AIMC Topic: Spectroscopy, Near-Infrared
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Leveraging infrared spectroscopy for cocoa content prediction: A dual approach with Kohonen neural network and multivariate modeling.
Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy
Jul 5, 2025
People of all ages enjoy chocolate, and its popularity is attributed to its pleasant taste and aroma, as well as its associated health benefits. Produced through both artisanal and industrial processes, which involve harvesting, selecting, fermenting...
Unraveling the neural dynamics of mathematical interference in english reading: A novel approach with deep learning and fNIRS data.
Brain research bulletin
Jul 1, 2025
English has emerged as the predominant global language, driving efforts to optimize its acquisition through interdisciplinary cognitive research. While behavioral studies suggest a link between English learning and mathematical cognition, the neural ...
A general deep learning model for predicting and classifying pea protein content via visible and near-infrared spectroscopy.
Food chemistry
Jun 30, 2025
Rapid and accurate detection of pea protein content is crucial for breeding and ensuring food quality. This study introduces the PeaNet model, which employs an improved convolutional neural network architecture to predict and classify pea protein con...
Empirically Transformed Energy Patterns: A novel approach for capturing fNIRS signal dynamics in pain assessment.
Computers in biology and medicine
Jun 1, 2025
The accurate assessment of pain in clinical settings is challenging due to its subjective nature. In this study, we used functional near-infrared spectroscopy (fNIRS) to measure brain activity by detecting changes in blood oxygenation. Leveraging the...
Enhanced neuroplasticity and gait recovery in stroke patients: a comparative analysis of active and passive robotic training modes.
BMC neurology
May 31, 2025
BACKGROUND: Stroke is a leading cause of long-term disability, with lower limb dysfunction being a common sequela that significantly impacts patients' mobility and quality of life. Robotic-assisted training has emerged as a promising intervention for...
fNIRS experimental study on the impact of AI-synthesized familiar voices on brain neural responses.
Scientific reports
May 15, 2025
With the advancement of artificial intelligence (AI) speech synthesis technology, its application in personalized voice services and its potential role in emotional comfort have become research focal points. This study aims to explore the impact of A...
Qualitative analysis of terpenoid esters based on near-infrared spectroscopy and machine learning.
The Review of scientific instruments
Feb 1, 2025
This study delves into the method of qualitative analysis of terpenoid esters using near-infrared spectroscopy technology. Terpenoid esters are bioactive compounds widely used in the pharmaceutical and cosmetics industries. Near-infrared spectroscopy...
Spectroscopic measurement of near-infrared soil pH parameters based on GhostNet-CBAM.
PloS one
Jan 1, 2025
Soil pH is an important parameter that affects plant nutrient uptake and biological activity and has received extensive attention and research. In this paper, we propose a neural network algorithm using Ghostnet combined with Convolutional Block Atte...
[Risk prediction of Reduning Injection batches by near-infrared spectroscopy combined with multiple machine learning algorithms].
Zhongguo Zhong yao za zhi = Zhongguo zhongyao zazhi = China journal of Chinese materia medica
Jan 1, 2025
In this paper, near-infrared spectroscopy(NIRS) was employed to analyze 129 batches of commercial products of Reduning Injection. The batch reporting rate was estimated according to the report of Reduning Injection in the direct adverse drug reaction...
Enhancing beer authentication, quality, and control assessment using non-invasive spectroscopy through bottle and machine learning modeling.
Journal of food science
Jan 1, 2025
Fraud in alcoholic beverages through counterfeiting and adulteration is rising, significantly impacting companies economically. This study aimed to develop a method using near-infrared (NIR) spectroscopy (1596-2396 nm) through the bottle, along with ...
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