Search Results for author: Vignesh Shanmugam

Found 2 papers, 1 papers with code

Robust Bayesian Tensor Factorization with Zero-Inflated Poisson Model and Consensus Aggregation

1 code implementation15 Aug 2023 Daniel Chafamo, Vignesh Shanmugam, Neriman Tokcan

In this paper, we introduce Zero Inflated Poisson Tensor Factorization (ZIPTF), a novel approach for the factorization of high-dimensional count data with excess zeros.

High Accuracy Tumor Diagnoses and Benchmarking of Hematoxylin and Eosin Stained Prostate Core Biopsy Images Generated by Explainable Deep Neural Networks

no code implementations2 Aug 2019 Aman Rana, Alarice Lowe, Marie Lithgow, Katharine Horback, Tyler Janovitz, Annacarolina Da Silva, Harrison Tsai, Vignesh Shanmugam, Hyung-Jin Yoon, Pratik Shah

Our neural network framework thus is automated, explainable and performs high precision H&E staining and destaining of low cost native RGB images, and is computer vision and physician authenticated for rapid and accurate tumor diagnoses.

Benchmarking SSIM

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