# Towards fully automated deep-learning-based brain tumor segmentation: Is brain extraction still necessary?

> Research article (Biomedical Signal Processing and Control, 2022) · cited 15× · AI/ML

**Wikidata**: [openalex:W4312224448](https://www.wikidata.org/wiki/openalex:W4312224448)  
**Source**: https://4ort.xyz/entity/towards-fully-automated-deep-learning-based-brain-tumor-segmentation-is-brain-extraction-still-necessary