This inventor holds 5 USPTO granted patents and 7 published patent applications and 1 EPO patent. Top assignee: Htc Corporation. Active years: 2020-2023.
Company Filing History:
Years Active: 2020-2023
Title: Innovations by Inventor Kai-Fu Tang
Introduction
Kai-Fu Tang is a prominent inventor based in Taoyuan, Taiwan. He has made significant contributions to the field of medical systems through his innovative patents. With a total of 5 patents, Tang's work focuses on enhancing medical prediction and control methods using advanced technologies.
Latest Patents
One of his latest patents is titled "Control method and reinforcement learning for medical system." This patent describes a control method for a reinforcement learning system that involves obtaining training data related to an interaction system. The interaction system interacts with a reinforcement learning agent, which utilizes a neural network model to select sequential actions from a set of candidate actions. The model is trained to maximize cumulative rewards based on the agent's actions. During the training process, auxiliary rewards are provided to the agent by comparing symptom inquiry actions with diagnosed symptoms in the training data.
Another notable patent is "Computer aided medical method and medical system for medical prediction." This invention outlines a method that begins with collecting an initial symptom through an interaction interface. A representative prediction model is selected from multiple candidate models based on the initial symptom. These models are trained using a machine learning algorithm with clinical data. The method generates a series of sequential actions, which include inquiry actions and disease prediction actions, displayed on the interaction interface.
Career Highlights
Kai-Fu Tang is currently employed at HTC Corporation, where he continues to develop innovative solutions in the medical technology sector. His work has been instrumental in advancing the capabilities of medical prediction systems.
Collaborations
Some of his notable coworkers include Edward Chang and Hao-Cheng Kao, who contribute to the collaborative efforts in their projects.
Conclusion
Kai-Fu Tang's innovative patents and contributions to medical systems highlight his expertise and commitment to advancing healthcare technology. His work continues to influence the field and improve medical prediction methods.