Shang-Wen Chen

Title: Innovations and Contributions of Inventor Shang-Wen Chen

Introduction

Shang-Wen Chen is a notable inventor based in Taipei, Taiwan. He has made significant contributions to the field of technology, particularly in the areas of model training systems and medical recognition systems. With a total of three patents to his name, Chen's work reflects a commitment to advancing innovation in both artificial intelligence and healthcare.

Latest Patents

One of Chen's latest patents is a "Transfer model training system and method." This system is designed for training transfer models and includes a memory and a processor that work together. The memory stores instructions, while the processor retrieves raw datasets from a first-type device to train a feature extraction model, a transfer feature, and a preliminary classify model based on these datasets. The processor then transfers these models to a manufacturer's host, allowing for direct application and retraining based on practical datasets.

Another significant patent is the "Computer-aided recognition system for treatment response of rectal cancer." This system predicts the probability of a pathological complete response (pCR) in rectal cancer patients after preoperative neoadjuvant chemoradiotherapy. It utilizes a random forest model composed of several decision trees, each with feature nodes that generate branches based on feature thresholds. The integration of these decision trees allows for the generation of a final pCR probability.

Career Highlights

Shang-Wen Chen has worked with reputable institutions, including China Medical University Hospital and the Institute for Information Industry. His experience in these organizations has contributed to his expertise in developing innovative solutions in healthcare and technology.

Collaborations

Chen has collaborated with notable colleagues, including Chia-Hung Kao and Wei-Chih Shen. These partnerships have likely enhanced his research and development efforts, leading to impactful innovations.

Conclusion

Shang-Wen Chen's contributions to technology and healthcare through his patents demonstrate his innovative spirit and dedication to improving systems that benefit society. His work continues to influence advancements in model training and medical recognition systems.