AIMC Topic: Nanotechnology

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Single-model multi-tasks deep learning network for recognition and quantitation of surface-enhanced Raman spectroscopy.

Optics express Nov 7, 2022
Surface-enhanced Raman scattering (SERS) spectroscopy analysis has long been the central task of nanoscience and nanotechnology to realize the ultrasensitive recognition/quantitation applications. Recently, the blooming of artificial intelligence alg...
Artificial Intelligence Reactive Oxygen Species Nanotechnology Deep Learning Spectrum Analysis, Raman
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Deep-SMOLM: deep learning resolves the 3D orientations and 2D positions of overlapping single molecules with optimal nanoscale resolution.

Optics express Sep 26, 2022
Dipole-spread function (DSF) engineering reshapes the images of a microscope to maximize the sensitivity of measuring the 3D orientations of dipole-like emitters. However, severe Poisson shot noise, overlapping images, and simultaneously fitting high...
Nanotechnology Amyloid Deep Learning Microscopy Image Processing, Computer-Assisted
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Enabling autonomous scanning probe microscopy imaging of single molecules with deep learning.

Nanoscale May 27, 2021
Scanning probe microscopies allow investigating surfaces at the nanoscale, in real space and with unparalleled signal-to-noise ratio. However, these microscopies are not used as much as it would be expected considering their potential. The main limit...
Microscopy, Atomic Force Microscopy, Scanning Probe DNA Deep Learning Nanotechnology
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Tiny robots make big advances.

Science robotics Mar 31, 2021
This special issue showcases developments in microactuation, microparticle control, and micro/nanorobots for biomedicine.
Microtechnology Smart Materials Robotics Nanotechnology Humans Drug Delivery Systems Animals
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Machine learning-integrated omics for the risk and safety assessment of nanomaterials.

Biomaterials science Mar 10, 2021
With the advancement in nanotechnology, we are experiencing transformation in world order with deep insemination of nanoproducts from basic necessities to advanced electronics, health care products and medicines. Therefore, nanoproducts, however, can...
Risk Assessment Nanostructures Artificial Intelligence Machine Learning Nanotechnology
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Machine Learning and Perturbation Theory Machine Learning (PTML) in Medicinal Chemistry, Biotechnology, and Nanotechnology.

Current topics in medicinal chemistry Jan 1, 2021
Recently, different authors have reported Perturbation Theory (PT) methods combined with machine learning (ML) to obtain PTML (PT + ML) models. They have applied PTML models to the study of different biological systems. Here we present one state-of-a...
Biotechnology Programming Languages Chemistry, Pharmaceutical Nanotechnology Machine Learning Drug Discovery
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Development of an Alarm Algorithm, With Nanotechnology Multimodal Sensor, to Predict Impending Infusion Failure and Improve Safety of Peripheral Intravenous Catheters in Neonates.

Advances in neonatal care : official journal of the National Association of Neonatal Nurses Jun 1, 2020
BACKGROUND: Peripheral intravenous catheters connected to an infusion pump are necessary for the delivery of fluids, nutrition, and medications to hospitalized neonates but are not without complications. These adverse events contribute to hospital-ac...
Artificial Intelligence Patient Safety Infant, Newborn Catheterization, Peripheral Humans Equipment Failure Infusion Pumps Infusions, Intravenous Monitoring, Physiologic Clinical Alarms Nanotechnology
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Flexible and stretchable dual mode nanogenerator for rehabilitation monitoring and information interaction.

Journal of materials chemistry. B Apr 29, 2020
Motion recognition and information interaction sensors with flexibility and stretchability are key functional modules as interactive media between the mechanical motions and electric signals in an intelligent robotic and rehabilitation training syste...
Adaptation, Physiological Surface Properties Humans Robotics Monitoring, Physiologic Wearable Electronic Devices Nanotechnology Particle Size
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Nanoinformatics: Artificial Intelligence and Nanotechnology in the New Decade.

Combinatorial chemistry & high throughput screening Jan 1, 2020
Humans Artificial Intelligence Nanotechnology
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Machine Learning as a Proposal for a Better Application of Food Nanotechnology Regulation in the European Union.

Current topics in medicinal chemistry Jan 1, 2020
AIMS: Given the current gaps of scientific knowledge and the need of efficient application of food law, this paper makes an analysis of principles of European food law for the appropriateness of applying biological activity Machine Learning predictio...
European Union Legislation, Food Humans Nanotechnology Machine Learning Food Safety
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