TiSAM: fusing spatial and histopathology foundation models for whole-slide image segmentation
Zhiyuan Ding, Lucie Dequiedt, Marta Forjaz, Valentina Matos-Romero, Yu Shen, Talia Benducci, André Forjaz, Xiakoe Fei, Yutong Zhu, Patricia Nwoga, William Dhana, Julie Pascalin, Sam S. Lee, Luis Garza, Seung Hyun Lee, , Ashley L. Kiemen
TiSAM improves whole-slide image segmentation by fusing spatial and histopathology features, achieving high accuracy across diverse datasets and scanners.
bioRxiv · Oct 19, 2026 · PreprintBioinformatics