AI Medical Compendium Journal:
Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy

Showing 51 to 60 of 184 articles

Research on variety identification of common bean seeds based on hyperspectral and deep learning.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Sep 24, 2024
Accurate, fast and non-destructive identification of varieties of common bean seeds is important for the cultivation and efficient utilization of common beans. This study is based on hyperspectral and deep learning to identify the varieties of common...
Neural Networks, Computer Algorithms Deep Learning Hyperspectral Imaging Phaseolus Support Vector Machine Seeds
View on PubMed DOI

Raman spectroscopy combined with machine learning and chemometrics analyses as a tool for identification atherosclerotic carotid stenosis from serum.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Sep 23, 2024
Atherosclerosis carotid stenosis (ACS) is one of the main causes of stroke. Unfortunately, the highest number of people go to the doctor with an advanced disease or as a result of a stroke, because carotid atherosclerosis does not cause obvious sympt...
Carotid Stenosis ROC Curve Spectrum Analysis, Raman Principal Component Analysis Machine Learning Humans Algorithms Aged Female Male Middle Aged
View on PubMed DOI

Production monitoring and quality characterization of black garlic using Vis-NIR hyperspectral imaging integrated with chemometrics strategies.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Sep 21, 2024
As a new deep-processing garlic product with notable health benefits, the accurate discrimination of processing stages and prediction of key physicochemical constituents in black garlic are vital for maintaining product quality. This study proposed a...
Support Vector Machine Least-Squares Analysis Discriminant Analysis Spectroscopy, Near-Infrared Hyperspectral Imaging Garlic Chemometrics
View on PubMed DOI

Detection of Verticillium infection in cotton leaves using ATR-FTIR spectroscopy coupled with machine learning algorithms.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Sep 12, 2024
Verticillium wilt (VW) is a soil-borne vascular disease that affects upland cotton and is caused by Verticillium dahliae Kleb. A rapid and user-friendly early diagnostic technique is essential for the preventing and controlling VW disease. In this st...
Machine Learning Algorithms Plant Diseases Gossypium Verticillium Support Vector Machine Spectroscopy, Fourier Transform Infrared Plant Leaves
View on PubMed DOI

Heatstroke death identification using ATR-FTIR spectroscopy combined with a novel multi-organ machine learning approach.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Aug 27, 2024
With global warming, the number of deaths due to heatstroke has drastically increased. Nevertheless, there are still difficulties with the forensic assessment of heatstroke deaths, including the absence of particular organ pathological abnormalities ...
Spleen Heat Stroke Hypothalamus Spectroscopy, Fourier Transform Infrared Hippocampus Humans Machine Learning Animals Male Lung
View on PubMed DOI

Optimizing number of Raman spectra using an artificial neural network guided Monte Carlo simulation approach to analyze human cortical bone.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Aug 25, 2024
This study presents a novel methodology for optimizing the number of Raman spectra required per sample for human bone compositional analysis. The methodology integrates Artificial Neural Network (ANN) and Monte Carlo Simulation (MCS). We demonstrate ...
Humans Neural Networks, Computer Algorithms Female Aged Cortical Bone Young Adult Middle Aged Adult Spectrum Analysis, Raman Male Monte Carlo Method
View on PubMed DOI

Sugarcane disease recognition through visible and near-infrared spectroscopy using deep learning assisted continuous wavelet transform-based spectrogram.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Aug 22, 2024
Utilizing visible and near-infrared (Vis-NIR) spectroscopy in conjunction with chemometrics methods has been widespread for identifying plant diseases. However, a key obstacle involves the extraction of relevant spectral characteristics. This study a...
Plant Diseases Wavelet Analysis Spectroscopy, Near-Infrared Deep Learning Plant Leaves Least-Squares Analysis Discriminant Analysis Saccharum
View on PubMed DOI

Near infrared spectroscopy (NIRS) and machine learning as a promising tandem for fast viral detection in serum microsamples: A preclinical proof of concept.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Jul 14, 2024
Fast detection of viral infections is a key factor in the strategy for the prevention of epidemics expansion and follow-up. Hepatitis C is paradigmatic within viral infectious diseases and major challenges to elimination still remain. Near infrared s...
Spectroscopy, Near-Infrared Principal Component Analysis Hepacivirus Humans Hepatitis C Machine Learning Proof of Concept Study
View on PubMed DOI

ATR-FTIR spectroscopy and machine/deep learning models for detecting adulteration in coconut water with sugars, sugar alcohols, and artificial sweeteners.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Jul 3, 2024
Packaged coconut water offers various options, from pure to those with added sugars and other additives. While the purity of coconut water is esteemed for its health benefits, its popularity also exposes it to potential adulteration and misrepresenta...
Deep Learning Water Spectroscopy, Fourier Transform Infrared Sugar Alcohols Machine Learning Sugars Sweetening Agents Cocos Food Contamination Principal Component Analysis
View on PubMed DOI

Non-destructive prediction of fertility and sex in chicken eggs using the short wave near-infrared region.

Spectrochimica acta. Part A, Molecular and biomolecular spectroscopy Jun 26, 2024
The objective of this study was to evaluate the ability of a handheld near-infrared device (900-1600 nm) to predict fertility and sex (male and female) traits in-ovo. The NIR reflectance spectra of the egg samples were collected on days 0, 7, 14 and ...
Chick Embryo Sex Determination Analysis Ovum Female Support Vector Machine Male Discriminant Analysis Animals Spectroscopy, Near-Infrared Principal Component Analysis Fertility Chickens
View on PubMed DOI
Popular Topics
Popular Journals