Learning curves for cardiothoracic and vascular surgical procedures – a systematic review

References

• Feldman LS, Cao J, Andalib A, et al. A method to characterize the learning curve for performance of a fundamental laparoscopic simulator task: defining “learning plateau” and “learning rate”. Surgery 2009;146:381–6
   PubMed Web of Science ®Google Scholar
• Khan N, Abboudi H, Khan MS, et al. Measuring the surgical ‘learning curve’: methods, variables and competency. BJU Int 2014;113:504–8
   PubMed Web of Science ®Google Scholar
• Cohen MS, Jacobs JP, Quintessenza JA, et al. Mentorship, learning curves, and balance. Cardiol Young 2007;17:164–74
   PubMed Web of Science ®Google Scholar
• Novick RJ, Fox SA, Stitt LW, et al. Assessing the learning curve in off-pump coronary artery surgery via CUSUM failure analysis. Ann Thorac Surg 2002;73:S358–62
   PubMed Web of Science ®Google Scholar
• Une D, Lapierre H, Sohmer B, et al. Can Cardiac Surgeons Safely Initiate and Practice Minimally Invasive Coronary Artery Bypass Grafting? 13th ISMICS Annual Scientific Meeting; June 2013. Available from http://meetings.ismics.org/abstracts/2013/C14.cgi. Accessed on 24 August 2013
   Google Scholar
• Halkos ME, Baio K, Devireddy C, et al. Lessons Learned From Robotic-Assisted Coronary Artery Bypass Surgery: Risk Factors For Conversion to Median Sternotomy. Available from http://meetings.ismics.org/abstracts/2012-Cardiac-Track-Day-Program-Overview.cgi#aCMP28. Accessed on 24 August 2013
   Google Scholar
• Hemli JM, Henn LW, Panetta CR, et al. Defining the learning curve for robotic-assisted endoscopic harvesting of the left internal mammary artery. 13th ICSMICS Annual Scientific Meeting: Poster. Available from http://meetings.ismics.org/abstracts/2013/P3.cgi. Accessed on 24 August 2013
   Google Scholar
• Song MH, Tajima K, Watanabe T, et al. Learning curve of coronary surgery by a cardiac surgeon in Japan with the use of cumulative sum analysis. Jpn J Thorac Cardiovasc Surg 2005;53:551–6
   PubMedGoogle Scholar
• Donias HW, Schwartz T, Tang DG, et al. A porcine beating heart model for robotic coronary artery surgery. Heart Surg Forum 2003;6:249–53
   PubMed Web of Science ®Google Scholar
• Caputo M, Reeves BC, Rogers CA, et al. Monitoring the performance of residents during training in off-pump coronary surgery. J Thorac Cardiovasc Surg 2004;128:907–15
   PubMed Web of Science ®Google Scholar
• Chen Y, Wan F. Off-pump coronary artery bypass graft surgery: a training course for novices and its learning curve. Thorac Cardiovasc Surg 2009;57:141–7
   PubMed Web of Science ®Google Scholar
• Fleck T, Tschernko E, Hutschala D, et al. Total endoscopic CABG using robotics on beating heart. Heart Surg Forum 2005;8:E266–8
   PubMed Web of Science ®Google Scholar
• Bonatti J, Schachner T, Bonaros N, et al. Effectiveness and safety of total endoscopic left internal mammary artery bypass graft to the left anterior descending artery. Am J Cardiol 2009;104:1684–8
   PubMed Web of Science ®Google Scholar
• Desai PH, Brown AK, Ng A, et al. Institutional learning curve in minimally invasive coronary artery bypass grafting. Innovations (Phila) 2010;5:218–19
   Google Scholar
• Shapira OM, Eskenazi B, Murphy R, et al. Endoscopic radial artery harvest for coronary artery bypass grafting: initial clinical experience. Heart Surg Forum 2004;7:E411–15
   PubMed Web of Science ®Google Scholar
• Vaidyanathan KR, Sankar MN, Cherian KM. Endoscopic vs conventional vein harvesting: a prospective analysis. Asian Cardiovasc Thorac Ann 2008;16:134–8
   PubMedGoogle Scholar
• Gurvitch R, Tay EL, Wijesinghe N, et al. Transcatheter aortic valve implantation: lessons from the learning curve of the first 270 high-risk patients. Catheter Cardiovasc Interv 2011;78:977–84
   PubMed Web of Science ®Google Scholar
• Alli OO, Booker JD, Lennon RJ, et al. Transcatheter aortic valve implantation: assessing the learning curve. JACC Cardiovasc Interv 2012;5:72–9
   PubMed Web of Science ®Google Scholar
• Wendler O, Walther T, Schroefel H, et al. The SOURCE Registry: what is the learning curve in trans-apical aortic valve implantation? Eur J Cardiothorac Surg 2011;39:853–9; discussion 9-60
   PubMed Web of Science ®Google Scholar
• Hayashida K, Lefèvre T, Chevalier B, et al. True percutaneous approach for transfemoral aortic valve implantation using the Prostar XL device: impact of learning curve on vascular complications. JACC Cardiovasc Interv 2012;5:207–14
   PubMed Web of Science ®Google Scholar
• Ruiz Ortiz M, Delgado M, Mesa D, et al. Autograft failure during follow-up after the Ross procedure: predictive factors in a prospective series. Rev Esp Cardiol 2010;63:1092–5
   PubMed Web of Science ®Google Scholar
• Murzi M, Cerillo AG, Bevilacqua S, et al. Traversing the learning curve in minimally invasive heart valve surgery: a cumulative analysis of an individual surgeon’s experience with a right minithoracotomy approach for aortic valve replacement. Eur J Cardiothorac Surg 2012;41:1242–6
   PubMed Web of Science ®Google Scholar
• Cerillo A, Bevilacqua S, Miceli A, et al. Minimally invasive mitral valve surgery can be safely taught to young surgeon. Innovations (Phila) 2011;6:160–1
   Google Scholar
• Holzhey DM, Seeburger J, Misfeld M, et al. Learning minimally invasive mitral valve surgery: a cumulative sum sequential probability analysis of 3895 operations from a single high-volume center. Circulation 2013;128:483–91
   PubMed Web of Science ®Google Scholar
• Yaffee DW, Loulmet DM, Kelly L, et al. Can the Learning Curve of Totally Endoscopic Robotic Mitral Valve Repair be Short-Circuited? ISMICS Annual Scientific Meeting; June 2013; Meeting: CMP 34 Available from http://meetings.ismics.org/abstracts/2013-Cardiac-Track-Day-Program-Overview.cgi#aC14
   Google Scholar
• Charland PJ, Robbins T, Rodriguez E, et al. Learning curve analysis of mitral valve repair using telemanipulative technology. J Thorac Cardiovasc Surg 2011;142:404–10
   PubMed Web of Science ®Google Scholar
• Schillinger W, Athanasiou T, Weicken N, et al. Impact of the learning curve on outcomes after percutaneous mitral valve repair with MitraClip and lessons learned after the first 75 consecutive patients. Eur J Heart Fail 2011;13:1331–9
   PubMed Web of Science ®Google Scholar
• Meyer M, Gharagozloo F, Tempesta B, Margolis M, Strother E, Christenson D. The learning curve of robotic lobectomy. Int J Med Robot 2012;8:448–52
   PubMed Web of Science ®Google Scholar
• Zhao H, Bu L, Yang F, et al. Video-assisted thoracoscopic surgery lobectomy for lung cancer: the learning curve. World J Surg 2010;34:2368–72
   PubMed Web of Science ®Google Scholar
• Amer K. VATS major pulmonary resections: defining the learning curve. Innovations (Phila) 2010;5:221
   Google Scholar
• Khan AZ, Amer K. Vats lobectomy: assisting during your consultant’s learning curve reduces trainees learning curve significantly. Innovations (Phila) 2009;4:148–9
   Google Scholar
• Wright GM. Video-assisted thoracoscopic pulmonary resections - The Melbourne experience. Ann Cardiothorac Surg 2012;1:11–15
   PubMedGoogle Scholar
• Riga CV, Bicknell CD, Sidhu R, et al. Advanced catheter technology: is this the answer to overcoming the long learning curve in complex endovascular procedures. Eur J Vasc Endovasc Surg 2011;42:531–8
   PubMed Web of Science ®Google Scholar
• Boyle E, O’Keeffe DA, Naughton PA, et al. The importance of expert feedback during endovascular simulator training. J Vasc Surg 2011;54:240–248.e1
   PubMed Web of Science ®Google Scholar
• Fourneau I, Lerut P, Sabbe T, et al. The learning curve of totally laparoscopic aortobifemoral bypass for occlusive disease. How many cases and how safe? Eur J Vasc Endovasc Surg 2008;35:723–9
   PubMed Web of Science ®Google Scholar
• Novotny T, Dvorak M, Staffa R. The learning curve of robot-assisted laparoscopic aortofemoral bypass grafting for aortoiliac occlusive disease. J Vasc Surg 2011;53:414–20
   PubMed Web of Science ®Google Scholar
• Bijuklic K, Tübler T, Wandler A, et al. Carotid artery stenting, what can be learned after more than 1,000 patients: a single centre single operator experience. EuroIntervention 2011;7:820–7
   PubMed Web of Science ®Google Scholar
• Verzini F, Cao P, De Rango P, et al. Appropriateness of learning curve for carotid artery stenting: an analysis of periprocedural complications. J Vasc Surg 2006;44:1205–11; discussion 11-2
   PubMed Web of Science ®Google Scholar
• Brothers TE. Initial experience with eversion carotid endarterectomy: absence of a learning curve for the first 100 patients. J Vasc Surg 2005;42:429–34
   PubMed Web of Science ®Google Scholar
• Cai Q, Li Y, Xu G, Sun W, et al. Learning curve for intracranial angioplasty and stenting in single center. Catheter Cardiovasc Interv 2014;83:E94–100
   PubMed Web of Science ®Google Scholar
• Forbes TL, Chu MW, Lawlor DK, et al. Learning curve analysis of thoracic endovascular aortic repair in relation to credentialing guidelines. J Vasc Surg 2007;46:218–22
   PubMed Web of Science ®Google Scholar
• Bechara CF, Barshes NR, Pisimisis G, et al. Predicting the learning curve and failures of total percutaneous endovascular aortic aneurysm repair. J Vasc Surg 2013;57:72–6
   PubMed Web of Science ®Google Scholar
• Resnic FS, Wang TY, Arora N, et al. Quantifying the learning curve in the use of a novel vascular closure device: an analysis of the NCDR (National Cardiovascular Data Registry) CathPCI registry. JACC Cardiovasc Interv 2012;5:82–9
   PubMed Web of Science ®Google Scholar
• Lupattelli T, Bellagamba G, Righi E, et al. Feasibility and safety of endovascular treatment for chronic cerebrospinal venous insufficiency in patients with multiple sclerosis. J Vasc Surg 2013;58:1609–18
   PubMed Web of Science ®Google Scholar
• Bubolz B, Case CL, McKay CA, et al. Learning curve for radiofrequency catheter ablation in pediatrics at a single institution. Am Heart J 1996;131:956–60
   PubMed Web of Science ®Google Scholar
• Gist K, Tigges C, Smith G, et al. Learning curve for zero-fluoroscopy catheter ablation of AVNRT: early versus late experience. Pacing Clin Electrophysiol 2011;34:264–8
   PubMed Web of Science ®Google Scholar
• Brunelli M, Raffa S, Große A, et al. Influence of the anatomic characteristics of the pulmonary vein ostium, the learning curve, and the use of a steerable sheath on success of pulmonary vein isolation with a novel multielectrode ablation catheter. Europace 2012;14:331–40
   PubMed Web of Science ®Google Scholar
• Bai R, DI Biase L, Valderrabano M, Lorgat F, et al. Worldwide experience with the robotic navigation system in catheter ablation of atrial fibrillation: methodology, efficacy and safety. J Cardiovasc Electrophysiol 2012;23:820–6
   PubMed Web of Science ®Google Scholar
• Buergler JM, Alam S, Spencer W, et al. Initial experience with alcohol septal ablation using a novel magnetic navigation system. J Interv Cardiol 2007;20:559–63
   PubMedGoogle Scholar
• De Ponti R, Marazzi R, Doni LA, et al. Simulator training reduces radiation exposure and improves trainees’ performance in placing electrophysiologic catheters during patient-based procedures. Heart Rhythm 2012;9:1280–5
   PubMed Web of Science ®Google Scholar
• Bonaros N, Schachner T, Oehlinger A, et al. Robotically assisted totally endoscopic atrial septal defect repair: insights from operative times, learning curves, and clinical outcome. Ann Thorac Surg 2006;82:687–93
   PubMed Web of Science ®Google Scholar
• de Leval MR, Francois K, Bull C, et al. Analysis of a cluster of surgical failures application to a series of neonatal arterial switch operations. J Thorac Cardiovasc Surg 1994;107:914–23
   PubMed Web of Science ®Google Scholar
• Clavien PA, Sanabria JR, Strasberg SM. Proposed classification of complications of surgery with examples of utility in cholecystectomy. Surgery 1992;111:518–26
   PubMed Web of Science ®Google Scholar
• Bakaeen FG, Dhaliwal AS, Chu D, et al. Does the level of experience of residents affect outcomes of coronary artery bypass surgery? Ann Thorac Surg 2009;87:1127–33; discussion 1133-4
   PubMed Web of Science ®Google Scholar
• Huesch MD, Sakakibara M. Forgetting the learning curve for a moment: how much performance is unrelated to own experience? Health Econ 2009;18:855–62
   PubMed Web of Science ®Google Scholar
• Elbardissi AW, Duclos A, Rawn JD, et al. Cumulative team experience matters more than individual surgeon experience in cardiac surgery. J Thorac Cardiovasc Surg 2013;145:328–33
   PubMed Web of Science ®Google Scholar
• Fallon WF, Wears RL, Tepas JJ. Resident supervision in the operating room: does this impact on outcome? J Trauma 1993;35:556–60; discussion 560-1
   PubMedGoogle Scholar
• Pettinari M, Sergeant P, Meuris B. Quantification of operational learning in off-pump coronary bypass. Eur J Cardiothorac Surg 2013;43:709–14
   PubMed Web of Science ®Google Scholar
• Pandey VA, Wolfe JH. Expanding the use of simulation in open vascular surgical training. J Vasc Surg 2012;56:847–52
   PubMed Web of Science ®Google Scholar
• Bristol Royal Infirmary Inquiry. Care in the Operating Theatre and the "Learning Curve" July 2001. Available from http://www.bristol-inquiry.org.uk/final_report/annex_a/chapter_14_.htm. Accessed on 24 August 2013
   Google Scholar