Evaluation of wavelength ranges and tissue depth probed by diffuse reflectance spectroscopy for colorectal cancer detection

MS Nogueira, S Maryam, M Amissah, H Lu, N Lynch… - Scientific Reports, 2021 - nature.com
Colorectal cancer (CRC) is the third most common type of cancer worldwide and the second
most deadly. Recent research efforts have focused on developing non-invasive techniques …

Detection of breast cancer by ATR-FTIR spectroscopy using artificial neural networks

RC Tomas, AJ Sayat, AN Atienza, JL Danganan… - PLoS …, 2022 - journals.plos.org
In this study, three (3) neural networks (NN) were designed to discriminate between
malignant (n= 78) and benign (n= 88) breast tumors using their respective attenuated total …

Using Infrared Spectroscopy and Multivariate Analysis to Detect Antibiotics' Resistant Escherichia coli Bacteria

U Sharaha, E Rodriguez-Diaz, K Riesenberg… - Analytical …, 2017 - ACS Publications
Bacterial pathogens are one of the primary causes of human morbidity worldwide.
Historically, antibiotics have been highly effective against most bacterial pathogens; …

Detection of antibiotic resistant Escherichia Coli bacteria using infrared microscopy and advanced multivariate analysis

A Salman, U Sharaha, E Rodriguez-Diaz, E Shufan… - Analyst, 2017 - pubs.rsc.org
Bacterial resistance to antibiotics is becoming a global health-care problem. Bacteria are
involved in many diseases, and antibiotics have been the most effective treatment for them. It …

Discrimination of malignant from benign thyroid lesions through neural networks using FTIR signals obtained from tissues

A Santillan, RC Tomas, R Bangaoil, R Lopez… - Analytical and …, 2021 - Springer
The current gold standard in cancer diagnosis—the microscopic examination of hematoxylin
and eosin (H&E)–stained biopsies—is prone to bias since it greatly relies on visual …

Predicting the Likelihood of Colorectal Cancer with Artificial Intelligence Tools Using Fourier Transform Infrared Signals Obtained from Tumor Samples

JJ Villamanca, LJ Hermogino, KD Ong… - Applied …, 2022 - opg.optica.org
The early and accurate detection of colorectal cancer (CRC) significantly affects its
prognosis and clinical management. However, current standard diagnostic procedures for …

Differential diagnosis of the etiologies of bacterial and viral infections using infrared microscopy of peripheral human blood samples and multivariate analysis

AH Agbaria, G Beck Rosen, I Lapidot, DH Rich… - Analytical …, 2018 - ACS Publications
Human viral and bacterial infections are responsible for a variety of diseases that are still the
main causes of death and economic burden for society across the globe. Despite the …

Biomolecular characterization of placental tissues in gestational diabetes mellitus using Fourier transform infrared microspectroscopy

X Zhou, W Wang, J Zhong, W Yu, Y Tang… - Spectrochimica Acta Part …, 2022 - Elsevier
Gestational diabetes mellitus (GDM) is a common complication during pregnancy. It could
cause severe side-effect on the mother's and newborn's heath in the short-and long-term …

Detection of vero cells infected with herpes simplex types 1 and 2 and varicella zoster viruses using Raman spectroscopy and advanced statistical methods

M Huleihel, E Shufan, L Zeiri, A Salman - PloS one, 2016 - journals.plos.org
Of the eight members of the herpes family of viruses, HSV1, HSV2, and varicella zoster are
the most common and are mainly involved in cutaneous disorders. These viruses usually …

Artificial neural network in the discrimination of lung cancer based on infrared spectroscopy

EJ Lugtu, DB Ramos, AJ Agpalza, EA Cabral… - Plos one, 2022 - journals.plos.org
Given the increasing prevalence of lung cancer worldwide, an auxiliary diagnostic method is
needed alongside the microscopic examination of biopsy samples, which is dependent on …