Company Filing History:
3 out of 12 
2 out of 1,744 
1 out of 1,198 Years Active: 2022-2025
Title: Meng-Che Cheng: Innovator in Age-Related Macular Degeneration Technologies
Introduction
Meng-Che Cheng is a prominent inventor based in Taipei, Taiwan. He has made significant contributions to the field of medical technology, particularly in the classification and treatment of age-related macular degeneration (AMD). With a total of 5 patents to his name, Cheng's work is at the forefront of innovation in this critical area of healthcare.
Latest Patents
Cheng's latest patents include a classification method and device for assessing the level of AMD. This innovative classification method utilizes an object detection model and a first classification model to analyze fundus images. By generating a bounding box around the macula detected in the image, the method calculates the intersection over union between a predetermined area and the bounding box. If this value exceeds a certain threshold, a classification of the fundus image is produced based on the first classification model.
Another notable patent involves an electronic device and a method for training a classification model specifically for AMD. This method involves obtaining training data and calculating a loss function vector using a machine learning algorithm. The process includes updating the first loss function value based on a second loss function value and a group penalty weight, ultimately leading to the training of a robust classification model.
Career Highlights
Throughout his career, Meng-Che Cheng 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, contributing to advancements in medical technology.
Collaborations
Cheng has collaborated with talented individuals in his field, including Ming-Tzuo Yin and Yi-Ting Hsieh. These partnerships have fostered a collaborative environment that encourages the exchange of ideas and expertise, further enhancing the impact of their work.
Conclusion
Meng-Che Cheng is a distinguished inventor whose work in age-related macular degeneration technologies is paving the way for future advancements in medical diagnostics and treatment. His innovative patents and collaborations reflect his commitment to improving healthcare outcomes for individuals affected by AMD.