Company Filing History:
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1 out of 832,843 Years Active: 2022-2023
Title: Innovations by Guangwu Qian in Medical Technology
Introduction
Guangwu Qian is a notable inventor based in Shenzhen, China. He has made significant contributions to the field of medical technology, particularly in image recognition and classification methods. With a total of two patents to his name, Qian's work focuses on enhancing diagnostic processes through advanced deep learning techniques.
Latest Patents
One of Guangwu Qian's latest patents is an "Image recognition method and device based on deep convolutional neural network." This method involves several steps, including pre-processing chest X-ray films to obtain initial images that meet format requirements. It screens these images to detect whether they are posteroanterior chest images and utilizes a binary classification model of a deep convolutional neural network for negative and positive classification. The images that yield positive results are then input into a detection model to identify disease types and outline lesion areas. The final output displays the disease type and corresponding lesion area.
Another significant patent is the "Digital image classification method for cervical fluid-based cells based on a deep learning detection model." This invention relates to medical technology and outlines a method for classifying cervical fluid-based cells. The process includes selecting and labeling positions of abnormal cells in digital images, normalizing the data, and training a Faster-RCNN model. The trained model can then classify images and provide diagnostic recommendations based on the identified abnormal cells.
Career Highlights
Guangwu Qian has worked with Shenzhen Imsight Medical Technology Co. Ltd, where he has applied his expertise in developing innovative medical technologies. His work has contributed to advancements in diagnostic imaging and disease detection.
Collaborations
Some of his notable coworkers include Wei Dong Chen and Yu Hu, who have collaborated with him on various projects in the field of medical technology.
Conclusion
Guangwu Qian's contributions to medical technology through his innovative patents demonstrate his commitment to improving diagnostic processes. His work in image recognition and classification is paving the way for advancements in medical diagnostics.