Deep learning for optical tweezers
Optical tweezers exploit light–matter interactions to trap particles ranging from single atoms
to micrometer-sized eukaryotic cells. For this reason, optical tweezers are a ubiquitous tool …
to micrometer-sized eukaryotic cells. For this reason, optical tweezers are a ubiquitous tool …
Autonomous and intelligent optical tweezers for improving the reliability and throughput of single particle analysis
J Teixeira, FC Moreira, J Oliveira… - Measurement …, 2023 - iopscience.iop.org
Optical tweezers are an interesting tool to enable single cell analysis, especially when
coupled with optical sensing and advanced computational methods. Nevertheless, such …
coupled with optical sensing and advanced computational methods. Nevertheless, such …
Toward Nano-and Microplastic Sensors: Identification of Nano-and Microplastic Particles via Artificial Intelligence Combined with a Plasmonic Probe Functionalized …
Nano-and microplastic particles are a global and emerging environmental issue that might
pose potential threats to human health. The present work exploits artificial intelligence (AI) to …
pose potential threats to human health. The present work exploits artificial intelligence (AI) to …
[HTML][HTML] Classification of optically trapped particles: A comparison between optical fiber tweezers and conventional setups
PAS Jorge, IA Carvalho, FM Marques, V Pinto… - Results in Optics, 2021 - Elsevier
The classification of the type of trapped particles is a crucial task for an efficient integration of
optical-tweezers in intelligent microfluidic devices. In the recent years, the use of the …
optical-tweezers in intelligent microfluidic devices. In the recent years, the use of the …
Autonomous optical tweezers: from automatic trapping to single particle analysis
F Coutinho, J Teixeira, V Rocha… - Journal of Physics …, 2022 - iopscience.iop.org
Optical trapping is a versatile and non-invasive technique for single particle manipulation.
As such, it can be widely applied in the domains of particle identification and classification …
As such, it can be widely applied in the domains of particle identification and classification …
Automated Optical Tweezers for Enhanced Bioparticle Analysis via Combined Scattering and Raman Spectroscopy
This paper describes the development of an optical tweezers system that operates in fully
automatic mode. It features image recognition for particle tracking, allowing for the optical …
automatic mode. It features image recognition for particle tracking, allowing for the optical …
Towards real-time identification of trapped particles with UMAP-based classifiers
Optical trapping provides a way to isolate, manipulate, and probe a wide range of
microscopic particles. Moreover, as particle dynamics are strongly affected by their shape …
microscopic particles. Moreover, as particle dynamics are strongly affected by their shape …
Automation strategies and machine learning algorithms towards real-time identification of optically trapped particles
To automatically trap, manipulate and probe physical properties of micron-sized particles is
a step of paramount importance for the development of intelligent and integrated …
a step of paramount importance for the development of intelligent and integrated …
[PDF][PDF] Optical Tweezers development as a tool for biomedical diagnosis
JM de Freitas Oliveira - 2022 - repositorio-aberto.up.pt
The need for better diagnosis and detection methods is a driving force for some of the
advancements in science and of the highest importance to the field of medicine. Naturally …
advancements in science and of the highest importance to the field of medicine. Naturally …
Intelligent Optical Tweezers with deep neural network classifiers
Optical tweezers use light to trap and manipulate mesoscopic scaled particles with high
precision making them a useful tool in a plethora of natural sciences, with emphasis on …
precision making them a useful tool in a plethora of natural sciences, with emphasis on …