Freddy Mejia

A dual stream architecture integrating pathology foundation models for automated tumor region segmentation in Ki-67 assessment

The quantification of the Ki-67 proliferation index is a cornerstone in breast cancer prognosis and treatment planning. While deep learning has shown promise, traditional convolutional neural networks (CNNs) lack global context, and standard vision transformers struggle with loca...