AIMC Topic: Oxidation-Reduction

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Predicting Antioxidant Synergism via Artificial Intelligence and Benchtop Data.

Journal of agricultural and food chemistry Oct 5, 2023
Lipid oxidation is a major issue affecting products containing unsaturated fatty acids as ingredients or components, leading to the formation of low molecular weight species with diverse functional groups that impart off-odors and off-flavors. Aiming...
Phenols Oxidation-Reduction Drug Interactions Artificial Intelligence Antioxidants
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Predicting lifespan-extending chemical compounds for with machine learning and biologically interpretable features.

Aging Jul 13, 2023
Recently, there has been a growing interest in the development of pharmacological interventions targeting ageing, as well as in the use of machine learning for analysing ageing-related data. In this work, we use machine learning methods to analyse da...
Longevity Databases, Pharmaceutical Gene Ontology Machine Learning Caenorhabditis elegans Algorithms Oxidation-Reduction Glutathione Aging
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Dynamics of redox signaling in aging via autophagy, inflammation, and senescence.

Biogerontology May 17, 2023
Review paper attempts to explain the dynamic aspects of redox signaling in aging through autophagy, inflammation, and senescence. It begins with ROS source in the cell, then states redox signaling in autophagy, and regulation of autophagy in aging. N...
Humans Artificial Intelligence Inflammation Autophagy Reactive Oxygen Species Cellular Senescence Oxidation-Reduction
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Synthesis of δ-MnO via ozonation routine for low temperature formaldehyde removal.

Journal of environmental sciences (China) Apr 27, 2023
Nowadays, it is still a challenge to prepared high efficiency and low cost formaldehyde (HCHO) removal catalysts in order to tackle the long-living indoor air pollution. Herein, δ-MnO is successfully synthesized by a facile ozonation strategy, where ...
Catalysis Manganese Compounds Air Pollutants Formaldehyde Oxides Ozone Temperature Air Pollution, Indoor Oxidation-Reduction
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De novo design of luciferases using deep learning.

Nature Feb 22, 2023
De novo enzyme design has sought to introduce active sites and substrate-binding pockets that are predicted to catalyse a reaction of interest into geometrically compatible native scaffolds, but has been limited by a lack of suitable protein structur...
Oxidation-Reduction Luminescence Hot Temperature Deep Learning Substrate Specificity Catalytic Domain Luciferins Luciferases Enzyme Stability Biocatalysis
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CoO/CoFeO Hollow Nanocube Multifunctional Nanozyme with Oxygen Vacancies for Deep-Learning-Assisted Smartphone Biosensing and Organic Pollutant Degradation.

ACS applied materials & interfaces Feb 21, 2023
Although the application of nanozymes has been widely studied, it is still a huge challenge to develop highly active and multifunctional nanozyme catalysts with a wider application prospect. CoO/CoFeO hollow nanocubes (HNCs) with oxygen vacancies wer...
Cysteine Norfloxacin Peroxidase Oxidation-Reduction Oxygen Colorimetry Smartphone Deep Learning Hydrogen Peroxide
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Precision Medicine in Glaucoma: Artificial Intelligence, Biomarkers, Genetics and Redox State.

International journal of molecular sciences Feb 1, 2023
Glaucoma is a multifactorial neurodegenerative illness requiring early diagnosis and strict monitoring of the disease progression. Current exams for diagnosis and prognosis are based on clinical examination, intraocular pressure (IOP) measurements, v...
Precision Medicine Intraocular Pressure Artificial Intelligence Biomarkers Oxidation-Reduction Tomography, Optical Coherence Humans Glaucoma
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A regression-based machine learning approach for pH and glucose detection with redox-sensitive colorimetric paper sensors.

Analytical methods : advancing methods and applications Dec 1, 2022
Colorimetric paper sensors are used in various fields due to their convenience and intuitive manner. However, these sensors present low accuracy in practical use because it is difficult to distinguish color changes for a minute amount of analyte with...
Glucose Hydrogen-Ion Concentration Colorimetry Oxidation-Reduction Machine Learning
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Multilayer redox-based HfO/AlO/TiO memristive structures for neuromorphic computing.

Scientific reports Oct 29, 2022
Redox-based memristive devices have shown great potential for application in neuromorphic computing systems. However, the demands on the device characteristics depend on the implemented computational scheme and unifying the desired properties in one ...
Oxidation-Reduction Neural Networks, Computer
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Predicting the oxidation states of Mn ions in the oxygen-evolving complex of photosystem II using supervised and unsupervised machine learning.

Photosynthesis research Jul 27, 2022
Serial Femtosecond Crystallography at the X-ray Free Electron Laser (XFEL) sources enabled the imaging of the catalytic intermediates of the oxygen evolution reaction of Photosystem II (PSII). However, due to the incoherent transition of the S-states...
Unsupervised Machine Learning Oxidation-Reduction Water Electron Spin Resonance Spectroscopy Oxygen Photosystem II Protein Complex Ions
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