# A biosensing method for the direct serological detection of liver diseases by integrating a SERS-based sensor and a CNN classifier

> Research article (Biosensors and Bioelectronics, 2021) · cited 81× · AI/ML

**Wikidata**: [openalex:W3155009851](https://www.wikidata.org/wiki/openalex:W3155009851)  
**Source**: https://4ort.xyz/entity/a-biosensing-method-for-the-direct-serological-detection-of-liver-diseases-by-integrating-a-sers-based-sensor-and-a-cnn-