960 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Stony Brook UniversityUS6 papers
- Oak Ridge National LaboratoryUS3 papers
- Stony Brook MedicineUS2 papers
- City University of New YorkUS1 paper
- École Centrale d'ÉlectroniqueFR1 paper
- École Centrale ParisFR1 paper
- Fontbonne UniversityUS1 paper
- Heidelberg UniversityDE1 paper
- Lehman CollegeUS1 paper
- Lexington City SchoolsUS1 paper
- Mila - Quebec Artificial Intelligence InstituteCA1 paper
- National Institutes of HealthUS1 paper
3 papers · 1 filter
Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images
Le Hou, Vu Nguyen, Dimitris Samaras +4
Histopathology images are crucial to the study of complex diseases such as cancer. The histologic characteristics of nuclei play a key role in disease diagnosis, prognosis and anal…
Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images
Veda Murthy, Le Hou, Dimitris Samaras +2
Classifying the various shapes and attributes of a glioma cell nucleus is crucial for diagnosis and understanding the disease. We investigate automated classification of glioma nuc…
Patch-based Convolutional Neural Network for Whole Slide Tissue Image Classification
Le Hou, Dimitris Samaras, Tahsin M. Kurc +3
Convolutional Neural Networks (CNN) are state-of-the-art models for many image classification tasks. However, to recognize cancer subtypes automatically, training a CNN on gigapixe…