Adam Patrick Harrison

Title: The Innovative Contributions of Adam Patrick Harrison

Introduction

Adam Patrick Harrison is a prominent inventor based in Bethesda, MD, known for his significant contributions to the field of medical imaging and computer-aided diagnosis. With a total of 16 patents to his name, Harrison has developed innovative technologies that enhance the accuracy and efficiency of medical image analysis.

Latest Patents

One of Harrison's latest patents is titled "User-guided domain adaptation for rapid annotation from user interactions for pathological organ segmentation." This invention provides a computer-implemented method, device, and computer program product that utilizes a user-guided domain adaptation (UGDA) architecture. The method involves training a combined model using a source image dataset, minimizing a supervised loss to obtain sharing weights for two fully convolutional networks (FCNs), and finetuning the model to predict extreme-point/mask prediction pairs for target image datasets.

Another notable patent is "Device and method for detecting clinically important objects in medical images with distance-based decision stratification." This method includes acquiring a medical image set and generating a three-dimensional (3D) tumor distance map. Each voxel in the tumor distance map represents the distance to the nearest boundary of a primary tumor, allowing for neural-network processing to predict the presence and locations of oncology significant lymph nodes (OSLNs) in the medical image set.

Career Highlights

Harrison has worked with esteemed organizations such as Ping An Technology and the National Institutes of Health, a component of the US Department of Health & Human Services. His work in these institutions has allowed him to collaborate on groundbreaking research and development projects that push the boundaries of medical technology.

Collaborations

Some of Harrison's notable coworkers include Le Lu and Jinzheng Cai, who have contributed to his research endeavors and innovations in the field of medical imaging.

Conclusion

Adam Patrick Harrison's work exemplifies the intersection of technology and healthcare, showcasing how innovative inventions can lead to improved diagnostic tools. His contributions continue to impact the medical field positively, enhancing the capabilities of medical professionals in diagnosing and treating patients.