Fig. 5: Multi-modality attention visualization of SongCi.
From: Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning
The multi-modality attention visualization of SongCi offers interpretable analyses for forensic pathology diagnosis across a range of tissues and organs. a, b display liver tissues; c, f gastrointestinal tissues; d brain tissues; e pancreatic tissues; and g, h spleen tissues, with i highlighting adrenal tissues. The WSI regions corresponding to the prototypes of the top five findings, along with the top five vital descriptors in the gross key findings, are delineated in distinct colors.
