AIMC Topic: Choline
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A flexible, stretchable and wearable strain sensor based on physical eutectogels for deep learning-assisted motion identification.
Journal of materials chemistry. B
Jun 27, 2024
Physical eutectogels as a newly emerging type of conductive gel have gained extensive interest for the next generation multifunctional electronic devices. Nevertheless, some obstacles, including weak mechanical performance, low self-adhesive strength...
Frequency and phase correction of GABA-edited magnetic resonance spectroscopy using complex-valued convolutional neural networks.
Magnetic resonance imaging
May 12, 2024
PURPOSE: To determine the significance of complex-valued inputs and complex-valued convolutions compared to real-valued inputs and real-valued convolutions in convolutional neural networks (CNNs) for frequency and phase correction (FPC) of GABA-edite...
Breast PET/MRI Hybrid Imaging and Targeted Tracers.
Journal of magnetic resonance imaging : JMRI
Sep 27, 2022
The recent introduction of hybrid positron emission tomography/magnetic resonance imaging (PET/MRI) as a promising imaging modality for breast cancer assessment has prompted fervent research activity on its clinical applications. The current knowledg...
Solvent Screening for Solubility Enhancement of Theophylline in Neat, Binary and Ternary NADES Solvents: New Measurements and Ensemble Machine Learning.
International journal of molecular sciences
Jul 8, 2021
Theophylline, a typical representative of active pharmaceutical ingredients, was selected to study the characteristics of experimental and theoretical solubility measured at 25 °C in a broad range of solvents, including neat, binary mixtures and tern...
Artificial intelligence-based versus manual assessment of prostate cancer in the prostate gland: a method comparison study.
Clinical physiology and functional imaging
Sep 8, 2019
AIM: To test the feasibility of a fully automated artificial intelligence-based method providing PET measures of prostate cancer (PCa).
Positron Emission Tomography Computed Tomography
Prostatic Neoplasms
Prostate
Workflow
Feasibility Studies
Aged
Male
Middle Aged
Predictive Value of Tests
Fluorine Radioisotopes
Prostatectomy
Radiopharmaceuticals
Choline
Image Interpretation, Computer-Assisted
Automation
Humans
Neural Networks, Computer
Incorporation of a spectral model in a convolutional neural network for accelerated spectral fitting.
Magnetic resonance in medicine
Jan 21, 2019
PURPOSE: MRSI has shown great promise in the detection and monitoring of neurologic pathologies such as tumor. A necessary component of data processing includes the quantitation of each metabolite, typically done through fitting a model of the spectr...
Signal-To-Noise Ratio
White Matter
Magnetic Resonance Spectroscopy
Aspartic Acid
Computer Graphics
Creatine
Echo-Planar Imaging
Brain Mapping
Glioblastoma
Choline
Artifacts
Deep Learning
User-Computer Interface
Image Processing, Computer-Assisted
Models, Theoretical
Humans
Neural Networks, Computer
Software
Algorithms
Databases, Factual
Brain Neoplasms
F-Choline Positron Emission Tomography/Computed Tomography and Multiparametric Magnetic Resonance Imaging for the Detection of Early Local Recurrence of Prostate Cancer Initially Treated by Radiation Therapy: Comparison With Systematic 3-Dimensional Transperineal Mapping Biopsy.
International journal of radiation oncology, biology, physics
Dec 28, 2016
PURPOSE: To compare the diagnostic performance of F-fluorocholine positron emission tomography/computed tomography (FCH-PET/CT), multiparametric prostate magnetic resonance imaging (mpMRI), and a combination of both techniques for the detection of lo...
Patterns of Recurrence After Postprostatectomy Fossa Radiation Therapy Identified by C-11 Choline Positron Emission Tomography/Computed Tomography.
International journal of radiation oncology, biology, physics
Nov 17, 2016
PURPOSE: To evaluate C-11 choline positron emission tomography/computed tomography (CholPET) in staging and determining patterns of recurrence in prostate cancer patients with rising prostate-specific antigen levels after prostatectomy radiation ther...
Adaptations to excess choline in insulin resistant and Pcyt2 deficient skeletal muscle.
Biochemistry and cell biology = Biochimie et biologie cellulaire
Sep 6, 2016
It was hypothesized that choline supplementation in insulin resistant (IR) CTP:phosphoethanolamine cytidylyltransferase deficient (Pcyt2) mice would ameliorate muscle function by remodeling glucose and fatty acid (FA) metabolism. Pcyt2 mice either re...
PPAR alpha
Triglycerides
Microtubule-Associated Proteins
Peroxisome Proliferator-Activated Receptor Gamma Coactivator 1-alpha
Stearoyl-CoA Desaturase
Lipogenesis
Adaptation, Physiological
Carnitine O-Palmitoyltransferase
Diacylglycerol O-Acyltransferase
Fatty Acids
Administration, Oral
Choline
Gene Expression Regulation
Signal Transduction
Muscle, Skeletal
Mice, Knockout
Animals
Glucose
fas Receptor
Insulin Receptor Substrate Proteins
Mice
Organic Cation Transport Proteins
Insulin Resistance
RNA Nucleotidyltransferases
Sterol Regulatory Element Binding Protein 1
Automated evaluation of protein binding affinity of anti-inflammatory choline based ionic liquids.
Talanta
Dec 10, 2015
In this work, an automated system for the study of the interaction of drugs with human serum albumin (HSA) was developed. The methodology was based on the quenching of the intrinsic fluorescence of HSA by binding of the drug to one of its binding sit...
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