Innovations in surgical training: exploring the role of artificial intelligence and large language models (LLM)
ABSTRACT The landscape of surgical training is rapidly evolving with the advent of artificial intelligence (AI) and its integration into education and simulation. This manuscript aims to explore the potential applications and benefits of AI-assisted surgical training, particularly the use of large l...
| Main Authors: | , , , , , , , , , , |
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| Format: | Article |
| Language: | English |
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Colégio Brasileiro de Cirurgiões
2023-08-01
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| Series: | Revista do Colégio Brasileiro de Cirurgiões |
| Subjects: | |
| Online Access: | http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69912023000100402&tlng=pt |
| _version_ | 1827856901583405056 |
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| author | JULIAN VARAS BRANDON VALENCIA CORONEL IGNACIO VILLAGRÁN GABRIEL ESCALONA ROCIO HERNANDEZ GREGORY SCHUIT VALENTINA DURÁN ANTONIA LAGOS-VILLASECA CRISTIAN JARRY ANDRES NEYEM PABLO ACHURRA |
| author_facet | JULIAN VARAS BRANDON VALENCIA CORONEL IGNACIO VILLAGRÁN GABRIEL ESCALONA ROCIO HERNANDEZ GREGORY SCHUIT VALENTINA DURÁN ANTONIA LAGOS-VILLASECA CRISTIAN JARRY ANDRES NEYEM PABLO ACHURRA |
| author_sort | JULIAN VARAS |
| collection | DOAJ |
| description | ABSTRACT The landscape of surgical training is rapidly evolving with the advent of artificial intelligence (AI) and its integration into education and simulation. This manuscript aims to explore the potential applications and benefits of AI-assisted surgical training, particularly the use of large language models (LLMs), in enhancing communication, personalizing feedback, and promoting skill development. We discuss the advancements in simulation-based training, AI-driven assessment tools, video-based assessment systems, virtual reality (VR) and augmented reality (AR) platforms, and the potential role of LLMs in the transcription, translation, and summarization of feedback. Despite the promising opportunities presented by AI integration, several challenges must be addressed, including accuracy and reliability, ethical and privacy concerns, bias in AI models, integration with existing training systems, and training and adoption of AI-assisted tools. By proactively addressing these challenges and harnessing the potential of AI, the future of surgical training may be reshaped to provide a more comprehensive, safe, and effective learning experience for trainees, ultimately leading to better patient outcomes. . |
| first_indexed | 2024-03-12T12:32:45Z |
| format | Article |
| id | doaj.art-3dafd0c03ad846efb7d295aa0bb5d2fd |
| institution | Directory Open Access Journal |
| issn | 1809-4546 |
| language | English |
| last_indexed | 2024-03-12T12:32:45Z |
| publishDate | 2023-08-01 |
| publisher | Colégio Brasileiro de Cirurgiões |
| record_format | Article |
| series | Revista do Colégio Brasileiro de Cirurgiões |
| spelling | doaj.art-3dafd0c03ad846efb7d295aa0bb5d2fd2023-08-29T07:42:25ZengColégio Brasileiro de CirurgiõesRevista do Colégio Brasileiro de Cirurgiões1809-45462023-08-015010.1590/0100-6991e-20233605-enInnovations in surgical training: exploring the role of artificial intelligence and large language models (LLM)JULIAN VARAShttps://orcid.org/0000-0003-4890-9937BRANDON VALENCIA CORONELhttps://orcid.org/0000-0003-4231-4465IGNACIO VILLAGRÁNhttps://orcid.org/0000-0003-3130-8326GABRIEL ESCALONAhttps://orcid.org/0000-0001-8733-3614ROCIO HERNANDEZhttps://orcid.org/0000-0003-4677-2519GREGORY SCHUIThttps://orcid.org/0000-0002-7219-9915VALENTINA DURÁNhttps://orcid.org/0000-0002-0476-7415ANTONIA LAGOS-VILLASECAhttps://orcid.org/0000-0002-2579-5474CRISTIAN JARRYhttps://orcid.org/0000-0003-3548-4909ANDRES NEYEMhttps://orcid.org/0000-0002-5734-722XPABLO ACHURRAhttps://orcid.org/0000-0001-6803-423XABSTRACT The landscape of surgical training is rapidly evolving with the advent of artificial intelligence (AI) and its integration into education and simulation. This manuscript aims to explore the potential applications and benefits of AI-assisted surgical training, particularly the use of large language models (LLMs), in enhancing communication, personalizing feedback, and promoting skill development. We discuss the advancements in simulation-based training, AI-driven assessment tools, video-based assessment systems, virtual reality (VR) and augmented reality (AR) platforms, and the potential role of LLMs in the transcription, translation, and summarization of feedback. Despite the promising opportunities presented by AI integration, several challenges must be addressed, including accuracy and reliability, ethical and privacy concerns, bias in AI models, integration with existing training systems, and training and adoption of AI-assisted tools. By proactively addressing these challenges and harnessing the potential of AI, the future of surgical training may be reshaped to provide a more comprehensive, safe, and effective learning experience for trainees, ultimately leading to better patient outcomes. .http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69912023000100402&tlng=ptArtificial IntelligenceEducation, MedicalLearning Curve |
| spellingShingle | JULIAN VARAS BRANDON VALENCIA CORONEL IGNACIO VILLAGRÁN GABRIEL ESCALONA ROCIO HERNANDEZ GREGORY SCHUIT VALENTINA DURÁN ANTONIA LAGOS-VILLASECA CRISTIAN JARRY ANDRES NEYEM PABLO ACHURRA Innovations in surgical training: exploring the role of artificial intelligence and large language models (LLM) Revista do Colégio Brasileiro de Cirurgiões Artificial Intelligence Education, Medical Learning Curve |
| title | Innovations in surgical training: exploring the role of artificial intelligence and large language models (LLM) |
| title_full | Innovations in surgical training: exploring the role of artificial intelligence and large language models (LLM) |
| title_fullStr | Innovations in surgical training: exploring the role of artificial intelligence and large language models (LLM) |
| title_full_unstemmed | Innovations in surgical training: exploring the role of artificial intelligence and large language models (LLM) |
| title_short | Innovations in surgical training: exploring the role of artificial intelligence and large language models (LLM) |
| title_sort | innovations in surgical training exploring the role of artificial intelligence and large language models llm |
| topic | Artificial Intelligence Education, Medical Learning Curve |
| url | http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-69912023000100402&tlng=pt |
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