Location History:
- Laurel, MD (US) (2021)
- Bethesda, MD (US) (2022 - 2023)
Company Filing History:
Years Active: 2021-2023
Title: The Innovative Contributions of Dakai Jin
Introduction
Dakai Jin is a prominent inventor based in Laurel, MD (US), known for his significant contributions to the field of medical imaging technology. With a total of 8 patents to his name, Jin has made remarkable strides in developing methods and devices that enhance the accuracy and efficiency of medical diagnoses.
Latest Patents
One of Jin's latest patents is titled "Device and method for detecting clinically important objects in medical images with distance-based decision stratification." This innovative method involves acquiring a medical image set and generating a three-dimensional (3D) tumor distance map. Each voxel of this map represents the distance from the voxel to the nearest boundary of a primary tumor. The method employs neural-network processing to create a predicted probability map that identifies the presence and locations of oncology significant lymph nodes (OSLNs) within the medical image set.
Another notable patent is the "Method, device, and computer program product for self-supervised learning of pixel-wise anatomical embeddings in medical images." This patent outlines a self-supervised anatomical embedding (SAM) method that includes randomly selecting a plurality of images and performing random data augmentation. The process generates global and local embedding tensors, computes similarity maps, and minimizes a final info noise contrastive estimation (InfoNCE) loss to enhance the learning of anatomical features in medical images.
Career Highlights
Dakai Jin has established himself as a key figure in the field of medical technology through his innovative work at Ping An Technology (Shenzhen) Co., Ltd. His expertise in medical imaging has led to advancements that significantly improve diagnostic capabilities in healthcare.
Collaborations
Throughout his career, Jin has collaborated with notable professionals in the field, including Le Lu and Adam Patrick Harrison. These collaborations have fostered an environment of innovation and have contributed to the development of cutting-edge technologies in medical imaging.
Conclusion
Dakai Jin's contributions to medical imaging technology through his patents and collaborative efforts highlight his role as a leading inventor in the field. His work continues to pave the way for advancements that enhance diagnostic accuracy and improve patient outcomes.
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.