Capsule robot pose and mechanism state detection in ultrasound using attention-based hierarchical deep learning

Abstract Ingestible robotic capsules with locomotion capabilities and on-board sampling mechanism have great potential for non-invasive diagnostic and interventional use in the gastrointestinal tract. Real-time tracking of capsule location and operational state is necessary for clinical application,...

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Bibliographic Details
Main Authors: Xiaoyun Liu, Daniel Esser, Brandon Wagstaff, Anna Zavodni, Naomi Matsuura, Jonathan Kelly, Eric Diller
Format: Article
Language:English
Published: Nature Portfolio 2022-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-25572-w