Applications of Artificial Intelligence in Musculoskeletal Imaging: From the Request to the Report.

Natalia Gorelik, Soterios Gyftopoulos
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引用次数: 19

Abstract

Artificial intelligence (AI) will transform every step in the imaging value chain, including interpretive and noninterpretive components. Radiologists should familiarize themselves with AI developments to become leaders in their clinical implementation. This article explores the impact of AI through the entire imaging cycle of musculoskeletal radiology, from the placement of the requisition to the generation of the report, with an added Canadian perspective. Noninterpretive tasks which may be assisted by AI include the ordering of appropriate imaging tests, automatic exam protocoling, optimized scheduling, shorter magnetic resonance imaging acquisition time, computed tomography imaging with reduced artifact and radiation dose, and new methods of generation and utilization of radiology reports. Applications of AI for image interpretation consist of the determination of bone age, body composition measurements, screening for osteoporosis, identification of fractures, evaluation of segmental spine pathology, detection and temporal monitoring of osseous metastases, diagnosis of primary bone and soft tissue tumors, and grading of osteoarthritis.

人工智能在肌肉骨骼成像中的应用:从要求到报告。
人工智能(AI)将改变成像价值链的每一步,包括解释和非解释部分。放射科医生应该熟悉人工智能的发展,成为临床实施的领导者。本文从加拿大的角度探讨了人工智能对肌肉骨骼放射学整个成像周期的影响,从申请的放置到报告的生成。可由人工智能辅助的非解释性任务包括:安排适当的成像检查、自动检查协议、优化调度、缩短磁共振成像采集时间、减少伪影和辐射剂量的计算机断层成像,以及生成和利用放射学报告的新方法。人工智能在图像解读中的应用包括骨龄测定、身体成分测量、骨质疏松症筛查、骨折鉴定、节段性脊柱病理评估、骨转移的检测和时间监测、原发性骨和软组织肿瘤的诊断以及骨关节炎的分级。
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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