Physics

Internal medicine

Image resolution

Speckle pattern

Optics

Velocimetry

Flow measurement

Artificial intelligence

Blood flow

Turbulence

Particle image velocimetry

Computer science

Computer vision

Medicine

Thermodynamics

Speckle imaging

Optica

Speckle-based methods are popular non-invasive, label-free full-field optical techniques for imaging blood flow maps at single vessel resolution with a high temporal resolution. However, conventional speckle approaches cannot provide an absolute velocity map with magnitude and direction. Here, we report an optical speckle image velocimetry (OSIV) technique for measuring the quantitative blood flow vector map by utilizing particle image velocimetry with speckle cross-correlations. We demonstrate that our OSIV instrument has a linearity range up to 7 mm/s, higher than conventional optical methods. Our method can measure the absolute flow vector map at up to 190 Hz without sacrificing image size, and it eliminates the need for a high-speed camera/detector. We applied OSIV to image the blood flow in a mouse brain, and as a proof of concept, imaged real-time dynamic changes in the cortical blood flow field during the stroke process in vivo . Our wide-field quantitative flow measurement OSIV method without the need of tracers provides a valuable tool for studying the healthy and diseased brain.

Quantitative blood flow estimation in vivo by optical speckle image velocimetry