Dimitris Samaras
3 papers in the PaperMetrix corpus
Papers by this author
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Unsupervised Histopathology Image Synthesis
2017 · arXiv (Cornell University)
Hematoxylin and Eosin stained histopathology image analysis is essential for the diagnosis and study of complicated diseases such as cancer. Existing state-of-the-art approaches demand extensive amount of supervised training data from trained pathologists. In this …
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Topology-Guided Multi-Class Cell Context Generation for Digital Pathology
2023 · arXiv (Cornell University)
In digital pathology, the spatial context of cells is important for cell classification, cancer diagnosis and prognosis. To model such complex cell context, however, is challenging. Cells form different mixtures, lineages, clusters and holes. To …
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Measuring and Predicting Where and When Pathologists Focus their Visual Attention while Grading Whole Slide Images of Cancer
2025 · arXiv (Cornell University)
The ability to predict the attention of expert pathologists could lead to decision support systems for better pathology training. We developed methods to predict the spatio-temporal (where and when) movements of pathologists' attention as they …