25 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of California, Los AngelesUS3 papers
- Los Angeles Medical CenterUS2 papers
- The University of Texas at ArlingtonUS2 papers
- Center for Cancer ResearchUS1 paper
- Department of Health and Human ServicesUS1 paper
- Kitware (United States)US1 paper
- National Cancer InstituteUS1 paper
- National Institutes of HealthUS1 paper
- Technical University of MunichDE1 paper
- UCLA Medical CenterUS1 paper
- University of North Carolina at Chapel HillUS1 paper
- University of PennsylvaniaUS1 paper
3 papers
Clinically Relevant Latent Space Embedding of Cancer Histopathology Slides through Variational Autoencoder Based Image Compression
Mohammad Sadegh Nasr, Amir Hajighasemi, Paul Koomey +6
In this paper, we introduce a Variational Autoencoder (VAE) based training approach that can compress and decompress cancer pathology slides at a compression ratio of 1:512, which…
A SSIM Guided cGAN Architecture For Clinically Driven Generative Image Synthesis of Multiplexed Spatial Proteomics Channels
Jillur Rahman Saurav, Mohammad Sadegh Nasr, Paul Koomey +7
Here we present a structural similarity index measure (SSIM) guided conditional Generative Adversarial Network (cGAN) that generatively performs image-to-image (i2i) synthesis to g…
Brain Extraction from Normal and Pathological Images: A Joint PCA/Image-Reconstruction Approach
Xu Han, Roland Kwitt, Stephen Aylward +6
Brain extraction from images is a common pre-processing step. Many approaches exist, but they are frequently only designed to perform brain extraction from images without strong pa…