Research graph
References from Digital twin technology in surgery: A narrative review of applications, evidence, and implementation challenges. Local targets link to admitted publications; unresolved targets remain external evidence.
The Fourth Industrial Revolution: a paradigm shift in healthcare delivery and management
2024 · External reference
Artificial intelligence in surgery: promises and perils
10.1097/sla.0000000000002693 · 2018 · External reference
Innovative approaches to safe surgery: a narrative synthesis of best practices
2023 · External reference
Digital twins in health care: ethical implications of an emerging engineering paradigm
10.3389/fgene.2018.00031 · 2018 · External reference
Toward IoRT collaborative digital twin technology enabled future surgical sector: technical innovations, opportunities and challenges
10.1109/access.2022.3227644 · 2022 · External reference
Make more digital twins
10.1038/d41586-019-02849-1 · 2019 · External reference
Digital twin: enabling technologies, challenges and open research
10.1109/access.2020.2998358 · 2020 · External reference
From pre-treatment to post-operative care: leveraging digital twins for precision surgery transformation
2025 · External reference
Digital twin-assisted surgery: technological architecture, integration across surgical phases, implementation challenges and future directions
10.1097/js9.0000000000004921 · 2026 · External reference
Digital twin technology in cardiovascular care: transforming patient monitoring and surgical planning through artificial intelligence
2025 · External reference
Current progress of digital twin construction using medical imaging
10.1002/acm2.70226 · 2025 · External reference
A survey on deep learning in medical image analysis
10.1016/j.media.2017.07.005 · 2017 · External reference
Enhancing surgical precision: a systematic review of wearable medical devices for assisted surgery
10.1007/s10916-025-02222-y · 2025 · External reference
Deep learning with edge computing: a review
10.1109/jproc.2019.2921977 · 2019 · External reference
Writing narrative style literature reviews
10.1179/2047480615z.000000000329 · 2015 · External reference
Digital twin assisted surgery, concept, opportunities, and challenges
10.1038/s41746-024-01413-0 · 2025 · External reference
The health digital twin to tackle cardiovascular disease: a review of an emerging interdisciplinary field
10.1038/s41746-022-00640-7 · 2022 · External reference
Virtual surgical planning in craniosynostosis reduces operative time and length of stay for cranial vault remodeling
10.1097/scs.0000000000009697 · 2023 · External reference
Three-dimensional technologies in presurgical planning of bone surgeries: current evidence and future perspectives
10.1097/js9.0000000000000201 · 2023 · External reference
Supratentorial high-grade gliomas: maximal safe anatomical resection guided by augmented reality high-definition fiber tractography and fluorescein
10.3171/2021.5.focus21185 · 2021 · External reference
Microscope-based augmented reality with diffusion tensor imaging and fluorescein in insular glioma resection
10.3171/2021.10.focvid2157 · 2022 · External reference
Leveraging digital twins for improved orthopaedic evaluation and treatment
10.1002/jeo2.70084 · 2024 · External reference
The digital twin: a potential solution for the personalized diagnosis and treatment of musculoskeletal system diseases
10.3390/bioengineering10060627 · 2023 · External reference
Predicting the risk of post-hepatectomy portal hypertension using a digital twin: a clinical proof of concept
10.1016/j.jhep.2020.10.036 · 2021 · External reference
Artificial intelligence in cardiac surgery: transforming outcomes and shaping the future
10.3390/clinpract15010017 · 2025 · External reference
The digital twin in neuroscience: from theory to tailored therapy
10.3389/fnins.2024.1454856 · 2024 · External reference
From data to decision: a comprehensive review of real-time analytics and smart technologies in the surgical suite
10.14797/mdcvj.1658 · 2025 · External reference
Literature review of digital twin in healthcare
10.1016/j.heliyon.2023.e19390 · 2023 · External reference
Wearable devices in cardiovascular medicine
10.1161/circresaha.122.322389 · 2023 · External reference
The perioperative human digital twin
10.1213/ane.0000000000005916 · 2022 · External reference
Post-discharge after surgery virtual care with remote automated monitoring technology versus standard care: randomised controlled trial
10.1136/bmj.n2209 · 2021 · External reference
Advantages of digital twin technology in orthopedic trauma surgery: exploring different clinical use cases
10.1038/s41598-025-04792-w · 2025 · External reference
MRI-based digital twins to improve treatment response of breast cancer by optimizing neoadjuvant chemotherapy regimens
10.1038/s41746-025-01579-1 · 2025 · External reference
Digital twin in cardiovascular medicine and surgery
2025 · External reference
Patient education through metaverse and digital twins
2025 · External reference
Patient-specific mental rehearsal with three-dimensional models before low anterior resection: randomized clinical trial
10.1093/bjsopen/zraa004 · 2020 · External reference
Advancing embodied intelligence in robotic-assisted endovascular procedures: a systematic review of ai solutions
10.1109/rbme.2025.3641383 · 2026 · External reference
Integrating haptics with augmented reality in a femoral palpation and needle insertion training simulation
10.1109/toh.2011.32 · 2011 · External reference
Characterizing individual trainee learning curves in surgical training: challenges and opportunities
10.1016/j.surge.2022.11.003 · 2023 · External reference
Teamwork in healthcare: key discoveries enabling safer, high-quality care
10.1037/amp0000298 · 2018 · External reference
A conceptual framework for digital twin in healthcare: evidence from a systematic meta-review
10.1007/s10796-024-10536-4 · 2025 · External reference
Advancing healthcare with digital twins: a meta-review of applications and implementation challenges
10.2196/69544 · 2025 · External reference
Digital twins in development of medical products: the state of the art
10.3390/designs9060140 · 2025 · External reference
Digital twin for healthcare systems
10.3389/fdgth.2023.1253050 · 2023 · External reference
Patient-specific digital twins for personalized healthcare: a hybrid AI and simulation-based framework
10.1109/access.2025.3598130 · 2025 · External reference
AI-enhanced robotic telesurgical digital twins for 6G and beyond
2024 · External reference
Digital twins for clinical and operational decision-making: scoping review
10.2196/55015 · 2025 · External reference
Multi-scale digital twins for personalized medicine
10.3389/fdgth.2026.1753906 · 2026 · External reference
Digital twins in healthcare IoT: a systematic review
2025 · External reference
Digital twins in surgery as a real-time decision support System: a multi-layered framework
2025 · External reference
