# MRI-based automated detection of implanted low dose rate (LDR) brachytherapy seeds using quantitative susceptibility mapping (QSM) and unsupervised machine learning (ML)

> Research article (Radiotherapy and Oncology, 2018) · cited 30× · AI/ML

**Wikidata**: [openalex:W2892087048](https://www.wikidata.org/wiki/openalex:W2892087048)  
**Source**: https://4ort.xyz/entity/mri-based-automated-detection-of-implanted-low-dose-rate-ldr-brachytherapy-seeds-using-quantitative-susceptibility-mappi