Location History:
- Oro Valley, AZ (US) (2012 - 2013)
- Starnberg, DE (2015 - 2022)
- Penzberg, DE (2024)
Company Filing History:
4 out of 514 
4 out of 4,942 
1 out of 3,221 
Years Active: 2012-2025
Title: Fabien Gaire: Innovator in Digital Pathology
Introduction
Fabien Gaire is a notable inventor based in Starnberg, Germany. He has made significant contributions to the field of digital pathology, holding a total of seven patents. His work focuses on utilizing advanced technologies to improve disease prediction and tissue analysis.
Latest Patents
Among his latest patents is a system for attention-based multiple instance learning. This innovation relates to predicting disease progression by processing digital pathology images using neural networks. The method involves accessing a digital pathology image that depicts a specimen stained with various stains. A set of patches is defined for the image, with each patch representing a portion of the overall image. An attention-score neural network generates attention scores for each patch, which are then used to predict the extent of disease progression in the subject.
Another significant patent is the distance-based tissue state determination method. This image analysis technique determines the biomedical state of a tissue sample by analyzing the distribution of A-type and B-type cells. The method computes a proximity score and a combined score to assess the biomedical state of the tissue sample effectively.
Career Highlights
Fabien Gaire has worked with prominent companies in the medical field, including Ventana Medical Systems, Inc. and Hoffmann-La Roche Inc. His experience in these organizations has contributed to his expertise in digital pathology and image analysis.
Collaborations
Throughout his career, Fabien has collaborated with notable professionals, including Brian Daniel Kelly and Christopher Bieniarz. These collaborations have further enriched his work and innovations in the field.
Conclusion
Fabien Gaire is a distinguished inventor whose work in digital pathology has the potential to revolutionize disease prediction and tissue analysis. His innovative patents and collaborations highlight his commitment to advancing medical technology.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.