Ming-Shan Deng

Title: Innovations of Ming-Shan Deng in Medical Image Analysis

Introduction

Ming-Shan Deng is a prominent inventor based in Taichung, Taiwan. He has made significant contributions to the field of medical image analysis, holding a total of three patents. His work focuses on enhancing the accuracy and efficiency of medical imaging through advanced technologies.

Latest Patents

Ming-Shan Deng's latest patents include a medical image analysis method and device. This method involves reading an original medical image and utilizing multiple complementary artificial intelligence (AI) models for image classification and object detection. The process generates a first classification result and several object detection results. Furthermore, it integrates and transforms object features to produce a comprehensive image interpretation result through machine learning. Another notable patent is a training method and system for an object detection model based on adaptive annotation design. This system includes an object detection model and a loss calculation module, which work together to optimize the model's performance by calculating classification loss values.

Career Highlights

Ming-Shan Deng is affiliated with the Industrial Technology Research Institute, where he applies his expertise in medical imaging technologies. His innovative approaches have positioned him as a key figure in the advancement of medical image analysis.

Collaborations

Ming-Shan has collaborated with notable coworkers, including Ya-Wen Lee and Ting-Yuan Wang. Their combined efforts contribute to the development of cutting-edge technologies in the field.

Conclusion

Ming-Shan Deng's contributions to medical image analysis through his patents and collaborative efforts highlight his role as an influential inventor in the industry. His work continues to pave the way for advancements in medical technology.