# A multi-stage melanoma recognition framework with deep residual neural network and hyperparameter optimization-based decision support in dermoscopy images

> Research article (Expert Systems with Applications, 2022) · cited 57× · AI/ML

**Wikidata**: [openalex:W4310131915](https://www.wikidata.org/wiki/openalex:W4310131915)  
**Source**: https://4ort.xyz/entity/a-multi-stage-melanoma-recognition-framework-with-deep-residual-neural-network-and-hyperparameter-optimization-based-dec