{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T04:29:58Z","timestamp":1770697798190,"version":"3.49.0"},"reference-count":37,"publisher":"MDPI AG","issue":"2","license":[{"start":{"date-parts":[[2022,1,15]],"date-time":"2022-01-15T00:00:00Z","timestamp":1642204800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>A venipuncture is the most common non-invasive medical procedure, and is frequently used with patients; however, a high probability of post-injection complications accompanies intravenous injection. The most common complication is a hematoma, which is associated with puncture of the uppermost and lowermost walls. To simplify and reduce complications of the venipuncture procedure, and as well as automation of this process, a device that can provide information of the needle tip position into patient\u2019s tissues needs to be developed. This paper presents a peripheral vascular puncture control system based on electrical impedance measurements. A special electrode system was designed to achieve the maximum sensitivity for puncture identification using a traditional needle, which is usually used in clinical practice. An experimental study on subjects showed that the electrical impedance signal changed significantly once the standard needle entered the blood vessel. On basis of theoretical and experimental studies, a decision rule of puncture identification based on the analysis of amplitude-time parameters of experimental signals was proposed. The proposed method was tested on 15 test and 9 control samples, with the results showing that 97% accuracy was obtained.<\/jats:p>","DOI":"10.3390\/s22020665","type":"journal-article","created":{"date-parts":[[2022,1,16]],"date-time":"2022-01-16T20:45:21Z","timestamp":1642365921000},"page":"665","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Smart Bio-Impedance-Based Sensor for Guiding Standard Needle Insertion"],"prefix":"10.3390","volume":"22","author":[{"given":"Ivan","family":"Kudashov","sequence":"first","affiliation":[{"name":"Department of Medical and Technical Information Technology, Bauman Moscow State Technical University, 105005 Moscow, Russia"}]},{"given":"Sergey","family":"Shchukin","sequence":"additional","affiliation":[{"name":"Department of Medical and Technical Information Technology, Bauman Moscow State Technical University, 105005 Moscow, Russia"}]},{"given":"Mugeb","family":"Al-harosh","sequence":"additional","affiliation":[{"name":"Department of Medical and Technical Information Technology, Bauman Moscow State Technical University, 105005 Moscow, Russia"}]},{"given":"Andrew","family":"Shcherbachev","sequence":"additional","affiliation":[{"name":"Department of Medical and Technical Information Technology, Bauman Moscow State Technical University, 105005 Moscow, Russia"}]}],"member":"1968","published-online":{"date-parts":[[2022,1,15]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Kramme, R., Hoffmann, K.-P., and Pozos, R.S. 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