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Early clinical diagnosis, effective intraoperative guidance, and an accurate prognosis can lead to timely and effective medical treatment. The current conventional clinical methods have several limitations. Therefore, there is a need to develop faster and more reliable clinical detection, treatment, and monitoring methods to enhance their clinical applications. Raman spectroscopy is noninvasive and provides highly specific information about the molecular structure and biochemical composition of analytes in a rapid and accurate manner. It has a wide range of applications in biomedicine, materials, and clinical settings. This review primarily focuses on the application of Raman spectroscopy in clinical medicine. The advantages and limitations of Raman spectroscopy over traditional clinical methods are discussed. In addition, the advantages of combining Raman spectroscopy with machine learning, nanoparticles, and probes are demonstrated, thereby extending its applicability to different clinical phases. Examples of the clinical applications of Raman spectroscopy over the last 3 years are also integrated. Finally, various prospective approaches based on Raman spectroscopy in clinical studies are surveyed, and current challenges are discussed. [ABSTRACT FROM AUTHOR]

Objectives To describe the characteristics of patients consulting commune primary healthcare posts for acute undifferentiated fever not being malaria (AUF), and to explore the diagnostic and therapeutic responses of the healthcare workers. Methods All patients presenting with AUF at 12 commune health posts and one clinic at the provincial malaria station, Binh Thuan, a dengue endemic province in southern Vietnam, were included. Record forms were used to fill in patient and diseases characteristics, pre-referral treatment, signs and symptoms, provisional diagnosis and installed treatment, referral and final outcome. Results Two thousand ninety-six patients were included from April 2001 to March 2002. The median delay to attend the health posts was, 0.87 day for >5, 1.15 days for children aged 5–15 years and 1.41 days for adults ( P < 0.001). Sixty-five per cent of patients took some measures before consulting the health post, of whom 82% applied self-medication and 69% took antibiotics. Pre-referral medication with antibiotics increased with age (RR 1.012 per year of age; 95% CI: 1.004–1.019). The diagnostic and therapeutic response of healthcare workers was very unspecific. The tourniquet test was inappropriately used as general discriminating test, not only for detecting dengue haemorrhagic fever. Empiric antibiotic therapy was installed in 77.2% of cases. Conclusions Management of uncomplicated fever, not being malaria, at the primary healthcare level in Vietnam is non-specific, dominated by searching signs of hemorrhagic dengue and empiric antibiotic treatment. This can probably be improved by better education. [ABSTRACT FROM AUTHOR]