{"title":"骨科研究辅助中的人工智能：住院医生的观点。","authors":"Rubén Dario Arias Perez, Ricardo Londoño Garcia","doi":"10.1007/s12306-025-00894-w","DOIUrl":null,"url":null,"abstract":"<p><p>Artificial intelligence (AI) is transforming orthopedic research by optimizing academic workflows, improving evidence synthesis, and expanding access to advanced data analysis tools. Generative AI models such as ChatGPT and GPT-4, alongside specialized platforms such as Consensus and SciSpace, empower researchers to refine search queries, enhance literature reviews, synthesize documents, and conduct advanced statistical analyses. These technologies enable the interpretation of large datasets, saving time and boosting efficiency. For orthopedic residents, AI is particularly impactful, revolutionizing their education and fostering greater independence in research. This review explores the key applications of AI as a research assistant in orthopedics, as well as its ethical considerations and challenges.</p>","PeriodicalId":18875,"journal":{"name":"MUSCULOSKELETAL SURGERY","volume":" ","pages":"381-388"},"PeriodicalIF":0.0000,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12660371/pdf/","citationCount":"0","resultStr":"{\"title\":\"Artificial intelligence in orthopedic research assistance: a resident's perspective.\",\"authors\":\"Rubén Dario Arias Perez, Ricardo Londoño Garcia\",\"doi\":\"10.1007/s12306-025-00894-w\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Artificial intelligence (AI) is transforming orthopedic research by optimizing academic workflows, improving evidence synthesis, and expanding access to advanced data analysis tools. Generative AI models such as ChatGPT and GPT-4, alongside specialized platforms such as Consensus and SciSpace, empower researchers to refine search queries, enhance literature reviews, synthesize documents, and conduct advanced statistical analyses. These technologies enable the interpretation of large datasets, saving time and boosting efficiency. For orthopedic residents, AI is particularly impactful, revolutionizing their education and fostering greater independence in research. This review explores the key applications of AI as a research assistant in orthopedics, as well as its ethical considerations and challenges.</p>\",\"PeriodicalId\":18875,\"journal\":{\"name\":\"MUSCULOSKELETAL SURGERY\",\"volume\":\" \",\"pages\":\"381-388\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12660371/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"MUSCULOSKELETAL SURGERY\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1007/s12306-025-00894-w\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/2/17 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"MUSCULOSKELETAL SURGERY","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1007/s12306-025-00894-w","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/2/17 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"Medicine","Score":null,"Total":0}
Artificial intelligence in orthopedic research assistance: a resident's perspective.
Artificial intelligence (AI) is transforming orthopedic research by optimizing academic workflows, improving evidence synthesis, and expanding access to advanced data analysis tools. Generative AI models such as ChatGPT and GPT-4, alongside specialized platforms such as Consensus and SciSpace, empower researchers to refine search queries, enhance literature reviews, synthesize documents, and conduct advanced statistical analyses. These technologies enable the interpretation of large datasets, saving time and boosting efficiency. For orthopedic residents, AI is particularly impactful, revolutionizing their education and fostering greater independence in research. This review explores the key applications of AI as a research assistant in orthopedics, as well as its ethical considerations and challenges.
期刊介绍：
Musculoskeletal Surgery – Formerly La Chirurgia degli Organi di Movimento, founded in 1917 at the Istituto Ortopedico Rizzoli, is a peer-reviewed journal published three times a year. The journal provides up-to-date information to clinicians and scientists through the publication of original papers, reviews, case reports, and brief communications dealing with the pathogenesis and treatment of orthopaedic conditions.An electronic version is also available at http://www.springerlink.com.The journal is open for publication of supplements and for publishing abstracts of scientific meetings; conditions can be obtained from the Editors-in-Chief or the Publisher.
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