AIMC Topic: Optical Fibers

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iLoF: An intelligent Lab on Fiber Approach for Human Cancer Single-Cell Type Identification.

Scientific reports Feb 21, 2020
With the advent of personalized medicine, there is a movement to develop "smaller" and "smarter" microdevices that are able to distinguish similar cancer subtypes. Tumor cells display major differences when compared to their natural counterparts, due...
Probability Optical Tweezers Signal Processing, Computer-Assisted Optical Fibers Artificial Intelligence Image Processing, Computer-Assisted Neoplasms Cell Line, Tumor Single-Cell Analysis Humans
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Laser-Profiled Continuum Robot with Integrated Tension Sensing for Simultaneous Shape and Tip Force Estimation.

Soft robotics Feb 20, 2020
The development of miniaturized continuum robots has a wide range of applications in minimally invasive endoluminal interventions. To navigate inside tortuous lumens without impinging on the vessel wall and causing tissue damage or the risk of perfor...
Lasers Equipment Design Optical Fibers Reproducibility of Results Robotics
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Optical Fiber Sensor Performance Evaluation in Soft Polyimide Film with Different Thickness Ratios.

Sensors (Basel, Switzerland) Feb 15, 2019
To meet the application requirements of curvature measurement for soft biomedical robotics and flexible morphing wings of aircraft, the optical fiber Bragg grating (FBG) shape sensor for soft robots and flexible morphing wing was implemented. This op...
Optical Fibers Imides Fiber Optic Technology Robotics Biosensing Techniques
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Temporal separation of Cerenkov radiation and scintillation using artificial neural networks in Clinical LINACs.

Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB) Oct 10, 2018
The irradiation of scintillator-fiber optic dosimeters by clinical LINACs results in the measurement of scintillation and Cerenkov radiation. In scintillator-fiber optic dosimetry, the scintillation and Cerenkov radiation responses are separated to d...
Software Time Factors Neural Networks, Computer Particle Accelerators Scintillation Counting Optical Fibers Radiometry Humans
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Neural networks within multi-core optic fibers.

Scientific reports Jul 7, 2016
Hardware implementation of artificial neural networks facilitates real-time parallel processing of massive data sets. Optical neural networks offer low-volume 3D connectivity together with large bandwidth and minimal heat production in contrast to el...
Silicon Dioxide Equipment Design Optical Fibers Computer Systems Fiber Optic Technology Neural Networks, Computer
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Speckle classification of a multimode fiber based on Inception V3.

Applied optics Oct 10, 2022
Multimode optical fiber plays an important role in endoscope miniaturization. With the development of deep learning and machine learning, neural networks can be used to identify and classify speckle patterns obtained at the fiber output. Based on the...
Support Vector Machine Optical Fibers Machine Learning Algorithms Neural Networks, Computer
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Spatially variant deblur and image enhancement in a single multimode fiber imaged by deep learning.

Optics letters Oct 1, 2022
A single multimode fiber has been applied in minimally invasive endoscopy with wavefront shaping for biological research such as brain imaging. Most of the fibers, such as step-index and graded-index multimode fibers, give rise to spatially variant b...
Optical Fibers Image Enhancement Algorithms Deep Learning
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Deep learning-based ballistocardiography reconstruction algorithm on the optical fiber sensor.

Optics express Apr 11, 2022
Ballistocardiography (BCG) is a vibration signal related to cardiac activity, which can be obtained in a non-invasive way by optical fiber sensors. In this paper, we propose a modified generative adversarial network (GAN) to reconstruct BCG signals b...
Optical Fibers Ballistocardiography BCG Vaccine Algorithms Deep Learning
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Biomedical optical fibers.

Lab on a chip Feb 23, 2021
Optical fibers with the ability to propagate and transfer data via optical signals have been used for decades in medicine. Biomaterials featuring the properties of softness, biocompatibility, and biodegradability enable the introduction of optical fi...
Humans Prostheses and Implants Optical Fibers Artificial Intelligence Printing, Three-Dimensional Biocompatible Materials
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Fiber bundle image restoration using deep learning.

Optics letters Mar 1, 2019
We propose a deep learning-based restoration method to remove honeycomb patterns and improve resolution for fiber bundle (FB) images. By building and calibrating a dual-sensor imaging system, we capture FB images and corresponding ground truth data t...
Humans Deep Learning Signal-To-Noise Ratio Image Processing, Computer-Assisted Optical Fibers
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