# CFFormer: Cross CNN-Transformer channel attention and spatial feature fusion for improved segmentation of heterogeneous medical images

> Research article (Expert Systems with Applications, 2025) · cited 17× · AI/ML

**Wikidata**: [openalex:W4411920948](https://www.wikidata.org/wiki/openalex:W4411920948)  
**Source**: https://4ort.xyz/entity/cfformer-cross-cnn-transformer-channel-attention-and-spatial-feature-fusion-for-improved-segmentation-of-heterogeneous-m
