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Integrating AI into Breast Reconstruction Surgery: Exploring Opportunities, Applications, and Challenges.

作者信息

Gorgy Andrew, Xu Hong Hao, Hawary Hassan El, Nepon Hillary, Lee James, Vorstenbosch Joshua

机构信息

Department of Plastic and Reconstructive Surgery, McGill University Health Center, Montreal, Quebec, Canada.

Faculty of Medicine, Laval University, Quebec City, Quebec, Canada.

出版信息

Plast Surg (Oakv). 2024 Nov 6:22925503241292349. doi: 10.1177/22925503241292349.


DOI:10.1177/22925503241292349
PMID:39545210
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11559540/
Abstract

Artificial intelligence (AI) has significantly influenced various sectors, including healthcare, by enhancing machine capabilities in assisting with human tasks. In surgical fields, where precision and timely decision-making are crucial, AI's integration could revolutionize clinical quality and health resource optimization. This study explores the current and future applications of AI technologies in reconstructive breast surgery, aiming for broader implementation. We conducted systematic reviews through PubMed, Web of Science, and Google Scholar using relevant keywords and MeSH terms. The focus was on the main AI subdisciplines: machine learning, computer vision, natural language processing, and robotics. This review includes studies discussing AI applications across preoperative, intraoperative, postoperative, and academic settings in breast plastic surgery. AI is currently utilized preoperatively to predict surgical risks and outcomes, enhancing patient counseling and informed consent processes. During surgery, AI supports the identification of anatomical landmarks and dissection strategies and provides 3-dimensional visualizations. Robotic applications are promising for procedures like microsurgical anastomoses, flap harvesting, and dermal matrix anchoring. Postoperatively, AI predicts discharge times and customizes follow-up schedules, which improves resource allocation and patient management at home. Academically, AI offers personalized training feedback to surgical trainees and aids research in breast reconstruction. Despite these advancements, concerns regarding privacy, costs, and operational efficacy persist and are critically examined in this review. The application of AI in breast plastic and reconstructive surgery presents substantial benefits and diverse potentials. However, much remains to be explored and developed. This study aims to consolidate knowledge and encourage ongoing research and development within the field, thereby empowering the plastic surgery community to leverage AI technologies effectively and responsibly for advancing breast reconstruction surgery.

摘要
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fd52/11559540/2b79bb628238/10.1177_22925503241292349-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fd52/11559540/2b79bb628238/10.1177_22925503241292349-fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fd52/11559540/2b79bb628238/10.1177_22925503241292349-fig1.jpg

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Integrating AI into Breast Reconstruction Surgery: Exploring Opportunities, Applications, and Challenges.

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引用本文的文献

[1]
Evaluating the Clinical Utility of Robotic Systems in Plastic and Reconstructive Surgery: A Systematic Review.

Sensors (Basel). 2025-5-21

[2]
A Scoping Review of Precision Medicine in Breast Reconstruction (2011-2025).

J Pers Med. 2025-4-28

[3]
The Transformative Role of Artificial Intelligence in Plastic and Reconstructive Surgery: Challenges and Opportunities.

J Clin Med. 2025-4-15

[4]
Artificial Intelligence in Breast Reconstruction: A Narrative Review.

Medicina (Kaunas). 2025-2-28

[5]
The Current State of the Art in Autologous Breast Reconstruction: A Review and Modern/Future Approaches.

J Clin Med. 2025-2-25

本文引用的文献

[1]
Utility and Comparative Performance of Current Artificial Intelligence Large Language Models as Postoperative Medical Support Chatbots in Aesthetic Surgery.

Aesthet Surg J. 2024-7-15

[2]
Large language models to identify social determinants of health in electronic health records.

NPJ Digit Med. 2024-1-11

[3]
Prompting Rigor in Database Reporting: Working Toward Higher-Quality Plastic Surgery Database Research.

Plast Reconstr Surg. 2024-5-1

[4]
Medical Applications of Artificial Intelligence and Large Language Models: Bibliometric Analysis and Stern Call for Improved Publishing Practices.

Aesthet Surg J. 2023-11-16

[5]
Use of Artificial Intelligence in the Advancement of Breast Surgery and Implications for Breast Reconstruction: A Narrative Review.

J Clin Med. 2023-8-6

[6]
Large Language Models and Artificial Intelligence: A Primer for Plastic Surgeons on the Demonstrated and Potential Applications, Promises, and Limitations of ChatGPT.

Aesthet Surg J. 2024-2-15

[7]
Preservation of Human Creativity in Plastic Surgery Research on ChatGPT.

Aesthet Surg J. 2023-8-17

[8]
ChatGPT Is Equivalent to First-Year Plastic Surgery Residents: Evaluation of ChatGPT on the Plastic Surgery In-Service Examination.

Aesthet Surg J. 2023-11-16

[9]
Performance of ChatGPT on the Plastic Surgery Inservice Training Examination.

Aesthet Surg J. 2023-11-16

[10]
Large Language Models in Academic Plastic Surgery: The Way Forward.

Plast Reconstr Surg Glob Open. 2023-4-19

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