213 citations
- Emory UniversityUS2 papers
- Division of Cancer Epidemiology and Genetics1 paper
- Information Management ServicesUS1 paper
- Institute of Cancer ResearchGB1 paper
- London CancerGB1 paper
- Mayo Clinic in ArizonaUS1 paper
- Mayo Clinic in FloridaUS1 paper
- Mount Sinai Medical CenterUS1 paper
- Northwestern UniversityUS1 paper
- Pennsylvania State UniversityUS1 paper
- University College LondonGB1 paper
- University of Illinois Urbana-ChampaignUS1 paper
5 papers
Deep Learning-based Protoacoustic Signal Denoising for Proton Range Verification
Jing Wang, James J. Sohn, Yang Lei +5
Objective: Proton therapy offers an advantageous dose distribution compared to the photon therapy, since it deposits most of the energy at the end of range, namely the Bragg peak (…
Deep Q-learning of global optimizer of multiply model parameters for viscoelastic imaging
Hongmei Zhang, Kai Wang, Yan Zhou +4
Objective: Estimation of the global optima of multiple model parameters is valuable in imaging to form a reliable diagnostic image. Given non convexity of the objective function, i…
Cell abundance aware deep learning for cell detection on highly imbalanced pathological data
Yeman Brhane Hagos, Catherine SY Lecat, Dominic Patel +5
Automated analysis of tissue sections allows a better understanding of disease biology and may reveal biomarkers that could guide prognosis or treatment selection. In digital patho…
Parameterized Explainer for Graph Neural Network
Dongsheng Luo, Wei Cheng, Dongkuan Xu +4
Despite recent progress in Graph Neural Networks (GNNs), explaining predictions made by GNNs remains a challenging open problem. The leading method independently addresses the loca…
Leveraging local identity-by-descent increases the power of case/control GWAS with related individuals
Joshua N. Sampson, Bill Wheeler, Peng Li +1
Large case/control Genome-Wide Association Studies (GWAS) often include groups of related individuals with known relationships. When testing for associations at a given locus, curr…