# Rapid alignment-free bacteria identification via optical scattering with LEDs and YOLOv8

> Research article (Scientific Reports, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4402170196](https://www.wikidata.org/wiki/openalex:W4402170196)  
**Source**: https://4ort.xyz/entity/rapid-alignment-free-bacteria-identification-via-optical-scattering-with-leds-and-yolov8