ArticleSurgical innovation2021
The Potential of a Digital Twin in Surgery.
Article in Surgical innovation, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
26 citing papers in PubMed.
- Digital Twin Technology In Radiology.Journal of imaging informatics in medicine · 2026Review
- Digital Twin Model of Treatment Outcomes in Post-Stroke Aphasia.medRxiv : the preprint server for health sciences · 2026Article
- Digital twins for personalized treatment in uro-oncology in the era of artificial intelligence.Nature reviews. Urology · 2026Review
- Intelligent control of robotic X-ray devices using a language-promptable digital twin.International journal of computer assisted radiology and surgery · 2025Article
- The Transformative Role of Artificial Intelligence in Plastic and Reconstructive Surgery: Challenges and Opportunities.Journal of clinical medicine · 2025Review
- Virtual 3D models, augmented reality systems and virtual laparoscopic simulations in complicated pancreatic surgeries: state of art, future perspectives, and challenges.International journal of surgery (London, England) · 2025Review
- Digital twin assisted surgery, concept, opportunities, and challenges.NPJ digital medicine · 2025Review
- Digital twin for personalized medicine development.Frontiers in digital health · 2025Review
- Model-based individual life-spanning documentation in visceral surgery: a proof of concept.International journal of computer assisted radiology and surgery · 2024Article
- Enhancing Ophthalmic Care: The Transformative Potential of Digital Twins in Healthcare.Cureus · 2024Review
- Concepts and applications of digital twins in healthcare and medicine.Patterns (New York, N.Y.) · 2024Review
- Comparative analysis of GoPro and digital cameras in head and neck flap harvesting surgery video documentation: an innovative and efficient method for surgical education.BMC medical education · 2024Article
- [Digital twin hospitals: transforming the future of healthcare].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2024Review
- The Multidomain Metaverse Cancer Care Digital Platform: Development and Usability Study.JMIR serious games · 2023Article
- Using Constrained-Disorder Principle-Based Systems to Improve the Performance of Digital Twins in Biological Systems.Biomimetics (Basel, Switzerland) · 2023Review
- Effectiveness of creating digital twins with different digital dentition models and cone-beam computed tomography.Scientific reports · 2023Article
- Study on the Applicability of Digital Twins for Home Remote Motor Rehabilitation.Sensors (Basel, Switzerland) · 2023Review
- Predictive digital twin for optimizing patient-specific radiotherapy regimens under uncertainty in high-grade gliomas.Frontiers in artificial intelligence · 2023Article
- Integrating mechanism-based modeling with biomedical imaging to build practical digital twins for clinical oncology.Biophysics reviews · 2022Review
- Digital twins and the ethics of health decision-making concerning children.Patterns (New York, N.Y.) · 2022Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.