Luyao Shi

Title: The Innovative Journey of Luyao Shi

Introduction

Luyao Shi is an accomplished inventor based in New Haven, Connecticut, with a noteworthy portfolio that includes three patents. Her inventive work primarily focuses on advancing technology within the medical field, particularly in imaging and diagnosis.

Latest Patents

Luyao's latest patents reflect her dedication to improving diagnostic systems through innovative methodologies. The first patent, titled "Method and system for generating attenuation map from SPECT emission data," describes a system that utilizes deep neural networks to estimate attenuation coefficients from Single Photon Emission Computed Tomography (SPECT) data. This artificial neural network employs a machine learning approach to generate accurate attenuation maps, enabling enhanced accuracy in medical imaging.

Her second major patent, "Automatic condition diagnosis using an attention-guided framework," details methods for training computer-aided detection systems. This invention involves processing a series of patient images—some annotated with specific conditions—by applying a deep learning network iteratively. This method produces an attention map, feature map, and patient-level probability of the condition, facilitating improved diagnostic accuracy through advanced machine learning techniques.

Career Highlights

Luyao Shi has made significant contributions while working at industry-leading companies such as IBM and Merative US L.P., where she has honed her expertise in technology and medical applications. Her career reflects a commitment to combining neuroscience with engineering to drive meaningful innovations in healthcare.

Collaborations

During her career, Luyao has collaborated with notable professionals including David James Beymer and Ehsan Dehghan Marvast. These partnerships have allowed her to tackle challenging problems and enhance her inventions through collective expertise.

Conclusion

In summary, Luyao Shi’s inventive contributions and patents are a testament to her innovative spirit and dedication to advancing medical technology. Her ongoing work promises to bring significant improvements in diagnostic systems and patient care, making her a prominent figure in the realm of medical engineering.