Company Filing History:
Years Active: 2025
Title: Bishi He: Innovator in Chest Radiograph Anomaly Identification
Introduction
Bishi He is a prominent inventor based in Hangzhou, China. He has made significant contributions to the field of medical imaging, particularly in the identification of anomalies in chest radiographs. His innovative approach combines advanced metrics to enhance the accuracy of predictions in this critical area of healthcare.
Latest Patents
Bishi He holds a patent for a method and system titled "Wasserstein distance and difference metric-combined chest radiograph anomaly identification domain adaptation method and system." This patent outlines a comprehensive method that includes several key steps. The process begins with data preparation and pre-processing for chest radiographs. It then employs multi-scale feature extraction based on a Swin transformer network. Following this, loss minimization is achieved through a combination of Wasserstein distance and contrastive domain discrepancy. Finally, the model is utilized for chest radiograph prediction after thorough verification. This innovative method effectively narrows the distance between similar classes in feature space while expanding the distance between different classes, thereby improving classification accuracy.
Career Highlights
Bishi He is affiliated with Hangzhou Dianzi University, where he continues to advance his research and development in medical imaging technologies. His work has garnered attention for its potential to significantly improve diagnostic processes in healthcare settings.
Collaborations
Bishi He collaborates with notable colleagues, including Zhe Xu and Yuanjiao Chen, who contribute to his research endeavors and enhance the impact of his innovations.
Conclusion
Bishi He is a key figure in the field of chest radiograph anomaly identification, with a focus on innovative methodologies that leverage advanced metrics for improved healthcare outcomes. His contributions are paving the way for more accurate and efficient diagnostic tools in medical imaging.