在三级医疗中心建立创新与人工智能中心:成功与挑战。

IF 1.8 4区 医学 Q2 MEDICINE, GENERAL & INTERNAL
Israel Medical Association Journal Pub Date : 2024-02-01
Nadav Loebl, Eytan Wirtheim, Leor Perl
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引用次数: 0

摘要

背景:人工智能(AI)领域将对未来医学产生重大影响。随着大量数据库的积累和计算机科学方法的最新进展,人工智能的能力已在从诊断、发病率预测到病人治疗等众多领域得到了证明。在医疗中心内设立人工智能研发部门具有多重优势,特别是在促进研究和挖掘人工智能在病人床旁的直接潜力方面:概述在以色列一家三级医院的创新中心内建立人工智能和大数据中心所采取的步骤:我们对拉宾医疗中心人工智能中心在人工智能领域开发的项目进行了回顾性分析,研究了特定时期的趋势、临床领域和主要部门:从 2019 年到 2023 年,共收集了 49 个人工智能项目的数据。据观察,项目数量持续大幅增长。在人工智能中心落成后,我们观察到活动量增长了 150% 以上。主要领域包括心脏病学、肠胃病学和麻醉学。大多数项目(79.6%)由医生主导,其余项目由医院其他部门主导。约 59.2% 的项目是应用研究。结论:结论:与临床医生合作开发基于院内医疗数据的技术项目前景广阔。我们期待建立更多致力于医疗创新的中心,尤其是涉及人工智能的中心。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Establishing a Center for Innovation and Artificial Intelligence in a Tertiary Medical Center: Successes and Challenges.

Background: The field of artificial intelligence (AI) is poised to significantly influence the future of medicine. With the accumulation of vast databases and recent advancements in computer science methods, AI's capabilities have been demonstrated in numerous areas, from diagnosis and morbidity prediction to patient treatment. Establishing an AI research and development unit within a medical center offers multiple advantages, particularly in fostering research and tapping into the immediate potential of AI at the patient's bedside.

Objectives: To outline the steps taken to establish a center for AI and big data within an innovation center at a tertiary hospital in Israel.

Methods: We conducted a retrospective analysis of projects developed in the field of AI at the Artificial Intelligence Center at the Rabin Medical Center, examining trends, clinical domains, and the predominant sectors over a specific period.

Results: Between 2019 and 2023, data from 49 AI projects were gathered. A substantial and consistent growth in the number of projects was observed. Following the inauguration of the Artificial Intelligence Center we observed an increase of over 150% in the volume of activity. Dominant sectors included cardiology, gastroenterology, and anesthesia. Most projects (79.6%) were spearheaded by physicians, with the remainder by other hospital sectors. Approximately 59.2% of the projects were applied research. The remainder were research-based or a mix of both.

Conclusions: Developing technological projects based on in-hospital medical data, in collaboration with clinicians, is promising. We anticipate the establishment of more centers dedicated to medical innovation, particularly involving AI.

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来源期刊
Israel Medical Association Journal
Israel Medical Association Journal 医学-医学:内科
CiteScore
2.20
自引率
12.50%
发文量
54
审稿时长
3-8 weeks
期刊介绍: The Israel Medical Association Journal (IMAJ), representing medical sciences and medicine in Israel, is published in English by the Israel Medical Association. The Israel Medical Association Journal (IMAJ) was initiated in 1999.
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