# High frame rate (∼3 Hz) circular photoacoustic tomography using single-element ultrasound transducer aided with deep learning

> Research article (Journal of Biomedical Optics, 2022) · cited 19× · AI/ML

**Wikidata**: [openalex:W4283271812](https://www.wikidata.org/wiki/openalex:W4283271812)  
**Source**: https://4ort.xyz/entity/high-frame-rate-3-hz-circular-photoacoustic-tomography-using-single-element-ultrasound-transducer-aided-with-deep-learni