Search Results for author: Neda Zamanitajeddin

Found 3 papers, 1 papers with code

Domain Generalization in Computational Pathology: Survey and Guidelines

no code implementations30 Oct 2023 Mostafa Jahanifar, Manahil Raza, Kesi Xu, Trinh Vuong, Rob Jewsbury, Adam Shephard, Neda Zamanitajeddin, Jin Tae Kwak, Shan E Ahmed Raza, Fayyaz Minhas, Nasir Rajpoot

Deep learning models have exhibited exceptional effectiveness in Computational Pathology (CPath) by tackling intricate tasks across an array of histology image analysis applications.

Benchmarking Domain Generalization

Cells are Actors: Social Network Analysis with Classical ML for SOTA Histology Image Classification

1 code implementation29 Jun 2021 Neda Zamanitajeddin, Mostafa Jahanifar, Nasir Rajpoot

To tackle these challenges, we propose to use a statistical network analysis method to describe the complex structure of the tissue micro-environment by modelling nuclei and their connections as a network.

Image Classification

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