Company Filing History:
Years Active: 2024-2025
Title: The Innovations of Ming-Tzuo Yin
Introduction
Ming-Tzuo Yin is a prominent inventor based in Taipei, Taiwan. He has made significant contributions to the field of age-related macular degeneration (AMD) through his innovative patents. With a total of 5 patents, his work focuses on classification methods and devices that enhance the diagnosis and understanding of AMD.
Latest Patents
One of his latest patents is a classification method and classification device for classifying the level of AMD. This method involves using an object detection model to analyze fundus images and generate classifications based on the detected macula. The process includes calculating an intersection over union between a predetermined area and a bounding box in the fundus image, leading to a classification generated by a first classification model.
Another notable patent is an electronic device and method for training a classification model for AMD. This method utilizes a machine learning algorithm to calculate a loss function vector based on training data. The classification model is then trained according to an updated loss function vector, which enhances its accuracy in diagnosing AMD.
Career Highlights
Ming-Tzuo Yin has worked with notable companies such as Acer Medical Inc. and Acer Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas in the medical technology sector.
Collaborations
He has collaborated with talented individuals like Meng-Che Cheng and Yi-Ting Hsieh, contributing to the advancement of research and development in the field of AMD.
Conclusion
Ming-Tzuo Yin's contributions to the field of age-related macular degeneration through his innovative patents demonstrate his commitment to improving medical technology. His work continues to influence the diagnosis and treatment of AMD, showcasing the importance of innovation in healthcare.