Multimodal separation and cross fusion network based on Raman spectroscopy and FTIR spectroscopy for diagnosis of thyroid malignant tumor metastasis DOI

Haitao Song,

Xuguang Zhou,

Cheng Chen

et al.

Scientific Reports, Journal Year: 2024, Volume and Issue: 14(1)

Published: Nov. 25, 2024

Language: Английский

Rapid noninvasive lung cancer screening via discriminative wavenumbers in Raman spectroscopy DOI
Harun Hano, Beatriz Suárez, José Manuel Amigo

et al.

Microchemical Journal, Journal Year: 2025, Volume and Issue: unknown, P. 112496 - 112496

Published: Jan. 1, 2025

Language: Английский

Citations

0
Rapid diagnosis of lung cancer by multi-modal spectral data combined with deep learning DOI
Xu Han, Ruichan Lv

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy, Journal Year: 2025, Volume and Issue: 335, P. 125997 - 125997

Published: March 6, 2025

Language: Английский

Citations

0
Deep learning multimodal bilinear fusion network based on vibrational spectroscopy for diagnosis of benign and malignant thyroid tumors DOI

Xuguang Zhou,

Xiangnan Chen,

Haitao Song

et al.

Microchemical Journal, Journal Year: 2025, Volume and Issue: unknown, P. 112870 - 112870

Published: Jan. 1, 2025

Language: Английский

Citations

0
Application of Fourier Transform Infrared Spectroscopy on Breast Cancer Diagnosis combined with multiple algorithms: A Systematic Review DOI Creative Commons
Yeniewa Kerie Anagaw, Gizachew Kassahun Bizuneh,

Melaku Getahun Feleke

et al.

Photodiagnosis and Photodynamic Therapy, Journal Year: 2025, Volume and Issue: unknown, P. 104579 - 104579

Published: April 1, 2025

Fourier transform infrared (FT-IR) spectroscopy is an innovative diagnostic technique for improving early detection and personalized care breast cancer patients. It allows rapid accurate analysis of biological samples. Therefore, the purpose this study was to assess accuracy FT-IR cancer, based on a comprehensive literature review. An online electronic database systematic search conducted using PubMed/Medline, Cochrane Library, hand databases from March 28, 2024, April 10, 2024. We included peer-reviewed journal articles in which used acquire data cancers manuscripts published English. All eligible studies were assessed Quality Assessment Diagnostic Accuracy Studies (QUADAS) tool. Serum, biopsies, blood plasma, specimen, saliva samples study. This revealed that diagnosis with algorithms had sensitivity specificity 98% 100%, respectively. Almost all have more than one algorithm analyze spectral data. finding showed reported six greater 90%. Employing multivariate coupled has shown promise differentiating between healthy cancerous tissue. review will be next gold standard diagnosis. However, draw definitive conclusions, larger-scale studies, external validation, real-world clinical trials, legislative considerations, alternative methods such as Raman should considered.

Language: Английский

Citations

0
Accelerating the Raman spectroscopic discrimination of normal and cancerous tissues with low-rank constraint DOI
Lang Huang,

X. C. Lou,

Huijie Wang

et al.

Optics Communications, Journal Year: 2025, Volume and Issue: unknown, P. 131842 - 131842

Published: April 1, 2025

Language: Английский

Citations

0
Differentiation of glioblastoma G4 and two types of meningiomas using FTIR spectra and machine learning DOI

Bartłomiej Tołpa,

Wiesław Paja, Paweł Jakubczyk

et al.

Analytical Biochemistry, Journal Year: 2024, Volume and Issue: unknown, P. 115754 - 115754

Published: Dec. 1, 2024

Language: Английский

Citations

0
Multimodal separation and cross fusion network based on Raman spectroscopy and FTIR spectroscopy for diagnosis of thyroid malignant tumor metastasis DOI

Haitao Song,

Xuguang Zhou,

Cheng Chen

et al.

Scientific Reports, Journal Year: 2024, Volume and Issue: 14(1)

Published: Nov. 25, 2024

Language: Английский

Citations

0