Quantifying the Learning Curve in Ultrasound-Guided Vascular Access: Proficiency Metrics of Self-Taught Axillary Vein Puncture for CIED Implantation
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Procedure
2.3. Outcomes
2.4. Statistical Analysis
3. Results
4. Discussion
Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| ALARA | as low as reasonably achievable |
| AVP | axillary vein puncture |
| CIED | cardiac implantable electronic device |
| CRTD | cardiac resynchronization therapy device |
| CVC | cephalic vein cutdown |
| ICD | implantable cardioverter defibrillator |
| PPM | permanent pacemaker |
| SVP | subclavian vein puncture |
| US | ultrasound |
References
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| Procedure Type | Before (n = 84) | After (n = 455) |
|---|---|---|
| New Implantation | 73 | 400 |
| Upgrade | 4 | 12 |
| Extraction, Revision or Replacement | 7 | 43 |
| Venous Access Site | Before (n = 78) | After (n = 417) |
|---|---|---|
| Left CVC | 25 (32%) | 21 (5%) |
| Right CVC | 3 (3.8%) | 0 |
| Subclavian vein puncture | 4 (5.1%) | 4 (1%) |
| Fluoroscopically guided AVP | 46 (59%) | 13 (3.1%) |
| Left US-guided AVP | 0 | 371 (89%) |
| Right US-guided AVP | 0 | 8 (1.9%) |
| Implantation Period | 6 mo | 6–12 mo | 12–18 mo | 18–24 mo | 24–30 mo | 30–36 mo |
|---|---|---|---|---|---|---|
| Success rate (%) | 56/67 (84%) | 62/65 (95%) | 67/71 (94%) | 61/64 (95%) | 65/66 (98%) | 66/67 (98%) |
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© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
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Vrachatis, D.A.; Papathanasiou, K.A.; Anagnostopoulos, I.; Giotaki, S.G.; Kousta, M.; Karavasilis, C.; Piperis, C.; Tolios, P.; Kaoukis, A.; Raisakis, K.; et al. Quantifying the Learning Curve in Ultrasound-Guided Vascular Access: Proficiency Metrics of Self-Taught Axillary Vein Puncture for CIED Implantation. Med. Sci. 2026, 14, 115. https://doi.org/10.3390/medsci14010115
Vrachatis DA, Papathanasiou KA, Anagnostopoulos I, Giotaki SG, Kousta M, Karavasilis C, Piperis C, Tolios P, Kaoukis A, Raisakis K, et al. Quantifying the Learning Curve in Ultrasound-Guided Vascular Access: Proficiency Metrics of Self-Taught Axillary Vein Puncture for CIED Implantation. Medical Sciences. 2026; 14(1):115. https://doi.org/10.3390/medsci14010115
Chicago/Turabian StyleVrachatis, Dimitrios A., Konstantinos A. Papathanasiou, Ioannis Anagnostopoulos, Sotiria G. Giotaki, Maria Kousta, Christos Karavasilis, Christos Piperis, Panagiotis Tolios, Andreas Kaoukis, Konstantinos Raisakis, and et al. 2026. "Quantifying the Learning Curve in Ultrasound-Guided Vascular Access: Proficiency Metrics of Self-Taught Axillary Vein Puncture for CIED Implantation" Medical Sciences 14, no. 1: 115. https://doi.org/10.3390/medsci14010115
APA StyleVrachatis, D. A., Papathanasiou, K. A., Anagnostopoulos, I., Giotaki, S. G., Kousta, M., Karavasilis, C., Piperis, C., Tolios, P., Kaoukis, A., Raisakis, K., Giannopoulos, G., Papaioannou, T. G., Siasos, G., & Deftereos, S. (2026). Quantifying the Learning Curve in Ultrasound-Guided Vascular Access: Proficiency Metrics of Self-Taught Axillary Vein Puncture for CIED Implantation. Medical Sciences, 14(1), 115. https://doi.org/10.3390/medsci14010115

