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researcher

Vignesh Shanmugam

2 papers hereh-index 171k citations52 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • q-bio.QM1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

collaborators

2 papers

stat.ML2023

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

Daniel Chafamo, Vignesh Shanmugam, Neriman Tokcan

Tensor factorizations (TF) are powerful tools for the efficient representation and analysis of multidimensional data. However, classic TF methods based on maximum likelihood estima…

q-bio.QM2019

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

Aman Rana, Alarice Lowe, Marie Lithgow +7

Histopathological diagnoses of tumors in tissue biopsy after Hematoxylin and Eosin (H&E) staining is the gold standard for oncology care. H&E staining is slow and uses dyes, reagen…

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