Research Field

• Yiping is mainly working on pathology image analysis, artificial intelligence (AI), focusing on applying AI techniques to research and applications of computational pathology. Yiping is experienced on semantic segmentation of pathology images. We will set up image markers based on the pathological atlas, aiming at computer-aided diagnosis, prognosis prediction, and prediction of treatment response.

Paper Publications

• Automatic Lung Cancer Segmentation in Histopathology Whole-Slide Images with Deep Learning.17th European Congress on Digital Pathology (ECDP2021)
• Preprocessing Methods for Near‐infrared Spectrum Calibration.Journal of Chemometrics
• Deep learning-based tumor microenvironment analysis in colon adenocarcinoma histopathological whole-slide images.Computer Methods and Programs in Biomedicine
• Deep embeddings and logistic regression for rapid active learning in histopathological images.Computer Methods and Programs in Biomedicine
• Deep Neural Network-Aided Histopathological Analysis of Myocardial Injury.Frontiers in Cardiovascular Medicine

Patents

• 一种基于光谱线性表示的油品性质预测方法

Published Books

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Research Projects

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