PMID- 35490209 OWN - NLM STAT- MEDLINE DCOM- 20220503 LR - 20220716 IS - 1471-2377 (Electronic) IS - 1471-2377 (Linking) VI - 22 IP - 1 DP - 2022 Apr 30 TI - Assessment of the mental workload of trainee pilots of remotely operated aircraft using functional near-infrared spectroscopy. PG - 160 LID - 10.1186/s12883-022-02683-5 [doi] LID - 160 AB - BACKGROUND: Operating an aircraft is associated with a large mental workload; however, knowledge of the mental workload of ROV operators is limited. The purpose of this study was to establish a digital system for assessing the mental workload of remotely operated vehicle (ROV) operators using hemodynamic parameters, and compare results of different groups with different experience levels. METHOD: Forty-one trainee pilots performed flight tasks once daily for 5 consecutive days in a flight simulation. Forty-five pilots experienced pilots and 68 experienced drivers were also included. Hemodynamic responses were measured by functional near-infrared spectroscopy (fNIRS). RESULTS: The median duration of peak oxyhemoglobin was 147.13 s (interquartile range [IQR] 21.97, 401.70 s) in the left brain and 180.74 s (IQR 34.37, 432.01 s) in the right brain in the experienced pilot group, and 184.42 s (IQR 3.41, 451.81 s) on day 5 in the left brain and 160.30 s (IQR 2.62, 528.20 s) in the right brain in the trainee group. CONCLUSION: Navigation training reduces peak oxyhemoglobin duration, and may potentially be used as a surrogate marker for mental workload of ROV operators. Peak oxyhemoglobin concentration during s task may allow development of a simplified scheme for optimizing flight performance based on the mental workload of a pilot. CI - (c) 2022. The Author(s). FAU - Tang, Liya AU - Tang L AD - Department of Neurology, the First Medical Centre of Chinese PLA General Hospital, Haidian District, No.28 Fuxing Road, Beijing, 100089, China. FAU - Si, Juanning AU - Si J AD - School of Instrumentation Science and Opto-Electronics Engineering, Beijing Information Science and Technology University, Beijing, China. FAU - Sun, Lei AU - Sun L AD - Department of Biomedical Engineering, The HongKong Poly Hung Home, HongKong Special Administrative Region, Hung Hom, Hong Kong. FAU - Mao, Gengsheng AU - Mao G AD - Department of Neurovascular Surgery, the Third Medical Centre of Chinese, PLA General Hospital, Beijing, China. FAU - Yu, Shengyuan AU - Yu S AD - Department of Neurology, the First Medical Centre of Chinese PLA General Hospital, Haidian District, No.28 Fuxing Road, Beijing, 100089, China. yusy1963@126.com. LA - eng GR - KM202011232008/Beijing Municipal Education Commission Science and Technology Program/ PT - Journal Article DEP - 20220430 PL - England TA - BMC Neurol JT - BMC neurology JID - 100968555 RN - 0 (Oxyhemoglobins) SB - IM MH - Aircraft MH - Humans MH - Oxyhemoglobins MH - *Pilots MH - Spectroscopy, Near-Infrared/methods MH - Workload PMC - PMC9055770 OTO - NOTNLM OT - Brain OT - Deoxyhemoglobin OT - Flight performance OT - Functional near-infrared spectroscopy OT - Mental workload OT - Oxyhemoglobin OT - Remotely operated vehicle operators OT - fNIRS COIS- The authors declare that they have no competing interests. EDAT- 2022/05/01 06:00 MHDA- 2022/05/04 06:00 PMCR- 2022/04/30 CRDT- 2022/04/30 23:22 PHST- 2022/01/04 00:00 [received] PHST- 2022/04/20 00:00 [accepted] PHST- 2022/04/30 23:22 [entrez] PHST- 2022/05/01 06:00 [pubmed] PHST- 2022/05/04 06:00 [medline] PHST- 2022/04/30 00:00 [pmc-release] AID - 10.1186/s12883-022-02683-5 [pii] AID - 2683 [pii] AID - 10.1186/s12883-022-02683-5 [doi] PST - epublish SO - BMC Neurol. 2022 Apr 30;22(1):160. doi: 10.1186/s12883-022-02683-5.