Localization of Passively Guided Capsule Endoscopes—A Review

胶囊内镜 镇静 内窥镜 内窥镜检查 稳健性(进化) 计算机科学 计算机视觉 人工智能 放射科 外科 医学 生物化学 基因 化学
作者
Samuel Zeising,Angelika Thalmayer,Maximilian Lübke,Georg Fischer,Jens Kirchner
出处
期刊:IEEE Sensors Journal [IEEE Sensors Council]
卷期号:22 (21): 20138-20155 被引量:10
标识
DOI:10.1109/jsen.2022.3205721
摘要

Traditional endoscopy is conducted stationary in the hospital and requires sedation of the patient. Contrary, capsule endoscopy (CE) requires no sedation, and the patients are allowed to leave the hospital for their daily life during the procedure that lasts for several hours. Commercially available capsule endoscopes are passively moved through the gastrointestinal tract (GIT) by peristalsis. For diagnosis and intervention planning, the traveled distance and orientation of the capsules for each video frame would be highly relevant. Nevertheless, commercial capsule endoscope systems do not offer precise localization of the capsules. In the past years, many different scientific localization approaches have been proposed. These methods can be divided into video-, radio frequency-(RF), and magnetic field-based methods. In this review, a requirement profile for a localization method suitable for a commercial capsule endoscopy system is defined. The defined requirements of a localization system for capsule endoscopy are high accuracy, robustness during the daily life of a patient, and integrability with commercial capsule endoscopy systems. Afterward, promising approaches are reviewed and discussed concerning these requirements. It was revealed that the magnetic field- and video-based methods are the most promising methods, and these methods would complement each other very well. Therefore, a hybrid magnetic-field-/video-based method is suggested, which has, to the best of our knowledge, not been proposed so far.
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