# All-in-SAM: from Weak Annotation to Pixel-wise Nuclei Segmentation with Prompt-based Finetuning

> Research article (Journal of Physics Conference Series, 2024) · cited 40× · AI/ML

**Wikidata**: [openalex:W4395015601](https://www.wikidata.org/wiki/openalex:W4395015601)  
**Source**: https://4ort.xyz/entity/all-in-sam-from-weak-annotation-to-pixel-wise-nuclei-segmentation-with-prompt-based-finetuning