Literature DB >> 28324927

Estimation of arterio-venous access blood flow in hemodialysis patients using video image processing technique.

Schantel Williams, Hannah Putnam, Israel Campos, Camille Johnson, Franz Kappel, Peter Kotanko.   

Abstract

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*103 vs 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.

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Year:  2016        PMID: 28324927     DOI: 10.1109/EMBC.2016.7590676

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  1 in total

1.  Quantification and Visualization of Reliable Hemodynamics Evaluation Based on Non-Contact Arteriovenous Fistula Measurement.

Authors:  Rumi Iwai; Takunori Shimazaki; Yoshifumi Kawakubo; Kei Fukami; Shingo Ata; Takeshi Yokoyama; Takashi Hitosugi; Aki Otsuka; Hiroyuki Hayashi; Masanobu Tsurumoto; Reiko Yokoyama; Tetsuya Yoshida; Shinya Hirono; Daisuke Anzai
Journal:  Sensors (Basel)       Date:  2022-04-02       Impact factor: 3.576

  1 in total

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