Elicitation of Diagnosis Strategy During Scanning Chest X-Rays from Eye Tracking Stimulated Retrospections

Hirotaka Aoki, Koji Morishita, Marie Takahashi, Rea Machida, Kousuke Hirata, Atsushi Kudoh, Tsuyoshi Shirai
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Abstract

In the present paper, we apply a debriefing technique aided by eye movement recordings to elicitation of clinical reasoning processes during chest x-rays diagnosis. It can be expected that this technique allows us to obtain elaborated information regarding hidden cognitive processes compared to conventional verbal protocol approach. Two experiments where medical tasks of 20 medical doctors (10 majoring in radiology/ respiratology and 10 majoring in surgery/acute medicine) on diagnosis of chest x-rays images were recorded with a video camera and an eye tracking system were performed. In the first experiment, each one of 5 chest x-rays having four patterns of cancer, pneumonia, normal and others were shown. A participant was asked to make his/her diagnosis decisions about whether each of chest x-rays. Immediately afterwards, a debriefing where each eye tracking recording was used as a cue to verbalize the participant’s implicit diagnosis processes was conducted. In the second experiment, a comparative diagnosis on the current patient’s status was carried out. Five pairs of x-rays images were shown to each participant. In each pair, one was a current image and the other one was an image taken a year ago. The participant examined the current patient’s status by identifying small changes with time. The debriefing stimulated by eye movement recordings was performed just after the task. Based on the verbal protocols form the debriefing session, each participant’s reasoning processes were traced. The results indicated that there were mainly four effective reasoning strategies as followings: Postponement of lung field interpretation, avoidance of preconception by applying redundant scanning rule, critical area revisited, and complying with one’s mental check-list at any moment. At the same time, one problematic strategy was also identified that can be named as “single lesion focusing strategy.” Based on all results as well as implications obtained, we discuss insights relating to effective medical reasoning processes as well as validity of verbal protocols/comments on eye mark recordings.
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眼动追踪刺激回顾对胸部x线扫描诊断策略的启发
在本文中,我们应用了一种由眼动记录辅助的汇报技术,以引出胸部x线诊断期间的临床推理过程。可以预期,与传统的口头协议方法相比,这种技术使我们能够获得有关隐藏认知过程的详细信息。用摄像机和眼动追踪系统记录20名医生(10名放射学/呼吸学专业和10名外科/急症医学专业)对胸部x线图像诊断的医疗任务。在第一个实验中,5张胸部x光片中的每一张都显示了癌症、肺炎、正常和其他四种模式。参与者被要求做出他/她的诊断决定是否每个胸部x光片。紧接着,进行了一次汇报,其中每个眼动追踪记录被用作线索,以口头表达参与者的内隐诊断过程。在第二个实验中,对当前患者的状态进行对比诊断。研究人员向每位参与者展示了五对x射线图像。在每一对照片中,一张是当前的照片,另一张是一年前拍摄的照片。参与者通过识别随时间的微小变化来检查当前患者的状态。通过眼动记录刺激的汇报在任务结束后进行。根据汇报环节的口头协议,追踪每个参与者的推理过程。结果表明,有效的推理策略主要有四种:延迟肺野判读、应用冗余扫描规则避免先入为主、重访关键区域、随时遵从心理检查表。同时,我们还发现了一个有问题的策略,即“单一病灶聚焦策略”。基于所有结果以及所获得的影响,我们讨论了与有效的医学推理过程以及对眼痕记录的口头协议/评论的有效性有关的见解。
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