Precise diagnosis of lung cancer enabled by improved FTIR-based machine learning

S Guo, J Xiu, W Chen, T Ji, F Wang, H Liu - Infrared Physics & Technology, 2023 - Elsevier
Micro-morphologic lesions of lung cancers (LC) are usually related to the developed tumors,
lack of sensitivity to early lung cancer and specificity to tissue lesions of different origins due …

A biospectroscopic approach toward colorectal cancer diagnosis from bodily fluid samples via ATR–MIR spectroscopy combined with multivariate data analysis

F Tugrul, GA Geyik, BY Kaya, BP Cengiz… - … Acta Part A: Molecular …, 2024 - Elsevier
In this study, a biospectroscopic approach was reported for the detection of spectral changes
and biomarkers for the diagnosis of colorectal cancer (CC) cases from different bodily fluids …

Selecting optimal features from Fourier transform infrared spectroscopy for discrete-frequency imaging

R Mankar, MJ Walsh, R Bhargava, S Prasad… - Analyst, 2018 - pubs.rsc.org
Tissue histology utilizing chemical and immunohistochemical labels plays an important role
in biomedicine and disease diagnosis. Recent research suggests that mid-infrared (IR) …

Automated osteosclerosis grading of clinical biopsies using infrared spectroscopic imaging

R Mankar, CE Bueso-Ramos, CC Yin… - Analytical …, 2019 - ACS Publications
Osteosclerosis and myefibrosis are complications of myeloproliferative neoplasms. These
disorders result in excess growth of trabecular bone and collagen fibers that replace …

A rapid diagnostic approach for gastric and colon cancers via Fourier transform mid–infrared spectroscopy coupled with chemometrics from paraffin–embedded …

GA Geyik, BP Cengiz, F Tugrul, SNK Elmas… - … Acta Part A: Molecular …, 2022 - Elsevier
This paper describes the feasibility of Attenuated total reflection–Fourier transform mid–
infrared (ATR–MIR) spectroscopy method coupled with chemometrics for the rapid …

Comparison of pleural lesions using vibrational spectroscopy

F Sadiku Zehri - 2020 - repozitorij.mef.unizg.hr
Histopathology does not always easily provide a correct diagnosis for different pleural
lesions. Although great progress was made in this field, the issue of differentiating between …

Leveraging Spectra to Improve the Resolution and Usability of Mid-Infrared Biomedical Microscopy: A Case Study in Bone Marrow Grading

R Mankar - 2019 - search.proquest.com
Histological imaging is the current gold standard for disease diagnosis and prognosis. The
current histological methods rely on techniques, such as chemical staining and pathological …