Changsheng Liu

Title: Changsheng Liu: Innovator in Medical Text Processing

Introduction

Changsheng Liu is a notable inventor based in Pittsburgh, PA (US). He has made significant contributions to the field of medical technology through his innovative patent. His work focuses on enhancing the processing of unstructured texts in medical records, which is crucial for improving healthcare outcomes.

Latest Patents

Changsheng Liu holds a patent titled "Method and system for joint named entity recognition and relation extraction using convolutional neural network." This patent describes a system that utilizes at least one processor to determine a plurality of word representations of unstructured text. The system tags entities in the text by performing a named entity recognition task on these representations. Additionally, it determines position embeddings based on the positions of words relative to the tagged entities. The processor also identifies relation labels between pairs of tagged entities through a relationship extraction task on the concatenated word representations and position embeddings. He has 1 patent to his name.

Career Highlights

Changsheng Liu is associated with Shenzhen Keya Medical Technology Corporation, where he applies his expertise in medical technology. His work is instrumental in developing systems that enhance the efficiency of processing medical records.

Collaborations

Changsheng collaborates with talented individuals such as Kunlin Cao and Qi Song, contributing to advancements in their field.

Conclusion

Changsheng Liu's innovative work in medical text processing exemplifies the impact of technology on healthcare. His contributions are paving the way for more efficient medical record management and improved patient care.