6 papers
Set Transformer Architectures and Synthetic Data Generation for Flow-Guided Nanoscale Localization
Mika Leo Hube, Filip Lemic, Ethungshan Shitiri +3
Flow-guided Localization (FGL) enables the identification of spatial regions within the human body that contain an event of diagnostic interest. FGL does that by leveraging the pas…
Experimental Assessment of A Framework for In-body RF-backscattering Localization
Noa Jie Vives Zaguirre, Oscar Lasierra, Filip Lemic +5
Localization of in-body devices is beneficial for Gastrointestinal (GI) diagnosis and targeted treatment. Traditional methods such as imaging and endoscopy are invasive and limited…
Toward Standardized Performance Evaluation of Flow-guided Nanoscale Localization
Arnau Brosa López, Filip Lemic, Jakob Struye +9
Nanoscale devices with Terahertz (THz) communication capabilities are envisioned to be deployed within human bloodstreams. Such devices will enable fine-grained sensing-based appli…
Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities
Pablo Galván, Filip Lemic, Gerard Calvo Bartra +2
Flow-guided localization using in-body nanodevices in the bloodstream is expected to be beneficial for early disease detection, continuous monitoring of biological conditions, and…
Insights from the Design Space Exploration of Flow-Guided Nanoscale Localization
Filip Lemic, Gerard Calvo Bartra, Arnau Brosa López +5
Nanodevices with Terahertz (THz)-based wireless communication capabilities are providing a primer for flow-guided localization within the human bloodstreams. Such localization is a…
Graph Neural Networks as an Enabler of Terahertz-based Flow-guided Nanoscale Localization over Highly Erroneous Raw Data
Gerard Calvo Bartra, Filip Lemic, Guillem Pascual +4
Contemporary research advances in nanotechnology and material science are rooted in the emergence of nanodevices as a versatile tool that harmonizes sensing, computing, wireless co…