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David Folio

8 accepted papers

2026

Physics-Based Reduced-Order Modeling of Magnetic Microparticle Swarms for Biomedical Control

ICRA 2026poster

Magnetic particle swarms are governed by rich nonlinear collective dynamics that complicate predictive, feedback-based control in biomedical microrobotics. We develop a physics-based reduced-order ellipse model that describes the swarm morphology by its principal radii (r1, r2). At steady state, the…

Cited by 0Scholar
2023

USMicroMagSet: Using Deep Learning Analysis to Benchmark the Performance of Microrobots in Ultrasound Images

RA-L 2023

Microscale robots introduce great perspectives into many medical applications such as drug delivery, minimally invasive surgery, and localized biometric diagnostics. Fully automatic microrobots' real-time detection and tracking using medical imagers are actually investigated for future clinical tran

Cited by 14SourceScholar
2022

Fully Automatic and Real-Time Microrobot Detection and Tracking based on Ultrasound Imaging using Deep Learning

ICRA 2022poster

Micro-scale robots introduce great prospective into many different medical applications such as targeted drug delivery, minimally invasive surgery and localized bio-metric diagnostics. This research presents a method for object detection and tracking system of a chain-like magnetic microsphere robot…

Cited by 13SourceScholar
2021

Modeling and Characterization of Deformable Soft Magnetic Microrobot for Targeted Therapy

RA-L 2021

Magnetic nanoparticles (MNPs) are very attractive components in many biomedical applications, particularly as therapeutic magnetic microcarriers (TMMC) for targeted therapy. Although MNPs can be effectively gathered and transported using external magnetic fields, the optimal delivery is yet to be fu

Cited by 5SourceScholar
2019

Performance Metrics for a Robotic Actuation System using Static and Mobile Electromagnets

ICRA 2019poster

Wireless magnetic microrobots can perform complex tasks for small-scale minimally invasive surgery (MIS) that requires high precision and dexterity. The choice of the configuration of the electromagnetic actuation (EMA) system is a key issue for reliable medical applications. This paper addresses th…

Cited by 9SourceScholar
2016

Optimal control of multiple magnetic microbeads navigating in microfluidic channels

ICRA 2016

This paper presents an optimal control strategy for navigation of multiple magnetic microbeads for future drug targeting applications. To transport the drugs, we use therapeutic magnetic microbeads as navigable agents controlled by magnetic gradients. The main difficulty is to control independently

Cited by 15SourceScholar
2015

Magnetic microbot design framework for antiangiogenic tumor therapy

IROS 2015poster

This paper presents an optimal design strategy for magnetic targeting of therapeutic drugs. In this study, to maximize the effect of the treatment and minimize adverse effects on the patient, mathematical models have been developed to find the number and the size of the boluses with respect to the g…

Cited by 7SourceScholar