Author

Beatrice S. Knudsen

2 papers indexed here

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Jul 2026

Pathologist Attention-Aligned Report Generation for Prostate Histopathology

This paper finetune two report generation models with an attention-alignment loss that regularizes the model attention over image patches to match the distribution of pathologist attention, providing stronger visual support for the generated reports by highlighting the regions that most influence the output.

Ruo-Yu Xue, S. Singh, Souradeep Chakraborty et al. · arXiv.org · 0 citations

#artificial intelligence Preprint Jun 2026

Predicting Metastatic Risk from Primary Cancer Tissue Architecture via Distance-Aware Spatial Modeling

Predicting distant metastasis from the digital H&E slides of the primary tumor is a critical yet challenging task in computational pathology. Multiple Instance Learning (MIL) approaches can attend to subdomains in whole slide images (WSIs) that harbor features of pre-metastatic cancer regions. However, conventional MIL...

Sandesh Pokhrel, Hamid Manoochehri, Beatrice S. Knudsen et al. · 0 citations