24 citations · 24 across the 3 of their papers we have counts for
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RoFormer for Position Aware Multiple Instance Learning in Whole Slide Image Classification
Etienne Pochet, Rami Maroun, Roger Trullo
Whole slide image (WSI) classification is a critical task in computational pathology. However, the gigapixel-size of such images remains a major challenge for the current state of…
Image Translation Based Nuclei Segmentation for Immunohistochemistry Images
Roger Trullo, Quoc-Anh Bui, Qi Tang +1
Numerous deep learning based methods have been developed for nuclei segmentation for H&E images and have achieved close to human performance. However, direct application of such me…
Medical Image Synthesis with Context-Aware Generative Adversarial Networks
Dong Nie, Roger Trullo, Caroline Petitjean +2
Computed tomography (CT) is critical for various clinical applications, e.g., radiotherapy treatment planning and also PET attenuation correction. However, CT exposes radiation dur…