AIMC Topic: Biosensing Techniques

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Combining mechanistic and machine learning models for predictive engineering and optimization of tryptophan metabolism.

Nature communications Sep 25, 2020
Through advanced mechanistic modeling and the generation of large high-quality datasets, machine learning is becoming an integral part of understanding and engineering living systems. Here we show that mechanistic and machine learning models can be c...
Phenotype Biosensing Techniques Genotype Machine Learning Algorithms Models, Biological Tryptophan Saccharomyces cerevisiae Metabolic Networks and Pathways Amino Acids Biochemical Phenomena Metabolic Engineering
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Machine learning-driven electronic identifications of single pathogenic bacteria.

Scientific reports Sep 23, 2020
A rapid method for screening pathogens can revolutionize health care by enabling infection control through medication before symptom. Here we report on label-free single-cell identifications of clinically-important pathogenic bacteria by using a poly...
Pseudomonas fluorescens Bacillus cereus Micropore Filters Staphylococcus aureus Bacterial Infections Machine Learning Electronics Biosensing Techniques Salmonella enterica Microscopy, Electron, Scanning Escherichia coli
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SERS-based lateral flow assay combined with machine learning for highly sensitive quantitative analysis of Escherichia coli O157:H7.

Analytical and bioanalytical chemistry Sep 12, 2020
In the present study, surface-enhanced Raman scattering-based lateral flow assay (SERS-LFA) strips were applied to promptly and sensitively detect Escherichia coli O157:H7 (E. coli O157:H7) to ensure food safety. The SERS nanotags were prepared by co...
Machine Learning Limit of Detection Spectrum Analysis, Raman Animals Milk Biosensing Techniques Red Meat Escherichia coli O157
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Application of Artificial Neural Networks for Accurate Determination of the Complex Permittivity of Biological Tissue.

Sensors (Basel, Switzerland) Aug 18, 2020
Medical devices making use of radio frequency (RF) and microwave (MW) fields have been studied as alternatives to existing diagnostic and therapeutic modalities since they offer several advantages. However, the lack of accurate knowledge of the compl...
Biosensing Techniques Calibration Neural Networks, Computer Swine Animals Radio Waves Microwaves
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Improved Antibiotic Detection in Raw Milk Using Machine Learning Tools over the Absorption Spectra of a Problem-Specific Nanobiosensor.

Sensors (Basel, Switzerland) Aug 14, 2020
In this article we present the development of a biosensor system that integrates nanotechnology, optomechanics and a spectral detection algorithm for sensitive quantification of antibiotic residues in raw milk of cow. Firstly, nanobiosensors were des...
Gold Metal Nanoparticles Milk Drug Residues Limit of Detection Aptamers, Nucleotide Biosensing Techniques Food Contamination Anti-Bacterial Agents Animals Machine Learning
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Using machine learning for real-time BAC estimation from a new-generation transdermal biosensor in the laboratory.

Drug and alcohol dependence Aug 1, 2020
BACKGROUND: Transdermal biosensors offer a noninvasive, low-cost technology for the assessment of alcohol consumption with broad potential applications in addiction science. Older-generation transdermal devices feature bulky designs and sparse sampli...
Male Smartphone Family Characteristics Ethanol Biosensing Techniques Machine Learning Female Adult Humans Breath Tests Laboratories Alcohol Drinking
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Analysis of Precision and Stability of Hand Tracking with Leap Motion Sensor.

Sensors (Basel, Switzerland) Jul 22, 2020
In this analysis, we present results from measurements performed to determine the stability of a hand tracking system and the accuracy of the detected palm and finger's position. Measurements were performed for the evaluation of the sensor for an app...
Hand Motion Forecasting Biosensing Techniques Humans Robotics Gestures
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Robotic DNA Nanostructures.

ACS synthetic biology Jul 12, 2020
Over the past decade, DNA nanotechnology has spawned a broad variety of functional nanostructures tailored toward the enabled state at which applications are coming increasingly in view. One of the branches of these applications is in synthetic biolo...
Nanomedicine DNA Drug Carriers Robotics Biosensing Techniques Nanostructures Nanotechnology
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Artificial intelligence biosensors: Challenges and prospects.

Biosensors & bioelectronics Jul 3, 2020
Artificial intelligence (AI) and wearable sensors are two essential fields to realize the goal of tailoring the best precision medicine treatment for individual patients. Integration of these two fields enables better acquisition of patient data and ...
Precision Medicine Biosensing Techniques Humans Artificial Intelligence
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Machine learning-based design of meta-plasmonic biosensors with negative index metamaterials.

Biosensors & bioelectronics May 30, 2020
In this work, we explore the performance of plasmonic biosensor designs that integrate metamaterials based on machine learning algorithms. The meta-plasmonic biosensors were designed for optimized detection of DNA with a layer of double negative meta...
Biosensing Techniques Machine Learning Algorithms
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