Search Results for author: Gilbert Bigras

Found 3 papers, 1 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

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