Integrate Memory Efficiency Methods for Self-supervised Learning on Pathological Image Analysis Jan 1, 2022 Go to Project Site PDF Photo by rawpixel on Unsplash 2022 Yuankai Huo Assistant Professor of Computer Science My research interests include large-scale medical image analysis, data science, and machine learning. Next Inpainting Missing Tissue in Multiplexed Immunofluorescence Imaging Previous Large-Scale Patch-Wise Pathological Image Feature Dataset with a Hardware-agnostic Feature Extraction Tool Related CircleSnake: Instance Segmentation with Circle Representation Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning Cross-scale Attention Guided Multi-instance Learning for Crohns Disease Diagnosis with Pathological Images Dense Multi-object 3D Glomerular Reconstruction and Quantification on 2D Serial Section Whole Slide Image Eosinophilic Esophagitis Multi-label Feature Recognition on Whole Slide Imaging using Transfer Learning