Company Filing History:
Years Active: 2022-2025
Title: Innovations by Mohammad Reza Hosseinzadeh Taher
Introduction
Mohammad Reza Hosseinzadeh Taher is an accomplished inventor based in Tempe, AZ (US). He has made significant contributions to the field of medical image analysis through his innovative patents. With a total of five patents to his name, he is recognized for his advancements in artificial intelligence and machine learning applications in healthcare.
Latest Patents
One of his latest patents is titled "Systems, methods, and apparatuses for implementing self-supervised domain-adaptive pre-training via a transformer for use with medical image classification." This patent describes systems and methods for pre-training an AI model using both non-medical and medical images to enhance medical image classification. The process involves receiving training data, performing domain-adaptive pre-training, and generating a trained AI model capable of predicting medical diagnoses from unseen input images.
Another notable patent is "Systems, methods, and apparatuses for implementing discriminative, restorative, and adversarial (DiRA) learning for self-supervised medical image analysis." This framework utilizes a combination of discriminative, restorative, and adversarial learning techniques to analyze medical images. The DiRA framework allows for the diagnosis and detection of diseases in new medical images that were not part of the training data, showcasing its potential in improving medical diagnostics.
Career Highlights
Mohammad Reza Hosseinzadeh Taher is currently affiliated with Arizona State University, where he continues to push the boundaries of research in medical imaging and artificial intelligence. His work has garnered attention for its innovative approach to enhancing the accuracy and efficiency of medical image analysis.
Collaborations
He collaborates with notable colleagues, including Fatemeh Haghighi and Jianming Liang, who contribute to his research endeavors and help advance the field of medical imaging.
Conclusion
Mohammad Reza Hosseinzadeh Taher is a prominent inventor whose work in medical image analysis through innovative patents is paving the way for advancements in healthcare technology. His contributions are significant in the realm of artificial intelligence and its application in medical diagnostics.