Verification of AVF Stenosis Using Luminance Conversion by Non-contact Measurement Method

被引:0
作者
Shimazaki, Takunori [1 ]
Iwai, Rumi [2 ]
Hyry, Jaakko [3 ]
Kawakubo, Yoshifumi [1 ]
Fukuhara, Masashi [4 ]
Aono, Hiroki [4 ]
Ata, Shingo [5 ]
Yokoyama, Takeshi [2 ]
Anzai, Daisuke [3 ]
机构
[1] Jikei Univ Hlth Care Sci, Dept Clin Engn, Osaka, Japan
[2] Kyushu Univ, Fac Dent Sci, Dept Dent Anesthesiol, Fukuoka, Japan
[3] Nagoya Inst Technol, Grad Sch Engn, Nagoya, Aichi, Japan
[4] Shikoku Cent Hosp, Dept Clin Engn, Mutual Aid Assoc Publ Sch Teachers, Shikoku, Ehime, Japan
[5] Osaka Metropolitan Univ, Grad Sch Informat, Osaka, Japan
来源
2024 18TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION AND COMMUNICATION TECHNOLOGY, ISMICT 2024 | 2024年
关键词
Hemodialysis; AVF; Stenosis; Non-contact Measurement;
D O I
10.1109/ISMICT61996.2024.10738170
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Hemodialysis therapy is an extracorporeal circulatory therapy that substitutes kidney function. At the beginning of therapy, special vessels called arterio-venous fistula (AVF) should be created, which puncture the dilated veins and allow for stable treatment. However, as they are prone to stenosis, a stethoscope is usually used to confirm the procedure before treatment. Although this method is simple and reliable, there are several critical issues to be resolved, such as missed stenosis sounds and difficulties in quantification. In our previous study, we proposed a new non-contact method to quantitatively confirm the AVF state using optical technology. In this study, the same method was used to represent the process from normal state to intense stenosis state in one hemodialysis patient using luminance and grayscale transformation to express the state of blood flow in colour, whose feasibility was verified through multiple comparison tests with ultrasound equipment. The results showed that in the multiple comparison test with Honest Significant Difference, all pairs without significant differences; however, there was a predominant difference between normal and intense stenosis on June 29 (II) and July 25 (V) (p = 0.038). On July 20, when mild stenosis was confirmed by ultrasound equipment findings, stenosis could be determined visually by the luminance and tone conversion. In the quartile evaluation by measurement date, the difference between the first and third quartiles was large on March 7 and June 29, and gradually decreased from June 6. This was considered to reflect the increase in internal pressure with the progression of stenosis and the suppression of venous wall pulsation due to the progression of vessel wall elongation. These results indicated that this method has the potential to visualise the stenosis site.
引用
收藏
页码:74 / 77
页数:4
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