Frederic Commandeur

Title: Innovations by Frederic Commandeur

Introduction

Frederic Commandeur is an accomplished inventor based in Paris, France. He has made significant contributions to the field of medical imaging and data processing, holding two patents that showcase his innovative approach to technology.

Latest Patents

One of his latest patents is titled "Automatic determination of b-values from diffusion-weighted magnetic resonance images." This invention provides a mechanism in a data processing system for the automatic determination of b-value differences from diffusion-weighted images. The system receives a series of images, where a first image has a known b-value and a second image has an unknown b-value. By applying a generative adversarial network (GAN) model, the system estimates the difference between b-values in the series of images and determines the b-value for the second image based on the first b-value and the estimated difference.

Another notable patent is "Optimized data collection of relevant medical images." This invention involves a semi-automated system that selects image data valuable for developing and training deep learning algorithms. The system identifies cases that are most impactful for the development of the algorithm and monitors the degree of uncertainty in the results produced by an image processing algorithm. Cases with high uncertainty are prepared for human review, ensuring that the data is accurately analyzed and classified before being used for further development.

Career Highlights

Frederic Commandeur is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM focuses on advancing technologies in medical imaging and artificial intelligence, contributing to the company's reputation as a leader in innovation.

Collaborations

Frederic has collaborated with notable coworkers, including Amin Katouzian and Marwan Sati. Their combined expertise enhances the development of innovative solutions in their respective fields.

Conclusion

Frederic Commandeur's contributions to medical imaging and data processing through his patents reflect his commitment to innovation and technology. His work continues to influence advancements in the field, showcasing the importance of collaboration and creativity in driving progress.