Publications by authors named "Yang-Zhen Wang"
Background: Arthritis notably elevates mortality risk. It remains unclear whether the cardiovascular health (CVH) metrics improves the risk of all-cause mortality in patients with all types of arthritis.
Methods: This study data from the National Health and Nutrition Examination Survey to probe the link between CVH and all-cause mortality among arthritis sufferers in the United States.
Article Synopsis
- - The study introduces a new weakly supervised deep learning method to diagnose hematopoietic disorders, overcoming limitations of traditional time-consuming manual diagnostic techniques.
- - This approach processes whole-slide images (WSIs) by converting them into low-dimensional features, which are then aggregated into slide-level representations using an attention-based network.
- - Results show high diagnostic accuracy, achieving an area under the ROC curve of 0.966 and an average accuracy of 94.2% on multiple datasets, indicating the method's potential for fast and accurate diagnosis of hematological diseases.