AIMC Topic: Electron Spin Resonance Spectroscopy
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EPRI sparse reconstruction method based on deep learning.
Magnetic resonance imaging
Dec 7, 2022
Electron paramagnetic resonance imaging (EPRI) is an advanced tumor oxygen concentration imaging method. Now, the bottleneck problem of EPRI is that the scanning time is too long. Sparse reconstruction is an effective and fast imaging method, which m...
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...
Neural networks in pulsed dipolar spectroscopy: A practical guide.
Journal of magnetic resonance (San Diego, Calif. : 1997)
Mar 8, 2022
This is a methodological guide to the use of deep neural networks in the processing of pulsed dipolar spectroscopy (PDS) data encountered in structural biology, organic photovoltaics, photosynthesis research, and other domains featuring long-lived ra...
Detection of nanodiamonds in biological samples by EPR spectrometry.
Doklady. Biochemistry and biophysics
Jan 3, 2018
In model experiments in vitro, the applicability of the EPR spectrometry method for the detection of modified nanodiamonds (MNDs) in blood and homogenates of mouse organs has been established. A characteristic signal (g = 2.003, ΔH ≈ 10 G) is observe...
Electron spin resonance spectroscopy for immunoassay using iron oxide nanoparticles as probe.
Analytical and bioanalytical chemistry
Dec 26, 2017
With the help of iron oxide nanoparticles, electron spin resonance spectroscopy (ESR) was applied to immunoassay. Iron oxide nanoparticles were used as the ESR probe in order to achieve an amplification of the signal resulting from the large amount o...
Accelerated EPR imaging using deep learning denoising.
Magnetic resonance in medicine
Jul 1, 2025
PURPOSE: Trityl OXO71-based pulse electron paramagnetic resonance imaging (EPRI) is an excellent technique to obtain partial pressure of oxygen (pO) maps in tissues. In this study, we used deep learning techniques to denoise 3D EPR amplitude and pO m...
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