Raman spectroscopy combined with machine learning algorithms for rapid detection Primary Sjögren's syndrome associated with interstitial lung disease

X Wu, C Chen, X Chen, C Luo, X Lv, Y Shi… - Photodiagnosis and …, 2022 - Elsevier
Background Interstitial lung disease (ILD) is a major complication of Primary Sjögren's
syndrome (pSS) patients. It is one of the main factors leading to death. The aim of this study …

Raman spectroscopy combined with a support vector machine algorithm as a diagnostic technique for primary Sjögren's syndrome

X Chen, X Wu, C Chen, C Luo, Y Shi, Z Li, X Lv… - Scientific Reports, 2023 - nature.com
The aim of this study was to explore the feasibility of Raman spectroscopy combined with
computer algorithms in the diagnosis of primary Sjögren syndrome (pSS). In this study …

Rapid diagnosis of systemic lupus erythematosus by Raman spectroscopy combined with spiking neural network

C Chang, H Liu, C Chen, L Wu, X Lv, X Xie… - Spectrochimica Acta Part …, 2024 - Elsevier
Multiple organs are affected by the autoimmune inflammatory connective tissue disease
known as systemic lupus erythematosus (SLE). If not diagnosed and treated in a timely …

Serum Raman spectroscopy can be used to screen patients with early rheumatoid arthritis

T Lian, G Liu, B Qu, X Xia, Z Yang, L Wang… - Journal of …, 2023 - Wiley Online Library
In this study, Raman spectroscopy was used to analyze the serum of patients with early
rheumatoid arthritis (RA), and to explore the screening value of Raman spectroscopy in …

Serum Raman spectroscopy combined with multiple algorithms for diagnosing thyroid dysfunction and chronic renal failure

H Wang, C Chen, D Tong, C Chen, R Gao… - Photodiagnosis and …, 2021 - Elsevier
In this study, 60 samples taken from patients with thyroid dysfunction, 40 samples taken from
patients with chronic renal failure (CRF) and 60 samples taken from healthy people were …

Detection of minor salivary glands affected in Sjogren's syndrome by Raman spectroscopy

L Xue, P Sun - Medical Hypotheses, 2011 - Elsevier
Sjogren's syndrome (SS) is defined as a slowly processing autoimmune inflammatory
exocrinopathy affecting the salivary and lachrymal glands. Due to the difficulty in reaching a …

Raman spectroscopy combined with multiple algorithms for analysis and rapid screening of chronic renal failure

C Chen, L Yang, H Li, F Chen, C Chen, R Gao… - Photodiagnosis and …, 2020 - Elsevier
Chronic renal failure (CRF) is a symptom of kidney damage in the terminal stages. If a
patient is not treated, then CRF will progress to uremia, which greatly reduces the lifespan of …

Serum laser Raman spectroscopy as a potential diagnostic tool to discriminate the benignancy or malignancy of pulmonary nodules

H Luo, R Zu, L Li, Y Deng, S He, X Yin, K Zhang, Q He… - Iscience, 2023 - cell.com
It has been proved that Raman spectral intensities could be used to diagnose lung cancer
patients. However, the application of Raman spectroscopy in identifying the patients with …

Demonstrating the application of Raman spectroscopy together with chemometric technique for screening of asthma disease

R Ullah, S Khan, F Farman, M Bilal, C Krafft… - Biomedical optics …, 2019 - opg.optica.org
Medical biophotonic tools provide new sources of diagnostic information regarding the state
of human health that are used in managing patient care. In our current study, Raman …

A comparative study of machine learning classifiers for risk prediction of asthma disease

R Ullah, S Khan, H Ali, II Chaudhary, M Bilal… - Photodiagnosis and …, 2019 - Elsevier
Asthma is a chronic disease characterized by wheezing, chest tightening and difficulty in
breathing due to inflammation of lung airways. Early risk prediction of asthma is crucial for …