Yiqiao Liu

Title: Yiqiao Liu: Innovator in Medical Imaging Technology

Introduction

Yiqiao Liu is a prominent inventor based in Pittsburgh, PA (US). She has made significant contributions to the field of medical imaging analysis. Her innovative work focuses on enhancing the accuracy and efficiency of lesion segmentation in CT images.

Latest Patents

Yiqiao Liu holds a patent for a groundbreaking method titled "3D segmentation of lesions in CT images using self-supervised pretraining with augmentation." This patent describes a system for training a convolutional neural network (CNN) specifically for medical imaging analysis. The system pre-trains the CNN's encoder using a dataset of unlabeled 3D medical images. Each 3D image includes an annotated slice delineating a boundary of a lesion and multiple non-annotated 2D slices above and below the annotated slice. The system then fine-tunes the pre-trained encoder using an annotated 2D image dataset, which includes multiple 2D slices of lesions, each with annotations that delineate the boundaries of corresponding lesions. Yiqiao Liu has 1 patent to her name.

Career Highlights

Yiqiao Liu is currently employed at Merck Sharp & Dohme Corp., where she continues to advance her research in medical imaging. Her work is instrumental in developing technologies that improve diagnostic capabilities in healthcare.

Collaborations

Yiqiao Liu collaborates with notable colleagues, including Antong Chen and Gregory Goldmacher. These partnerships enhance her research and contribute to the innovative solutions being developed in her field.

Conclusion

Yiqiao Liu is a key figure in the realm of medical imaging technology, with her patent showcasing her commitment to improving healthcare diagnostics. Her contributions are paving the way for future advancements in the field.