Company Filing History:
Years Active: 2024-2025
Title: Innovations of Benjamin Adam Burnett
Introduction
Benjamin Adam Burnett is an accomplished inventor based in New York, NY (US). He has made significant contributions to the field of artificial intelligence, particularly in the area of image analysis. With a total of 2 patents, Burnett is recognized for his innovative approaches to detecting cells of interest in large image datasets.
Latest Patents
One of Burnett's latest patents focuses on a method for selecting a final model for detecting cells of interest in image datasets. This method involves dividing a curated image dataset into a training set, a validation set, and a testing set, where each image is labeled as positive or negative for a cell of interest. The method trains each model of an ensemble of neural networks using the training and validation sets. Subsequently, each model is tested using the testing set, and the predictions of the ensemble are combined. The combined prediction is then compared to the label, determining whether it meets a pre-determined level of detection (LOD). If the prediction satisfies the LOD, the ensemble is output as the final model. If not, the method modifies a hyperparameter of at least one model until the combined prediction meets the required LOD.
Career Highlights
Burnett is currently employed at Bluerock Therapeutics LP, where he continues to develop innovative solutions in the field of biotechnology. His work is instrumental in advancing the capabilities of artificial intelligence in medical research and diagnostics.
Collaborations
One of his notable coworkers is Dan Charles Wilkinson, Jr., with whom he collaborates on various projects within the company.
Conclusion
Benjamin Adam Burnett is a prominent inventor whose work in artificial intelligence and image analysis is paving the way for advancements in medical technology. His innovative patents and contributions to Bluerock Therapeutics LP highlight his commitment to improving healthcare through technology.