2.2k citations
- National Cancer InstituteUS19 papers
- National Institutes of HealthUS12 papers
- Tel Aviv UniversityIL5 papers
- Frederick National Laboratory for Cancer ResearchUS4 papers
- Semmelweis UniversityHU3 papers
- University of Maryland, College ParkUS3 papers
- Duke UniversityUS2 papers
- Harvard UniversityUS2 papers
- National Institutes of Health Clinical CenterUS2 papers
- Science Applications International Corporation (United States)US2 papers
- University of Illinois Urbana-ChampaignUS2 papers
- Albert Einstein College of MedicineUS1 paper
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eess.IV2022★ 10 cited
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…
eess.IV2020★ 11 cited
Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, Japan
Dong Yang, Ziyue Xu, Wenqi Li +17
The recent outbreak of COVID-19 has led to urgent needs for reliable diagnosis and management of SARS-CoV-2 infection. As a complimentary tool, chest CT has been shown to be able t…
eess.IV2020★ 22 cited
Deep Small Bowel Segmentation with Cylindrical Topological Constraints
Seung Yeon Shin, Sungwon Lee, Daniel C. Elton +2
We present a novel method for small bowel segmentation where a cylindrical topological constraint based on persistent homology is applied. To address the touching issue which could…