509 citations
- National Institutes of HealthUS4 papers
- Johns Hopkins UniversityUS3 papers
- Center for Neuroscience and Regenerative MedicineUS2 papers
- El Camino HospitalUS1 paper
- Eunice Kennedy Shriver National Institute of Child Health and Human DevelopmentUS1 paper
- Google (United States)US1 paper
- Jackson FoundationUS1 paper
- National Institutes of Health Clinical CenterUS1 paper
- Naval Medical Center San DiegoUS1 paper
- Tempus Labs (United States)US1 paper
- University Health NetworkCA1 paper
- University of DelawareUS1 paper
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cs.CV2018★ 509 cited
Development and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer
Kunal Nagpal, Davis Foote, Yun Liu +17
For prostate cancer patients, the Gleason score is one of the most important prognostic factors, potentially determining treatment independent of the stage. However, Gleason scorin…
cs.CV2018★ 25 cited
Synthesizing CT from Ultrashort Echo-Time MR Images via Convolutional Neural Networks
Snehashis Roy, John A. Butman, Dzung L. Pham
With the increasing popularity of PET-MR scanners in clinical applications, synthesis of CT images from MR has been an important research topic. Accurate PET image reconstruction r…
cs.CV2018★ 62 cited
Multiple Sclerosis Lesion Segmentation from Brain MRI via Fully Convolutional Neural Networks
Snehashis Roy, John A. Butman, Daniel S. Reich +2
Multiple Sclerosis (MS) is an autoimmune disease that leads to lesions in the central nervous system. Magnetic resonance (MR) images provide sufficient imaging contrast to visualiz…