Location History:
- North Reading, MA (US) (2021)
- Lynnfield, MA (US) (2022 - 2023)
Company Filing History:
Years Active: 2021-2025
Title: Neil Ira Weisenfeld: Innovator in Image Segmentation Technologies
Introduction
Neil Ira Weisenfeld is a prominent inventor based in Lynnfield, MA (US). He has made significant contributions to the field of image segmentation, holding a total of 10 patents. His work focuses on developing advanced systems and methods that enhance the accuracy and efficiency of image analysis.
Latest Patents
Weisenfeld's latest patents include innovative methods for image segmentation. One of his notable patents describes systems and methods for image segmentation that utilize a pretrained machine learning model. This method involves obtaining an image with a plurality of pixels and determining amplitudes for each pixel, which correspond to specific dimensions. The process identifies instances within the image by analyzing the relationships between pixel amplitudes and constructing instances based on these analyses.
Another significant patent focuses on image segmentation using multiple stain indicators. This method includes reading a nuclear segmentation mask of an image and determining amplitudes for each pixel. By constructing a graph with nodes and edges corresponding to pixels, the method assigns weights to edges based on pixel amplitudes. This approach allows for the creation of heat maps that predict cell regions associated with cellular nuclei, ultimately leading to the development of a cellular segmentation mask.
Career Highlights
Neil Ira Weisenfeld is currently employed at 10x Genomics, Inc., where he continues to push the boundaries of image analysis technology. His work has been instrumental in advancing the capabilities of image segmentation, making significant impacts in various applications, including biomedical research.
Collaborations
Throughout his career, Weisenfeld has collaborated with talented individuals such as Preyas Shah and Dongyao Li. These collaborations have fostered innovation and contributed to the successful development of his patented technologies.
Conclusion
Neil Ira Weisenfeld is a distinguished inventor whose work in image segmentation has led to numerous patents and advancements in the field. His contributions continue to shape the future of image analysis technologies.