Songyouyi

Dr. Song is a research fellow of data science at China Pharmaceutical University, with a research background of developing artificial intelligence algorithms for medical data analysis. Holding a PhD. in artificial intelligence from The Hong Kong Polytechnic University, Dr. Song specialized in developing AI models for early diagnosis.

1. Youyi Song, Jing Zou, Kup-Sze Choi, Baiying Lei, Jing Qin, “Cell Classification with Worst-Case Boosting for Intelligent Screening of Cervical Cancer”, Medical Image Analysis, 91, 103014, 2024.

2. Youyi Song, Jeremy Yuen-Chun Teoh, Kup-Sze Choi, Jing Qin, “Dynamic Loss Weighting for Multiorgan Segmentation in Medical Images”, IEEE Transactions on Neural Networks and Learning Systems, 35(8), 10651-10662, 2024.

3. Youyi Song, Lequan Yu, Baiying Lei, Kup-Sze Choi, Jing Qin, “Data Discernment for Affordable Training in Medical Image Segmentation”, IEEE Transactions on Medical Imaging, 42(5), 2023.

4. Youyi Song, Lei Zhu, Jing Qin, Baiying Lei, Bin Sheng, Kup-Sze Choi, “Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Adaptive Shape Priors Extracted from Contour Fragments”, IEEE Transactions on Medical Imaging, 38 (12), 2019.

5. Kang Wang, Yingkui Zhang, Youyi Song*, Jinghua Xu, Shuyou Zhang, Jianrong Tan, “Deep Pattern Matching for Energy Consumption Prediction of Complex Structures in Ecological Additive Manufacturing”, IEEE Transactions on Industrial Informatic, 20(3), 3510-3520, 2024.

Medical image analysis for early diagnosis

Guanghua Medical Award

MICCAI 2021 Travel Award