El papel emergente de la inteligencia artificial en la oncología oral

IF 0.1
Dipanshu Aggarwal, Devi Charan Shetty
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Abstract

Artificial Intelligence (AI) and its application is providing new horizons in research and applied science. The goal of this study was to determine the level of awareness, attitudes, and future perspectives about AI among dental students and professionals and its application in digital pathology. A questionnaire survey was conducted among Undergraduate and Postgraduate dental students and Faculty/Clinicians through Google Forms. It was categorised into sections with the objective of determining knowledge, attitudes, and future perspectives of AI and its potential applications in pathology. The responders' identities were kept anonymous. A total of 200 people responded to the poll, with 136 females and 64 males with an average of 24 years. The study included 125 Undergraduates, 44 Post graduate students, and 31 Faculty/Clinicians. 73.5 % were aware that AI might be utilised in medicine. According to 87.5 %, it should be incorporated in the curriculum. 79 % feel it will play an important role in diagnostic and treatment planning in the future. Although the participants have a limited understanding of AI, they are eager to learn more about it. Participants expressed optimism, believing that AI will have a beneficial influence on medical practise in future. Artificial Intelligence approaches and development trends will focus on machine learning based on data acquired from the most recent diagnostic modalities, such as multi-omics (e.g., genomics, metabolomics) and imaging technologies, especially in areas where objective detection methods are missing. Finally, developing global and national standards and laws is required to accelerate the use and spread of AI in health and medicine. It will be useful in forecasting the prognosis, recurrence, and survival rate of oral cancer patients and also to predict the malignant transformation of pre-malignant lesion in high-risk patients.
人工智能在口腔肿瘤中的新兴作用
人工智能(AI)及其应用为研究和应用科学提供了新的视野。本研究的目的是确定牙科学生和专业人员对人工智能的认识水平、态度和未来前景,以及人工智能在数字病理学中的应用。通过谷歌表格对本科、研究生牙科学生和教师/临床医生进行问卷调查。它被分为几个部分,目的是确定人工智能的知识、态度和未来前景及其在病理学中的潜在应用。应答者的身份是匿名的。共有200人参与了这项调查,其中女性136人,男性64人,平均年龄为24岁。该研究包括125名本科生,44名研究生和31名教师/临床医生。73.5%的人意识到人工智能可能用于医学。87.5%的人认为应将其纳入课程。79%的人认为它将在未来的诊断和治疗计划中发挥重要作用。虽然参与者对人工智能的了解有限,但他们渴望了解更多。与会者持乐观态度,认为人工智能将对未来的医疗实践产生有益的影响。人工智能方法和发展趋势将集中在基于从最新诊断模式(如多组学(如基因组学、代谢组学)和成像技术)获得的数据的机器学习上,特别是在缺乏客观检测方法的领域。最后,需要制定全球和国家标准和法律,以加速人工智能在卫生和医药领域的使用和推广。对预测口腔癌患者的预后、复发率、生存率以及预测高危患者癌前病变的恶性转化具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Acta Bioclinica
Acta Bioclinica DENTISTRY, ORAL SURGERY & MEDICINE-
自引率
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发文量
29
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