Search Results for author: Alexandre Tiard

Found 3 papers, 2 papers with code

Stain-invariant self supervised learning for histopathology image analysis

1 code implementation14 Nov 2022 Alexandre Tiard, Alex Wong, David Joon Ho, Yangchao Wu, Eliram Nof, Alvin C. Goh, Stefano Soatto, Saad Nadeem

Our method achieves the state-of-the-art performance on several publicly available breast cancer datasets ranging from tumor classification (CAMELYON17) and subtyping (BRACS) to HER2 status classification and treatment response prediction.

Classification Self-Supervised Learning

Small Lesion Segmentation in Brain MRIs with Subpixel Embedding

1 code implementation18 Sep 2021 Alex Wong, Allison Chen, Yangchao Wu, Safa Cicek, Alexandre Tiard, Byung-Woo Hong, Stefano Soatto

We propose a neural network architecture in the form of a standard encoder-decoder where predictions are guided by a spatial expansion embedding network.

Lesion Segmentation

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