Search Results for author: Savvas Damaskinos

Found 5 papers, 4 papers with code

HistoKT: Cross Knowledge Transfer in Computational Pathology

1 code implementation27 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

Probeable DARTS with Application to Computational Pathology

1 code implementation16 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

Focus Quality Assessment of High-Throughput Whole Slide Imaging in Digital Pathology

1 code implementation14 Nov 2018 Mahdi S. Hosseini, Yueyang Zhang, Lyndon Chan, Konstantinos N. Plataniotis, Jasper A. Z. Brawley-Hayes, Savvas Damaskinos

We also extend our method to generate a local slide-level focus quality heatmap, which can be used for automated slide quality control, and demonstrate the utility of our method for clinical scan quality control by comparison with subjective slide quality scores.

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