42 citations · 46 across the 2 of their papers we have counts for
4 papers
Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning
Bin Li, Yin Li, Kevin W. Eliceiri
We address the challenging problem of whole slide image (WSI) classification. WSIs have very high resolutions and usually lack localized annotations. WSI classification can be cast…
Dual-stream Maximum Self-attention Multi-instance Learning
Bin Li, Kevin W. Eliceiri
Multi-instance learning (MIL) is a form of weakly supervised learning where a single class label is assigned to a bag of instances while the instance-level labels are not available…
Quantitative Histopathology of Stained Tissues using Color Spatial Light Interference Microscopy (cSLIM)
Hassaan Majeed, Adib Keikhosravi, Mikhail E. Kandel +6
Tissue biopsy evaluation in the clinic is in need of quantitative disease markers for diagnosis and, most importantly, prognosis. Among the new technologies, quantitative phase ima…
Structured Correlation Detection with Application to Colocalization Analysis in Dual-Channel Fluorescence Microscopic Imaging
Shulei Wang, Jianqing Fan, Ginger Pocock +1
Motivated by the problem of colocalization analysis in fluorescence microscopic imaging, we study in this paper structured detection of correlated regions between two random proces…