388 citations · 679 across the 10 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.CV2020★ 42 cited
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…
q-bio.QM2020★ 131 cited
Pycro-manager: open-source software for integrated microscopy hardware control and image processing
Henry Pinkard, Nico Stuurman, Laura Waller
μManager, an open-source microscopy acquisition software, has been an essential tool for many microscopy experiments over the past 15 years, but is not easy to use for experiments…
cs.CV2020★ 4 cited
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…