41 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- National Institutes of HealthUS3 papers
- Henry M. Jackson FoundationUS2 papers
- National Institutes of Health Clinical CenterUS2 papers
- Eunice Kennedy Shriver National Institute of Child Health and Human DevelopmentUS1 paper
- Istituto Superiore di SanitàIT1 paper
- Jackson FoundationUS1 paper
- Johns Hopkins UniversityUS1 paper
- National Institute of HealthAM1 paper
- Uniformed Services University of the Health SciencesUS1 paper
- University of DelawareUS1 paper
- University of Wisconsin–MadisonUS1 paper
- Vanderbilt UniversityUS1 paper
6 papers
Data-driven Uncertainty Quantification in Computational Human Head Models
Kshitiz Upadhyay, Dimitris G. Giovanis, Ahmed Alshareef +6
Computational models of the human head are promising tools for estimating the impact-induced response of brain, and thus play an important role in the prediction of traumatic brain…
Distributed deep learning for robust multi-site segmentation of CT imaging after traumatic brain injury
Samuel Remedios, Snehashis Roy, Justin Blaber +6
Machine learning models are becoming commonplace in the domain of medical imaging, and with these methods comes an ever-increasing need for more data. However, to preserve patient…
Alternating Segmentation and Simulation for Contrast Adaptive Tissue Classification
Dzung L. Pham, Snehashis Roy
A key feature of magnetic resonance (MR) imaging is its ability to manipulate how the intrinsic tissue parameters of the anatomy ultimately contribute to the contrast properties of…
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…
TBI Contusion Segmentation from MRI using Convolutional Neural Networks
Snehashis Roy, John A. Butman, Leighton Chan +1
Traumatic brain injury (TBI) is caused by a sudden trauma to the head that may result in hematomas and contusions and can lead to stroke or chronic disability. An accurate quantifi…
Sparse and Optimal Acquisition Design for Diffusion MRI and Beyond
Cheng Guan Koay, Evren Özarslan, Kevin M Johnson +1
The focus of this paper is on the development of a sparse and optimal acquisition (SOA) design for diffusion MRI multiple-shell acquisition and beyond. A novel optimality criterion…