Chensu Xie

Title: Innovations by Chensu Xie in Biomedical Imaging

Introduction

Chensu Xie is an accomplished inventor based in New York, NY (US). She has made significant contributions to the field of biomedical imaging, holding a total of 3 patents. Her work focuses on developing advanced systems and methods that enhance the analysis of biomedical images.

Latest Patents

Chensu Xie's latest patents include innovative technologies aimed at improving the interpretation of biomedical images. One of her notable patents is titled "Determining scores indicative of times to events from biomedical images." This patent presents systems and methods for determining scores from biomedical images. A computing system identifies a plurality of tiles in a first biomedical image derived from a sample of a subject. Each tile corresponds to features of the sample. The computing system applies the plurality of tiles to a machine learning (ML) model, which includes an encoder to generate feature vectors, a clusterer to select a subset of these vectors, and an aggregator to determine a score indicative of a time to an event for the subject. The model is trained based on scores derived from second biomedical images.

Another significant patent is "Multi-task learning for dense object detection." This patent outlines systems and methods for feature detection in images. A computing system identifies a biomedical image with features and applies it to a feature detection model. The model includes an encoder-decoder block to generate a feature map, a confidence map generator, and a localization map generator. The resultant map identifies points corresponding to features in the biomedical image, providing valuable insights for further analysis.

Career Highlights

Chensu Xie is currently employed at Memorial Sloan Kettering Cancer Center, where she continues to push the boundaries of biomedical imaging technology. Her work is instrumental in advancing the understanding of complex biological processes through innovative imaging techniques.

Collaborations

Chensu collaborates with her coworker, Hassan Muhammad, to further enhance the impact of their research in the field of biomedical imaging.

Conclusion

Chensu Xie's contributions to biomedical imaging through her patents and work at Memorial Sloan Kettering Cancer Center highlight her role as a leading inventor in this critical field. Her innovative approaches are paving the way for advancements in medical diagnostics and treatment.