# Deep learning-based middle cerebral artery blood flow abnormality detection using flow velocity waveform derived from transcranial Doppler ultrasound

> Research article (Biomedical Signal Processing and Control, 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4361293168](https://www.wikidata.org/wiki/openalex:W4361293168)  
**Source**: https://4ort.xyz/entity/deep-learning-based-middle-cerebral-artery-blood-flow-abnormality-detection-using-flow-velocity-waveform-derived-from-tr