ArticleAdvanced robotics research2025
Toward Wireless Implantable Robotic Systems Driven by Magnetic Field for Personalized Therapy.
Article in Advanced robotics research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
4 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Pooled it
- A miniature magnetic switch unlocking multimodal, chip-free, and batteryless airway sensing.Science advances · 2026Article
- MXene Nanomaterial Interfaces: Pioneering Neural Signal Recording for Brain-Computer Interfaces and Cognitive Therapy.Topics in current chemistry (Cham) · 2026Review
- A wireless implantable sensory ring for continuous airway stent migration tracking.Npj flexible electronics · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Robotic materials are playing an increasingly important role in enabling sensing and actuation at small scales. Recent advances have shown that these materials can dynamically respond to environmental cues while supporting remote sensing for versatile applications particularly healthcare. Among them, magnetically responsive materials such as magneto-elastic and magnetoelectric materials, offer compact, wireless solutions for miniaturized actuators, sensors, and energy transmitters, with significant potential in personalized medicine. However, key challenges remain in integrating magnetic materials toward implantable robotic systems, in achieving miniaturization, biocompatibility, and closed-loop therapy. This perspective highlights recent developments in magnetic materials and magnetically actuated devices for wireless sensing, actuation, and energy harvesting, toward implantable robotic systems for closed-loop therapy. We survey magnetic materials in enabling pumps, valves, and other drug delivery modules and evaluate their performance in terms of actuation field, biocompatibility, and applicable locations. Additionally, we also survey their sensing functions when integrating with other stimuli-responsive materials for different physiological conditions as well as energy harvesting functions for powering. Finally, we discuss future directions in miniaturization, safety, and long-term in vivo stability to facilitate clinical translation. This work provides a forward-looking perspective on next-generation, minimally invasive, robotic implantable systems for personalized disease monitoring and therapeutic intervention.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.