Publications by authors named "Yingnan Dang"
Diagnostics (Basel)
June 2023
Article Synopsis
- Contrast-enhanced ultrasound (CEUS) shows promise as a tool for predicting how well neoadjuvant chemotherapy works for pancreatic cancer, which has a high mortality rate.
- A deep learning approach was developed using pre-trained convolutional neural networks (CNN) to analyze CEUS videos collected before chemotherapy and classify the treatment's effectiveness.
- Two CNN models were evaluated: one using full CEUS video and the other focusing on specific regions of interest, both showing strong performance in predicting chemotherapy efficacy, thus highlighting the potential of deep learning in this area.
