Estimation of arterio-venous access blood flow in hemodialysis patients using video image processing technique.
Assessment of arterio-venous fistula (AVF) blood flow (ABF) is vital in hemodialysis (HD) patients. Currently, no non-invasive and contact-free technique is available to accurately measure ABF in routine clinical practice. In this study, we developed a novel approach using video image processing (VIP) to measure the change in optic flow in the skin. We the tested the hypothesis that the change in optical flow, expressed as the change in pixels between consecutive frames, is related to ABF. We recorded AVF videos in 40 HD patients using a digital camera and processed them by VIP technique. We then compared the actual ABF as measured by routine online clearance (ABFOLC) and the amplitude (AMP) of optical flow. Technical and procedural errors rendered VIP invalid in 13 patients. In the remaining 27 patients the optical flow AMP was significantly lower in patients with low (<;900 ml/min) ABFOLC compared to patients with normal (≥900 ml/min) ABFOLC (AMP 3.4±1*103vs 5.2±1.4 *103[pixels], p<;0.01). In these 27 patients AMP correlated with ABFOLC (R2=0.71, p<;0.0001). While more extensive research is necessary, these preliminary results indicate the potential usefulness of the VIP technique to identify low ABF.
Fansan Zhu
Schantel
S
Williams
Hannah
H
Putnam
Israel
I
Campos
Jie Ma
Camille
C
Johnson
Franz
F
Kappel
Peter
P
Kotanko
D001164:Arteriovenous Fistula / Q000503:physiopathology*; D005260:Female; D006801:Humans; D007091:Image Processing, Computer-Assisted; D008297:Male; D008875:Middle Aged; D009862:Online Systems; D012039:Regional Blood Flow; D006435:Renal Dialysis; D012815:Signal Processing, Computer-Assisted; D013057:Spectrum Analysis; D014741:Video Recording