Search Results for author: Amir Akbarnejad

Found 3 papers, 2 papers with code

Predicting Ki67, ER, PR, and HER2 Statuses from H&E-stained Breast Cancer Images

no code implementations3 Aug 2023 Amir Akbarnejad, Nilanjan Ray, Penny J. Barnes, Gilbert Bigras

In a quest to answer this question, we built a large-scale dataset (185538 images) with reliable measurements for Ki67, ER, PR, and HER2 statuses.

Binary Classification

GPEX, A Framework For Interpreting Artificial Neural Networks

1 code implementation NeurIPS 2023 Amir Akbarnejad, Gilbert Bigras, Nilanjan Ray

Using our method we find out that on 5 datasets, only a subset of those theoretical assumptions are sufficient.

Gaussian Processes

Adversarial Attacks on Neural Networks for Graph Data

1 code implementation21 May 2018 Daniel Zügner, Amir Akbarnejad, Stephan Günnemann

Even more, our attacks are transferable: the learned attacks generalize to other state-of-the-art node classification models and unsupervised approaches, and likewise are successful even when only limited knowledge about the graph is given.

General Classification Node Classification

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