Publications by authors named "Shaoyou Wu"
Front Oncol
September 2024
Article Synopsis
- Scientists wanted to find a better way to tell if some breast cancers have low levels of a protein called HER2 using ultrasound images.
- They looked at information from 222 patients and used machine learning to create a prediction tool called a nomogram.
- The nomogram was very good at predicting HER2-low breast cancer and showed promise for real-life use in doctors' offices.
Article Synopsis
- The study proposes a new radiomics-guided deep learning model to improve the differential diagnosis of atypical Parkinsonian syndromes, which can be difficult to distinguish.
- Researchers analyzed data from 1495 subjects, including healthy controls and patients with various Parkinsonian disorders, using F-FDG PET scans to develop and validate the model.
- The results showed that this deep learning approach outperformed traditional methods, achieving high sensitivity rates for diagnosing different types of Parkinson's disease and providing interpretable features linked to biological aspects of the disorders.
