AIMC Topic: Spectroscopy, Fourier Transform Infrared
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Estimation of the average molecular weight of microbial polyesters from FTIR spectra using artificial intelligence.
Analytical sciences : the international journal of the Japan Society for Analytical Chemistry
Jul 1, 2025
In this paper, we present a method for calculating the average molecular weight of microbial polyesters using Fourier transform infrared spectroscopy (FTIR) data as input. FTIR spectra provide the necessary quantitative information, as the impact of ...
FTIR-based machine learning for prediction of malignant transformation in oral epithelial dysplasia.
The Analyst
Jun 23, 2025
Oral squamous cell carcinoma (OSCC) is an aggressive cancer with a poor prognosis. Oral epithelial dysplasia (OED) is a precancerous lesion associated with an increased risk of malignant transformation (MT) into OSCC. However, current histopathologic...
Machine learning and chemometric methods for high-throughput authentication of 53 Root and Rhizome Chinese Herbal using ATR-FTIR fingerprints.
Journal of chromatography. B, Analytical technologies in the biomedical and life sciences
Jun 15, 2025
To address the identification challenges caused by morphological similarities in Root and Rhizome Chinese Herbal (RRCH), this study developed a discrimination system integrating Attenuated Total Reflectance Fourier Transform Infrared Spectroscopy (AT...
Machine learning-assisted Fourier transform infrared spectroscopy to predict adulteration in coriander powder.
Food chemistry
Jun 15, 2025
Coriander is a widely used spice, valued for its flavor, aroma, and nutritional benefits in various cuisines and food products. However, adulteration, such as the addition of sawdust, poses significant risks to food safety and authenticity. This stud...
Binary classification of gynecological cancers based on ATR-FTIR spectroscopy and machine learning using urine samples.
Clinical and experimental medicine
May 9, 2025
Making an early diagnosis of cancer still in the early stages, when completely asymptomatic, is the challenge modern medicine has been setting for several decades. In gynecology, no effective screening has yet been found and approved for endometrial ...
Impact of Tagatose on Physicochemical, Nutritional, and In Vitro Digestive Properties of Toast Bread.
Journal of food science
May 1, 2025
It is more attractive to develop effective strategies to reduce sugar intake without compromising food quality with the rising prevalence of obesity and diabetes around the world. Due to its high cost, tagatose has not been widely adopted as a sucros...
Detection of Aflatoxin B1 in Peanut Oil Using Attenuated Total Reflection Fourier Transform Infrared Spectroscopy Combined with Partial Least Squares Discriminant Analysis and Support Vector Machine Models.
Journal of food protection
Jul 1, 2021
ABSTRACT: This study was conducted to establish a rapid and accurate method for identifying aflatoxin contamination in peanut oil. Attenuated total reflection Fourier transform infrared (ATR-FTIR) spectroscopy combined with either partial least squar...
[Selenium speciation in watermelon by g-CN enrichment combined with capillary electrophoresis-inductively coupled plasma-mass spectrometry].
Se pu = Chinese journal of chromatography
Oct 8, 2020
Selenium is one of the essential trace elements in the human body, and it plays a critical role in human health. In this work, 2.0 g melamine was placed in an alumina crucible, which was heated in a box-type resistance furnace for 2 h at 600 ℃, at th...
Artificial neural network-assisted Fourier transform infrared spectroscopy for differentiation of Salmonella serogroups and its application on epidemiological tracing of Salmonella Bovismorbificans outbreak isolates from fresh sprouts.
FEMS microbiology letters
Aug 1, 2019
Salmonellae represent one of the most common bacterial infection reagents in both humans and animals. For detection and epidemiological elucidation of Salmonella infections, determination of Salmonella serotypes and differentiation between different ...
Formulation and solid state characterization of carboxylic acid-based co-crystals of tinidazole: An approach to enhance solubility.
Polimery w medycynie
Jan 1, 2018
BACKGROUND: Tinidazole (TNZ) is an anti-parasite drug used in the treatment of a variety of amebic and parasitic infections. It has low solubility in aqueous media and is categorized under Class II of the Biopharmaceutical Classification System.
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