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Published in: Journal of Artificial Organs 2/2012

01-06-2012 | Original Article

Eye-tracking analysis of skilled performance in clinical extracorporeal circulation

Authors: Yasuko Tomizawa, Hirotaka Aoki, Satoshi Suzuki, Toru Matayoshi, Ryohei Yozu

Published in: Journal of Artificial Organs | Issue 2/2012

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Abstract

The manipulation of extracorporeal circulation (ECC), which is performed by perfusionists during cardiovascular surgery, is a highly sophisticated cognitive process based on visual information obtained from information sources such as ECC indicators, surgeons, an operating field, a scrub nurse, surgical instruments, displays, patients, among others. An eye-tracking approach is expected to be a powerful means of automatic and rapid analysis. This paper presents the results of a pilot study in which an eye-tracking approach was applied to the analysis of ECC operation tasks conducted during real clinical cardiovascular surgery in the operating room. Eye-tracking data on four perfusionists were recorded while they were manipulating the ECC during a series of cardiovascular surgeries. The experience of the perfusionists ranged from 2 to 26+ years. Based on the data obtained, fixation-by-fixation cataloging of eye-tracking data in which each fixation was transcribed in timeline style was performed for each perfusionist. Gaze allocation tendencies during the surgeries for all four perfusionists were determined through a comparative analysis. It was noted that an expert engineer dispersed his attention more widely than did intermediate and novice perfusionists. Taking the results of the data analysis into consideration, we discuss the implications of well-skilled perfusionists’ performance during the manipulation of ECC, as well as the principles that guide how eye-tracking data obtained in real surgery should be processed. This is the first study on the application of an eye-tracking approach to the analysis of ECC operation tasks to be reported in the Japanese literature
Literature
1.
go back to reference Sawa Y, Tatsumi E, Funakubo A, Horiuchi T, Iwasaki K, Kishida A, Masuzawa T, Matsuda K, Myoui A, Nishimura M, Nishimura T, Tokunaga S, Tomizawa Y, Tomo T, Tsukiya T, Yamaoka T. Journal of Artificial Organs 2010: the year in review. J Artif Organs. 2011;14:1–8.CrossRef Sawa Y, Tatsumi E, Funakubo A, Horiuchi T, Iwasaki K, Kishida A, Masuzawa T, Matsuda K, Myoui A, Nishimura M, Nishimura T, Tokunaga S, Tomizawa Y, Tomo T, Tsukiya T, Yamaoka T. Journal of Artificial Organs 2010: the year in review. J Artif Organs. 2011;14:1–8.CrossRef
2.
go back to reference Tomizawa Y, Momose N, Matayoshi T. Extracorporeal circulation technical training DVD volume 1: basic operation and troubleshooting scenarios. J Artif Organs. 2009;12:278–82.PubMedCrossRef Tomizawa Y, Momose N, Matayoshi T. Extracorporeal circulation technical training DVD volume 1: basic operation and troubleshooting scenarios. J Artif Organs. 2009;12:278–82.PubMedCrossRef
3.
go back to reference Stoney WS, Alford WC Jr, Burrus GR. Air embolism and other accidents using pump oxygenators. Ann Thorac Surg. 1980;29:336–40.PubMedCrossRef Stoney WS, Alford WC Jr, Burrus GR. Air embolism and other accidents using pump oxygenators. Ann Thorac Surg. 1980;29:336–40.PubMedCrossRef
4.
go back to reference Aoki H, Itoh K, Tomizawa Y, Matayoshi T, Yozu R. Application of eye tracking approach to medical domain: eye-tracking analysis of skilled performance in pump-oxygenator artificial heart-lung machine operation. Presented at the 15th European Conf on Eye Movement; 2009. Aoki H, Itoh K, Tomizawa Y, Matayoshi T, Yozu R. Application of eye tracking approach to medical domain: eye-tracking analysis of skilled performance in pump-oxygenator artificial heart-lung machine operation. Presented at the 15th European Conf on Eye Movement; 2009.
5.
go back to reference Krupinski EA, Roehrig H. Pulmonary nodule detection and visual search: P45 and P104 monochrome versus color monitor displays. Acad Radiol. 2002;9:638–45.PubMedCrossRef Krupinski EA, Roehrig H. Pulmonary nodule detection and visual search: P45 and P104 monochrome versus color monitor displays. Acad Radiol. 2002;9:638–45.PubMedCrossRef
6.
go back to reference Law B, Atkins MS, Kirkpatrick AE, Lomax AJ. Eye gaze patterns differentiate novice and experts in a virtual laparoscopic surgery training environment. In: Proc Eye Tracking Research and Application Symp 2004. New York: ACM Press; 2004. p. 41–8. Law B, Atkins MS, Kirkpatrick AE, Lomax AJ. Eye gaze patterns differentiate novice and experts in a virtual laparoscopic surgery training environment. In: Proc Eye Tracking Research and Application Symp 2004. New York: ACM Press; 2004. p. 41–8.
7.
go back to reference Mello-Thoms C, Dunn S, Nodine CF, Kundel HL, Weinstein SP. The perception of breast cancer: what differentiates missed from reported cancers in mammography? Acad Radiol. 2002;9:1004–12.PubMedCrossRef Mello-Thoms C, Dunn S, Nodine CF, Kundel HL, Weinstein SP. The perception of breast cancer: what differentiates missed from reported cancers in mammography? Acad Radiol. 2002;9:1004–12.PubMedCrossRef
8.
go back to reference Segall N, Taekman JM, Mark JB, Hobbs G, Wright MC. Coding and visualizing eye tracking data in simulated anesthesia care. In: Proc 2007 Human Factors and Ergonomics Society Annual Meeting. Human Factors and Ergonomics Society; 2007. p. 765–9. Segall N, Taekman JM, Mark JB, Hobbs G, Wright MC. Coding and visualizing eye tracking data in simulated anesthesia care. In: Proc 2007 Human Factors and Ergonomics Society Annual Meeting. Human Factors and Ergonomics Society; 2007. p. 765–9.
9.
go back to reference Tchalenko J, Dempere-Marco L, Hu XP, Yang GZ. Quantitative analysis of eye control in surgical skill assessment. Presented at the 11th European Conf on Eye Movements; 2001. Tchalenko J, Dempere-Marco L, Hu XP, Yang GZ. Quantitative analysis of eye control in surgical skill assessment. Presented at the 11th European Conf on Eye Movements; 2001.
10.
go back to reference Aoki H, Suzuki S. Gaze metrics for efficient and safe operations of hemodialysis. In: Proc 7th Int Conf Methods and Techniques in Behavioral Research; 2010. p. 200–3. Aoki H, Suzuki S. Gaze metrics for efficient and safe operations of hemodialysis. In: Proc 7th Int Conf Methods and Techniques in Behavioral Research; 2010. p. 200–3.
11.
go back to reference Seagull FJ, Xiao Y, MacKenzie CF, Jaberi M, Dutton RP. Monitoring behavior: a pilot study using an ambulatory eye-tracker in surgical operating rooms. In: Proc 1999 Human Factors and Ergonomics Society Annu Meet. Human Factors and Ergonomics Society; 1999. p. 850–4. Seagull FJ, Xiao Y, MacKenzie CF, Jaberi M, Dutton RP. Monitoring behavior: a pilot study using an ambulatory eye-tracker in surgical operating rooms. In: Proc 1999 Human Factors and Ergonomics Society Annu Meet. Human Factors and Ergonomics Society; 1999. p. 850–4.
12.
go back to reference Rayner K. Eye movements in reading and information processing: 20 years of research. Psychol Bull. 1998;124:372–422.PubMedCrossRef Rayner K. Eye movements in reading and information processing: 20 years of research. Psychol Bull. 1998;124:372–422.PubMedCrossRef
Metadata
Title
Eye-tracking analysis of skilled performance in clinical extracorporeal circulation
Authors
Yasuko Tomizawa
Hirotaka Aoki
Satoshi Suzuki
Toru Matayoshi
Ryohei Yozu
Publication date
01-06-2012
Publisher
Springer Japan
Published in
Journal of Artificial Organs / Issue 2/2012
Print ISSN: 1434-7229
Electronic ISSN: 1619-0904
DOI
https://doi.org/10.1007/s10047-012-0630-z

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