Search Results for author: Sonal Varma

Found 2 papers, 2 papers with code

HistoKT: Cross Knowledge Transfer in Computational Pathology

1 code implementation • 27 Jan 2022 • Ryan Zhang, Jiadai Zhu, Stephen Yang, Mahdi S. Hosseini, Angelo Genovese, Lina Chen, Corwyn Rowsell, Savvas Damaskinos, Sonal Varma, Konstantinos N. Plataniotis

In this paper, we take a data-centric approach to the transfer learning problem and examine the existence of generalizable knowledge between histopathological datasets.

Transfer Learning

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Code

Probeable DARTS with Application to Computational Pathology

1 code implementation • 16 Aug 2021 • Sheyang Tang, Mahdi S. Hosseini, Lina Chen, Sonal Varma, Corwyn Rowsell, Savvas Damaskinos, Konstantinos N. Plataniotis, Zhou Wang

AI technology has made remarkable achievements in computational pathology (CPath), especially with the help of deep neural networks.

Neural Architecture Search

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Code

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