ArticleFrontiers in bioengineering and biotechnology2021
Development of Digital Twins to Optimize Trauma Surgery and Postoperative Management. A Case Study Focusing on Tibial Plateau Fracture.
Article in Frontiers in bioengineering and biotechnology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers, 2 of them syntheses that pooled it.
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
39 citing papers in PubMed, 2 syntheses or guidelines pooled it, 84 citations in OpenAlex.
- Dynamic behavior of the nucleus pulposus within the intervertebral disc loading: a systematic review and meta-analysis exploring the concept of dynamic disc model.Frontiers in bioengineering and biotechnology · 2025Pooled it
- Human-Centric Digital Twins in Industry: A Comprehensive Review of Enabling Technologies and Implementation Strategies.Sensors (Basel, Switzerland) · 2023Pooled it
- Embodied artificial intelligence in robotic orthopaedic surgery: from intelligent assistance to adaptive surgical autonomy.Journal of robotic surgery · 2026Review
- Patient-Specific Adaptation of a Mechano-Regulatory Bone-Healing Model Using Longitudinal Loading Data.Annals of biomedical engineering · 2026Article
- Digital Twins in Orthopedics and Trauma: Concepts, Emerging Evidence, and Barriers to Clinical Translation.Journal of clinical medicine · 2026Review
- Perception-first digital twin for augmented reality microsurgery.International journal of computer assisted radiology and surgery · 2026Article
- Artificial intelligence in orthopaedics: Enhanced examinations, ambient intelligence and the future of clinical practice.Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA · 2026Review
- Empowering surgeons with integrated synthetic data: solutions for mastering complex clinical scenarios.NPJ digital medicine · 2026Review
- Research on Prediction of Preterm Birth Risk Based on Digital Twin Technology.Diagnostics (Basel, Switzerland) · 2026Article
- A scoping review of human digital twins in healthcare applications and usage patterns.NPJ digital medicine · 2025Article
- Advantages of digital twin technology in orthopedic trauma Surgery - Exploring different clinical use cases.Scientific reports · 2025Article
- Digital twins for the era of personalized surgery.NPJ digital medicine · 2025Review
- Survey and perspective on verification, validation, and uncertainty quantification of digital twins for precision medicine.NPJ digital medicine · 2025Review
- Digital twin assisted surgery, concept, opportunities, and challenges.NPJ digital medicine · 2025Review
- Digital Twins for Clinical and Operational Decision-Making: Scoping Review.Journal of medical Internet research · 2025Article
- Optimising tibial extension stem selection in total knee arthroplasty: the role of digital modelling.Frontiers in bioengineering and biotechnology · 2025Article
- Breaking the treatment dilemma of Schatzker IV fractures: finite element analysis validates hybrid single-plate with tension screw fixation for synergistic optimization of stability and minimally invasive outcomes.Frontiers in bioengineering and biotechnology · 2025Article
- TWINVAX: conceptual model of a digital twin for immunisation services in primary health care.Frontiers in public health · 2025Article
- Regional bone density patterns of the tibial plateau: implications for finite element analysis.Frontiers in bioengineering and biotechnology · 2025Article
- Enhancing Ophthalmic Care: The Transformative Potential of Digital Twins in Healthcare.Cureus · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
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.