Researcher profile
Dimitrios Androutsos
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Domain Adaptation using Silver Standard Labels for Ki-67 Scoring in Digital Pathology: A Step Closer to Widescale Deployment
2023 · arXiv (Cornell University)
Deep learning systems have been proposed to improve the objectivity and efficiency of Ki- 67 PI scoring. The challenge is that while very accurate, deep learning techniques suffer from reduced performance when applied to out-of-domain …
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Lightweight self supervised learning framework for domain generalization in histopathology
2025 · Scientific Reports
The emergence of large foundation models (FMs) in histopathology, trained on extensive image datasets using high-performance graphics processing unit (GPU) clusters, has demonstrated significant potential in advancing computational pathology. FMs have potential to overcome the …