ReviewAnnals of the Royal College of Surgeons of England2020
Artificial Intelligence in plastic surgery: What is it? Where are we now? What is on the horizon?
Review in Annals of the Royal College of Surgeons of England, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07523815 (Assessment of the Accuracy of Artificial Intelligence Assisted Workflow Versus Conventional Workflow in Computer Guided Implant Placement), which is not on this map. Cited by 13 papers, 1 of them a synthesis 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.
Assessment of the Accuracy of Artificial Intelligence Assisted Workflow Versus Conventional Workflow in Computer Guided Implant Placement: A Randomized Controlled Clinical Trial.
Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Present and future of machine learning in breast surgery: systematic review.The British journal of surgery · 2022Pooled it
- Large language model applications in facial plastic and reconstructive surgery: a systematic review of applications, performance, and ethical considerations.European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery · 2026Review
- The Transformative Role of Artificial Intelligence in Plastic and Reconstructive Surgery: Challenges and Opportunities.Journal of clinical medicine · 2025Review
- Growth in FDA-Approved Artificial Intelligence Devices in Plastic Surgery: A Key Look Into the Future.Aesthetic surgery journal · 2024Article
- Ethical Considerations and Equipoise in Cancer Surgery.Indian journal of surgical oncology · 2024Review
- Exploring the Practical Applications of Artificial Intelligence, Deep Learning, and Machine Learning in Maxillofacial Surgery: A Comprehensive Analysis of Published Works.Bioengineering (Basel, Switzerland) · 2024Article
- Ethics for AI in Plastic Surgery: Guidelines and Review.Aesthetic plastic surgery · 2024Review
- The future of artificial intelligence in thoracic surgery for non-small cell lung cancer treatment a narrative review.Frontiers in oncology · 2024Review
- Ask and You Shall Receive: OpenAI ChatGPT Writes Us an Editorial on Using Chatbots in Gender Affirmation Surgery and Strategies to Increase Widespread Adoption.Aesthetic surgery journal · 2023Article
- ChatGPT in Plastic and Reconstructive Surgery.Indian journal of plastic surgery : official publication of the Association of Plastic Surgeons of India · 2023Review
- Artificial intelligence applications and ethical challenges in oral and maxillo-facial cosmetic surgery: a narrative review.Maxillofacial plastic and reconstructive surgery · 2023Review
- Synergy between artificial intelligence and precision medicine for computer-assisted oral and maxillofacial surgical planning.Clinical oral investigations · 2023Review
- Article
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
introductionAn increasing quantity of data is required to guide precision medicine and advance future healthcare practices, but current analytical methods often become overwhelmed. Artificial intelligence (AI) provides a promising solution. Plastic surgery is an innovative surgical specialty expected to implement AI into current and future practices. It is important for all plastic surgeons to understand how AI may affect current and future practice, and to recognise its potential limitations.
methodsPeer-reviewed published literature and online content were comprehensively reviewed. We report current applications of AI in plastic surgery and possible future applications based on published literature and continuing scientific studies, and detail its potential limitations and ethical considerations.
findingsCurrent machine learning models using convolutional neural networks can evaluate breast mammography and differentiate benign and malignant tumours as accurately as specialist doctors, and motion sensor surgical instruments can collate real-time data to advise intraoperative technical adjustments. Centralised big data portals are expected to collate large datasets to accelerate understanding of disease pathogeneses and best practices. Information obtained using computer vision could guide intraoperative surgical decisions in unprecedented detail and semi-autonomous surgical systems guided by AI algorithms may enable improved surgical outcomes in low- and middle-income countries. Surgeons must collaborate with computer scientists to ensure that AI algorithms inform clinically relevant health objectives and are interpretable. Ethical concerns such as systematic biases causing non-representative conclusions for under-represented patient groups, patient confidentiality and the limitations of AI based on the quality of data input suggests that AI will accompany the plastic surgeon, rather than replace them.
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Identifiers
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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.