Bin Li

Dr. Bin Li is a postdoctoral researcher in the Institute of Biomedical Engineering at the University of Oxford. His work bridges machine learning, bioimage informatics, and computational pathology, with a focus on advancing AI applications in healthcare.

• Education: PhD in Biomedical Engineering (2020) from the University of Wisconsin-Madison under Professor Kevin Eliceiri.

Dr. Li's research centers on developing deep learning techniques for histopathology, emphasizing weakly supervised and semi-supervised learning to analyze unlabeled/coarsely-labelled data. He also explores multimodal learning for image-based drug screening, integrating data from microscopy, genomics, and proteomics. His publication history reveals expertise in stochastic PDEs, singular SPDEs, and nonlinear dynamics, indicating cross-disciplinary foundations in mathematics and physics. Dr. Li contributes to the Professor Jens Rittscher's group, focusing on innovative computational methods for biomedical image analysis.