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10.1038/s41580-020-00324-8 50 JiangT.JiaT.YinY.LiT.SongX.FengW.et al (2025)

Singh I, Arora R, Dhiman H, Pahwa R (2018) Carbon quantum dots: synthesis, characterization, and biomedical applications

To achieve early diagnosis and overall management of PD, key techniques and challenges include constructing a clinical database, bolstering PD early biomarker research, interpreting the clinical significance of biomarkers, enhancing interdisciplinary collaboration, establishing a joint diagnosis and AI diagnostic system using multiple biomarkers, as well as setting up a one-stop diagnostic and treatment center in partnership with community-based health service centers to screen, manage, and educate the high-risk PD populations