Synopsis of recent research by authors named "Xinlu Tang"
- Xinlu Tang's recent research focuses on employing advanced machine learning techniques, particularly graph neural networks, to enhance the assessment of movement disorders in Parkinson's disease, which have traditionally relied on subjective clinical expertise and lengthy evaluation processes.
- Tang has developed novel methodologies for the early diagnosis of colorectal cancer through innovative DNA methylation detection methods that are more accessible and sensitive compared to conventional techniques, aiding in population screenings and improving early detection efforts.
- The studies also encompass high-dimensional data analysis, such as using spatial network methods for efficient feature selection in DNA methylation data, targeting the identification of biomarkers that can facilitate earlier and cost-effective disease screenings.
