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Physiological correlates of cognitive load in laparoscopic surgery.

ABSTRACT: Laparoscopic surgery can be exhausting and frustrating, and the cognitive load experienced by surgeons may have a major impact on patient safety as well as healthcare economics. As cognitive load decreases with increasing proficiency, its robust assessment through physiological data can help to develop more effective training and certification procedures in this area. We measured data from 31 novices during laparoscopic exercises to extract features based on cardiac and ocular variables. These were compared with traditional behavioural and subjective measures in a dual-task setting. We found significant correlations between the features and the traditional measures. The subjective task difficulty, reaction time, and completion time were well predicted by the physiology features. Reaction times to randomly timed auditory stimuli were correlated with the mean of the heart rate ([Formula: see text]) and heart rate variability ([Formula: see text]). Completion times were correlated with the physiologically predicted values with a correlation coefficient of 0.84. We found that the multi-modal set of physiology features was a better predictor than any individual feature and artificial neural networks performed better than linear regression. The physiological correlates studied in this paper, translated into technological products, could help develop standardised and more easily regulated frameworks for training and certification.

SUBMITTER: Zakeri Z

PROVIDER: S-EPMC7395129 | biostudies-literature | 2020 Jul

REPOSITORIES: biostudies-literature

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Physiological correlates of cognitive load in laparoscopic surgery.

Zakeri Zohreh Z Mansfield Neil N Sunderland Caroline C Omurtag Ahmet A

Scientific reports 20200731 1

Laparoscopic surgery can be exhausting and frustrating, and the cognitive load experienced by surgeons may have a major impact on patient safety as well as healthcare economics. As cognitive load decreases with increasing proficiency, its robust assessment through physiological data can help to develop more effective training and certification procedures in this area. We measured data from 31 novices during laparoscopic exercises to extract features based on cardiac and ocular variables. These w ...[more]

PMID: 32737352

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Project description:Fast-track surgery (FTS), a multimodal rehabilitation technique, has been recommended as surgical therapy for colorectal cancer. The objective of the present study was to compare the outcomes of FTS and conventional laparoscopic surgery. This study was a blinded randomized trial. A total of 70 patients with colorectal cancer were divided into two groups and underwent laparoscopic colorectal resection. The FTS group consisted of 31 patients and the control group consisted of 39 patients. Protocols for the treatment of the FTS group included skipping pre-operative mechanical bowel preparation, early restoration of diet and early post-operative ambulation. Outcome measures, length of hospital stay, post-operative surgical stress response [C-reactive protein (CRP)] and post-operative complications were compared between the two groups. The average length of total hospital stay for the FTS and the control groups was 5.9±0.8 and 10.9±1.3 days, respectively (P<0.05), and the length of post-operative hospital stay for the FTS and control group was 4.3±0.8 and 8.0±1.1 days, respectively. (P<0.05) First flatus time for the FTS and control groups was 1.6±0.8 and 2.5±0.9 days, respectively (P<0.05). Defecation time for the FTS and control groups was 2.2±0.7 and 4.5±0.7 days, respectively (P<0.05). The time to restoration of a solid diet also showed a significant difference between the FTS and control groups (1.1±0.3 vs. 3.6±0.9 days; P<0.05). Following surgery, due to post-operative surgical stress, the two groups CRP levels increased significantly, but the levels of the FTS group were lower than those of the conventional control group (P<0.05). There was no difference in post-operative complications between the FTS and control groups. This study confirms that FTS shortens hospital stay and accelerates the recovery of bowel function without increase of post-operative complications. FTS is safe, improves post-operative recovery and is a better option than conventional laparoscopic surgery for treating colorectal cancer patients.

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Physiological correlates of cognitive load in laparoscopic surgery.

Publications

Physiological correlates of cognitive load in laparoscopic surgery.

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