Editor Profile
Xiaobing Yu
Ph.D. Student in Imaging Science
Aug 2023 - Present
Washington University in St. Louis
St. Louis, MO
United States
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- Digital Pathology
- Clinical Pathology
- Computational Biology
- Machine Learning
- Deep Learning
- Medical Image Analysis
- LLM on Biomedical Text
- Vision Language Model in Medical Domain
- Diffusion Model
- Radiology
- Computer Science
- Diab NS#, Barish S#, Dong W#, Zhao S#, Allington G, Yu X, Kahle KT, Brueckner M&, Jin SC&.2021. Molecular Genetics and Complex Inheritance of Congenital Heart Disease. Genes; 12(7):1020. # Co-first authors; & Co-corresponding authors. Cover story.
- Qiu GW#, Yu X#, Sun B, Zhang L, Wang Y. 2020. Metastatic Cancer Image Classification Based on Deep Learning Method. 2021 IEEE International Conference on Consumer Electronics and Computer Engineering, ICCECE 2021; 658-661. # Co-first authors.
- Yu X, Chen H, Yan R, Stahr M. 2021. Design and Implementation Knowledge Graph for Curriculum System in University. 2021 IEEE International Conference on Consumer Electronics and Computer Engineering, ICCECE 2021; 767-770.
- Wang, Y.-C.; Wu, Y.; Choi, J.; Allington, G.; Zhao, S.; Khanfar, M.; Yang, K.; Fu, P.-Y.; Wrubel, M.; Yu, X.; Mekbib, K.Y.; Ocken, J.; Smith, H.; Shohfi, J.; Kahle, K.T.; Lu, Q.; Jin, S.C. Computational Genomics in the Era of Precision Medicine: Applications to Variant Analysis and Gene Therapy. J. Pers. Med. 2022, 12, 175.
- Pan X, Yu X, Mintz A, Wang J, Mokkarala M, Narra V, Marcus D, Bierhals A, and Sotiras A. A Generative-Discriminative Deep Learning Approach to Classify Radiology Reports based on the Presence of Follow Up Recommendations SPIE Medical Image Robert F. Wagner all-conference best paper finalist award.
- Pan X#, Yu X#, Mintz A, Wang J, Mokkarala M, Narra V, Marcus D, Bierhals A, and Sotiras A Large-scale evaluation of machine learning models in identifying follow-up recommendations in radiology reports(Submitted to Radiology) # Co-first authors.
- Yu X, Sarullo K, Marsh J, Pan X, Gaut J, Swamidass J Anchor-Free Object Detection Improves Glomeruli Segmentation in Kidney Transplant Biopsies (Submitted to Nature Medicine).
- Jin Yang, Yu X, Peijie Qiu D2-MLP: Dynamic Decomposed MLP Mixer for Medical Image Segmentation(Submitted to ICASSP).
- Yu X, Xiaofeng L Invertible Swin-UNETR for Domain Adapted Medical Image Segmentation (Submittedto CVPR).
- Yu X, Xiaofeng L Diffusion Purification for Medical Vision language Model (Submitted to CVPR).
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