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Yingxue Xu

Shandong University of Traditional Chinese Medicine · CN
Area of research
Artificial Intelligence · Radiology, Nuclear Medicine and Imaging
Research interest
Research focused on Foundation (evidence) and Deep learning, with related work in Artificial intelligence, Concordance, Modalities. Notable publications include 'A generalizable pathology foundation model using a unified knowledge distillation pretraining framework', 'A multimodal knowledge-enhanced whole-slide pathology foundation model', and 'DeepPMD: A Comprehensive Deep Learning Framework for Primary-Metastatic Classification and Origin Prediction in Lung Adenocarcinoma – Multi-Center Whole Slide Image Validation'.
h-index
citations
33
works
4
NIH funding
primary concept
email

Recent publications

A generalizable pathology foundation model using a unified knowledge distillation pretraining framework
Nature Biomedical Engineering 2025cited by 17position: middledoi
A multimodal knowledge-enhanced whole-slide pathology foundation model
Nature Communications 2025cited by 16position: firstdoi
DeepPMD: A Comprehensive Deep Learning Framework for Primary-Metastatic Classification and Origin Prediction in Lung Adenocarcinoma – Multi-Center Whole Slide Image Validation
SSRN Electronic Journal 2025cited by 0position: middledoi
DeepPMD: A Comprehensive Deep Learning Framework for Primary-Metastatic Classification and Origin Prediction in Lung Adenocarcinoma – Multi-Center Whole Slide Image Validation
Research Square 2025cited by 0position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Jinbang Li · Jiangsu University4 papers (2025–2025)Jiabo Ma · Huazhong University of Science and Technology4 papers (2025–2025)Hao Chen · Northeastern University3 papers (2025–2025)Li Liang · Hebei Medical University3 papers (2025–2025)Chenglong Zhao · Southern Medical University3 papers (2025–2025)Fengtao Zhou · Chongqing University3 papers (2025–2025) · 2 papers (2025–2025)Jiguang Wang · Columbia University2 papers (2025–2025)Anjia Han · Qingdao University2 papers (2025–2025)Cheng Jin · University of Electronic Science and Technology of China2 papers (2025–2025) · 2 papers (2025–2025)Zhenhui Li · South China Agricultural University2 papers (2025–2025) · 2 papers (2025–2025)Xiaohui Zhu · Shandong University2 papers (2025–2025) · 2 papers (2025–2025)Qi Xie · Fujian Medical University1 papers (2025–2025)Xin Wang · Chinese University of Hong Kong1 papers (2025–2025)Shuhua Yang · Ningbo University1 papers (2025–2025)Hao Chen · Nanjing University of Science and Technology1 papers (2025–2025)Bingbing Li · Nanjing University of Chinese Medicine1 papers (2025–2025)