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
9 papers
COVID-19 Image Data Collection: Prospective Predictions Are the Future
Joseph Paul Cohen, Paul Morrison, Lan Dao +3
Across the world's coronavirus disease 2019 (COVID-19) hot spots, the need to streamline patient diagnosis and management has become more pressing than ever. As one of the main ima…
Representing Whole Slide Cancer Image Features with Hilbert Curves
Erich Bremer, Jonas Almeida, Joel Saltz
Regions of Interest (ROI) contain morphological features in pathology whole slide images (WSI) are delimited with polygons[1]. These polygons are often represented in either a text…
Explicit Circular Harmonic Inversions of Exponential Radon Transform
Jiangsheng You, Geyang Du, Gengsheng L Zeng +1
Using Plemelj formula we obtain three circular harmonic inversion formulas of the exponential Radon transform with complex coefficients. We also derive two different range conditio…
Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer
Han Le, Rajarsi Gupta, Le Hou +12
Quantitative assessment of Tumor-TIL spatial relationships is increasingly important in both basic science and clinical aspects of breast cancer research. We have developed and eva…
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…
Liquid-gas phase behaviour of an argon-like fluid modelled by the hard-core two-Yukawa potential
D. Pini, G. Stell, N. B. Wilding
We study a model for an argon-like fluid parameterised in terms of a hard-core repulsion and a two-Yukawa potential. The liquid-gas phase behaviour of the model is obtained from th…
Critical Behavior of the Widom-Rowlinson Lattice Model
Ronald Dickman, George Stell
We report extensive Monte Carlo simulations of the Widom-Rowlinson lattice model in two and three dimensions. Our results yield precise values for the critical activities and densi…