From Narrow to Wide: Autoencoding Transformers for Ultrasound Bandwidth Recovery

Sepideh KhakzadGharamaleki, Hassan Rivaz, Brandon Helfield

Conventional pulse-echo ultrasound suffers when low-cost probes deliver only narrow fractional bandwidths, elongating pulses and erasing high-frequency detail. We address this limi…