with digital twin technology: integrating vehicle dynamics and environmental factors into microscopic traffic simulation.
  europepmc 2025 置信度 0.80
• Gi-MAPS: a quantitative engineering framework for AI-guided pediatric gut microbiome ecological interpretation and digital-twin simulation.
  europepmc 2026 置信度 0.80
• Digital Twin Pathology of Skin Cancer.
  europepmc 2025 置信度 0.80
• Copy-paste surgery: Altemeier procedure in identical twins with rectal prolapse.
  europepmc 2026 置信度 0.80
• Design of a mixed reality-based digital twin human-machine interaction system for special working conditions.
  europepmc 2026 置信度 0.80
• Temporal Variability in Diagnosis Code Distributions Across Extraction Time Points in a Multicenter Integrated EHR Database: A Snapshot Comparison Study.
  europepmc 2026 置信度 0.80
• BrainTwin-AI: A Multimodal MRI-EEG-Based Cognitive Digital Twin for Real-Time Brain Health Intelligence.
  europepmc 2026 置信度 0.80
• Digital twin applications in healthcare for people living with disability.
  europepmc 2026 置信度 0.80
• Editor - Human Digital Twin in Ukraine: Converging Digital Health and Digital Education for Next-Generation Telerehabilitation.
  Ukraine’s current rehabilitation and healthcare challenges have catalyzed a national push toward scalable, AI-enabled digital health solutions. This Letter reports on a joint initiative of I.Ya. Horbachevsky Ternopil National Medical University, and the V.M. G…
  europepmc Kyrylo S. Malakhov, Dmytro V. Vakulenko 2025 置信度 0.80
• Multiscale Numerical Modelling and Structural Design of Bulk Heterojunction Nanocomposites for Organic Photovoltaics: From Molecular Interfaces to Device Optimization.
  europepmc 2026 置信度 0.80
• A digital twin methodology using retrospective patient data for sample size reduction in Alzheimer's disease clinical trials.
  europepmc 2026 置信度 0.80
• Digital twin simulations of theory-driven crisis messaging during hurricane evacuations in synthetic populations: a Miami-Dade County case study.
  Background Digital twin and agentic artificial intelligence technology provide innovative systems for testing behavioral science theory, which can improve emergency communication in crisis situations. More advanced and effective evidence-based messaging is nee…
  europepmc 2026 置信度 0.80
• What Is a Digital Twin in QSP, and Are We Doing It Right?
  europepmc 2026 置信度 0.80
• Human-centered digital twins in hospitality: how employee perceptions and system design shape adoption.
  Introduction: The digital transformation of hospitality is increasingly driven by technologies that integrate human and operational elements of service work. Within this evolution, human-centered Digital Twins leverage both human-related and operational data t…
  europepmc Desiree Manzano-Farray, Moises Segura-Cedres, Lidia Aguiar-Castillo, María Jesús Jerez-Jerez 等 2026 置信度 0.80 Expectancy theoryPerceptionHospitalityLeverage (statistics)Knowledge management
• AI-Enabled Next-Generation Dairy Systems: From Sensors to Smart Processing.
  The rapid integration of artificial intelligence (AI) into dairy systems has been widely promoted under the Dairy 4.0 paradigm, yet its role as a true system-level "game changer" remains insufficiently substantiated. This study presents a structured critical r…
  europepmc 2026 置信度 0.80
• Redefining the Patient in the Digital Twin Age: A Scoping and Conceptual Model for Flexible, Ethical, and Inclusive Healthcare Systems  
  europepmc 2026 置信度 0.80
• Spatial Assessment of Livestock Heat Stress in Thessaly Region of Greece Using ERA5-Land Reanalysis and Temperature-Humidity Index.
  europepmc 2026 置信度 0.80
• Digital Twin-Based Virtual Sensor Data Prediction and Visualization Techniques for Smart Swine Barns.
  europepmc 2025 置信度 0.80
• Advances in computational anthropomorphic phantoms and Monte Carlo-based dosimetry: A review.
  europepmc 2026 置信度 0.80
• Digital twin for Taekwondo athletes: integrating sports nutrition and psychological readiness using artificial intelligence.
  europepmc 2026 置信度 0.80
• Digital twin technologies for supporting self-care in adults with diet-related chronic conditions: a systematic review.
  europepmc 2026 置信度 0.80
• Digital twins come to the life sciences.
  The railway bridge along a busy London to Scotland route near the English village of Norton Bridge might look like nothing special.But buried within the concrete and steel structure are fiber-optic cables that track movement with enough precision to weigh pass…
  europepmc 2025 置信度 0.80
• Navigation and Sensor Fusion for Autonomous Field Robots in Precision Agriculture: Narrative Review.
  Autonomous field robots are increasingly used in precision agriculture for monitoring, phenotyping, spraying, and site-specific intervention, yet reliable autonomy remains difficult under vegetation occlusion, uneven terrain, variable illumination, and intermi…
  europepmc 2026 置信度 0.80
• Editorial: Implementing digital twins in healthcare: pathways to person-centric solutions.
  europepmc 2025 置信度 0.80
• Reinforcement learning-based control co-design of digital twin-enabled full-vehicle active suspension systems.
  europepmc 2026 置信度 0.80
• The Potential of Digital Twins for Pediatric Rare Diseases.
  europepmc 2026 置信度 0.80
• The role of digital twins in P4 medicine: A paradigm for modern healthcare.
  europepmc 2025 置信度 0.80
• High-throughput phenotyping for climate-resilient forests: integrating multi-sensor fusion and root-shoot dynamics.
  europepmc 2026 置信度 0.80
• Sustainability Driven Adoption of Digital Twin Technology in the Malaysian Construction Industry
  Abstract The Malaysian construction industry is facing increasing pressure to embrace digital technologies that enhance efficiency and sustainability. Innovative tools have transformed the industry across various aspects in this era of cutting-edge technology;…
  europepmc Muhammad Ahsan Soomro, Abdullateef Olanrewaju, Shalini Sanmargaraja 2025 置信度 0.80
• A digital twin approach for transforming prescription drug labeling.
  Drug development entails extensive data collection by sponsors throughout research and development, followed by regulatory review, culminating in essential yet static prescription drug labeling. As study results are typically presented as isolated summaries, t…
  europepmc Holly Kimko, Edwin Kimko, Sai Phanindra Venkatapurapu 2026 置信度 0.80 Drug developmentDocumentationMedicineComputer scienceMedical prescription
• When Robots Learn: Artificial Intelligence and the Next Human-Centered Era of Neurorehabilitation.
  europepmc 2026 置信度 0.80
• Provenance-Aware Explainable Digital Twin for Personalized Health Management
  europepmc 2025 置信度 0.80
• Generative and Predictive AI for digital twin systems in manufacturing.
  europepmc 2025 置信度 0.80
• Modeling Sustainable Market Volatility and Sectoral Decoupling Through FinBERT-Based Narrative Analysis
  europepmc 2026 置信度 0.80
• A digital twin-driven deep learning framework for online quality inspection in tobacco transplanting.
  europepmc 2026 置信度 0.80
• Design and validation of a flexible framework for developing generic digital twins for Industry 4.0.
  europepmc 2025 置信度 0.80
• Catalyzing collaboration through intentional design: the Teaming for Biomedical Digital Twin (Teaming4BDT) conference.
  Scientific conferences traditionally focus on knowledge dissemination through presentations, panel discussions, and poster sessions, with limited emphasis on active collaboration formation. We describe an ambitious conference design model that intentionally in…
  europepmc L. Michelle Bennett, Zhen Xiao 2026 置信度 0.80
• Combining Subjective Perceptions and Objective Behavioral Metrics With the Elderly Digital Twin System: Quantitative Usability Study.
  europepmc 2026 置信度 0.80
• A Data Rate Monitoring Approach for Cyberattack Detection in Digital Twin Communication.
  europepmc 2025 置信度 0.80
• Data-driven vehicle stability control via co-simulation of digital twin and constrained MPC.
  With the rapid advancement of intelligent connected vehicles and autonomous driving technologies, vehicle lateral stability under high-speed or emergency steering conditions has become a critical safety concern. Traditional control strategies often exhibit lim…
  europepmc Mu Lin, Zhengwei Zhang, Min Huang, Yu Ding 2025 置信度 0.80 Computer scienceModel predictive controlStability (learning theory)Control theory (sociology)Electronic stability control
• Towards digital twin-enabled perioperative care: extending the potential of multimodal deep learning for cardiovascular risk stratification.
  europepmc 2026 置信度 0.80
• Digital twins in oncology: From predictive modelling to personalised treatment strategies.
  The digital twin (DT) concept, originating from engineering disciplines, has emerged as a transformative technology in healthcare, particularly in oncology. A digital twin creates a dynamic, virtual replica of a patient's physiological and pathological state, …
  europepmc David B. Olawade, Emmanuel O. Oisakede, Oluwakemi Jumoke Bello, Claret Chinenyenwa Analikwu 等 2026 置信度 0.80 Data scienceTransformative learningNarrative reviewComputer sciencePrecision medicine
• Edge Temporal Digital Twin Network for Sensor-Driven Fault Detection in Nuclear Power Systems.
  The safe and efficient operation of nuclear power systems largely relies on sensor networks that continuously collect and transmit monitoring data. However, due to the high sensitivity of the nuclear power field and strict privacy restrictions, data among diff…
  europepmc Shiqiao Liu, Gang Ye, Xinwen Zhao 2025 置信度 0.80 Computer scienceNuclear powerExploitFault detection and isolationReal-time computing
• A Dispersant-Driven Carbon-Binder Domains Homogeneity in High-Energy-Density Electrodes for Lithium-Ion Batteries.
  europepmc 2026 置信度 0.80
• The Potential of Digital Twins in Stroke Care: A Systematic Review of Current Applications and Future Perspectives.
  europepmc 2026 置信度 0.80
• Digital twins in hypertrophic cardiomyopathy from sarcomeric mutation to predictive personalized care.
  europepmc 2026 置信度 0.80
• Digital twin-based machine learning framework for predicting nonlinear seismic response of reinforced concrete shear walls using analytical data.
  europepmc 2025 置信度 0.80
• Using virtual twin-based AI models to detect atrial fibrillation and improve stroke outcomes [TAILOR]: a multicentre prospective cohort study.
  europepmc 2025 置信度 0.80
• Digital twin driven smart factories: real time physics based co-simulation using edge a.i. and federated learning.
  europepmc 2025 置信度 0.80
• Current State and Impact of Implementation of In-Silico Tools in the Biopharmaceutical Industry - Proceedings of the 6th Modeling Workshop.
  europepmc 2026 置信度 0.80
• Artificial intelligence in robotic urologic surgery: bridging augmented reality and surgical autonomy.
  europepmc 2026 置信度 0.80
• Digital twin framework for postural tachycardia syndrome and autonomic disorders.
  europepmc 2025 置信度 0.80
• BrainTwin.AI: A New-Age Cognitive Digital Twin Advancing MRI-Based Tumor Detection and Progression Modelling via an Enhanced Vision Transformer, Powered with EEG-Based Real-Time Brain Health Intelligence
  europepmc 2025 置信度 0.80
• Digital twin virtual hospitals and rural health disparities: a six-country comparative study (2018-2024).
  Background: Rural health disparities are currently affecting 3.3 billion people worldwide. This study assesses the effectiveness of digital twin virtual hospitals in reducing rural health disparities. Methods: We examined health outcomes in six countries (Unit…
  europepmc Hualei Wang, Xiuhua Chai, Nan Zhao 2026 置信度 0.80 SophisticationPsychological interventionDigital healthInvestment (military)Rural health
• Population health management fit lifecycles in analytics.
  Introduction "Population Health Management (PHM), Fit Lifecycles in Analytics" examines the policy and practice of AI-driven methodologies to enhance public health and patient safety in the context of the Human Phenotype Ontology (HPO). It aims for personalize…
  europepmc 2025 置信度 0.80
• Automatic Calibration and Update of a Digital Twin for Plug & Produce.
  This article presents a system for automatically updating a digital twin model, used for automated path planning of an industrial robot. The digital twin needs to be accurately calibrated in relation to the resource locations due to the physical limitations of…
  europepmc 2025 置信度 0.80
• Development of the Windmill Model for Mapping Older Adults' Intrinsic Capacity Using Digital Twin Technology: Descriptive Qualitative Study.
  europepmc 2026 置信度 0.80
• Digital Twin-Based Simulation of Smart Building Energy Performance: BIM-Integrated MATLAB/Simulink Framework for BACS and SRI Evaluation
  europepmc 2025 置信度 0.80
• Digital Twins for Radiopharmaceutical Dosimetry: PBPK Modelling of [<sup>177</sup>Lu]Lu-rhPSMA-10.1 in a Preclinical mCRPC Model.
  europepmc 2025 置信度 0.80
• A deployable digital twin framework for bolt-torque specification compression in EV chassis assembly.
  europepmc 2026 置信度 0.80
• How digital twin technology revitalizes exhibits and enhances visitors' appreciation for ceramic collections in online museum tours.
  europepmc 2025 置信度 0.80
• Federated and Quantum-Inspired AI in Adaptive Traffic Systems Using Digital Twin Simulations and Predictive Analytics for Urban Flow Optimization and Carbon Footprint Reduction
  europepmc 2025 置信度 0.80
• Integrating AI in seed science: Toward an intelligent design paradigm.
  Global agricultural systems face mounting threats to food security from climate change, population growth, and land degradation, with current productivity gains insufficient to meet the demands of a projected global population of 9.7 billion by 2050. Seeds, as…
  europepmc 2026 置信度 0.80
• A Digital Twin to Optimize Treatment Efficacy of Targeted Alpha-particle Therapies by Antibody-Radioconjugate Cocktails Against Solid Tumors
  Abstract Advanced solid tumors are incurable. Antibody-delivered targeted alpha-particle (α-particle) radionuclide therapies (TAT) comprise a tumor-agnostic treatment type, due to the unparalleled killing efficacy of, and irradiation precision (4-5 cell length…
  europepmc Michail Kavousanakis, Rachel Macher, Yannis Kevrekidis, Stavroula Sofou 2025 置信度 0.80
• Community engagement and involvement in Sri Lanka: a knowledge mobilisation case study.
  europepmc 2026 置信度 0.80
• Digital Twins for Cows and Chickens: From Hype Cycles to Hard Evidence in Precision Livestock Farming
  europepmc 2025 置信度 0.80
• Digital Twin-Driven Mechanical Degradation Diagnostics: Unraveling Microstructure Evolution of Silicon-based Lithium-Ion Battery Anodes.
  europepmc 2026 置信度 0.80
• Beyond prediction: AI as a mechanistic microscope and digital twin for colorectal cancer immunotherapy.
  Colorectal cancer (CRC) remains a major cause of cancer-related death, yet the benefits of immune checkpoint inhibitors are limited to a small subset of patients, particularly those with microsatellite instability-high or mismatch repair-deficient tumors. Most…
  europepmc Zijun Zhou, Jianping Zhou 2026 置信度 0.80
• Potential of Sentinel-3 snow cover fraction data for improving hydrological simulations at the regional scale.
  europepmc 2026 置信度 0.80
• Toward end-to-end continuous biopharmaceutical manufacturing: Current advances and prospects.
  europepmc 2026 置信度 0.80
• Adaptive Energy-Efficient Routing Protocol for Underwater Wireless Sensor Networks Using Digital Twin Synchronization
  europepmc 2025 置信度 0.80
• Digital Twin and Artificial Intelligence Technologies to Assess the Type IA Endoleak.
  Background/Objectives: Endovascular aneurysm repair (EVAR) is the standard treatment for abdominal aortic aneurysms, but the risk of endoleak compromises its effectiveness. Type IA endoleak, stemming from an inadequate proximal seal, is the most critical compl…
  europepmc Sungsin Cho, Hyangkyoung Kim, Jin Hyun Joh 2025 置信度 0.80 Computer scienceArtificial intelligenceMachine learningEngineeringReliability engineering
• Artificial Intelligence-Based Environmental Control Systems for Reducing the Energy Performance Gap in Non-Residential Buildings: A Systematic and Critical Review (2018–2025)
  europepmc 2026 置信度 0.80