Graduate School of Information Sciences, Hiroshima City University, 3-4-1 Ozukahigashi, Asaminami-ku, Hiroshima, Hiroshima 731-3194, Japan.
Wearable Media Laboratory, eRCC Co. Ltd., 21-3 Motomachi, Naka-ku, Hiroshima, Hiroshima 730-8504, Japan.
J Healthc Eng. 2018 Feb 12;2018:6161525. doi: 10.1155/2018/6161525. eCollection 2018.
Gastric cancer patients having undergone gastrectomy are at a high risk of becoming malnourished owing to decreased gastric function. To prevent malnutrition, patients need to thoroughly chew a mouthful of food at least 30 times. For these gastrectomy patients requiring dietary support, we developed a chewing-count measurement device named earable RCC using an earphone-type sensor. Experiments to evaluate the performance of this device were conducted on six healthy volunteers who participated in "gum-chewing tests" and "almond-eating tests." The precision calculated based on the results was ≥0.958, indicating that the earphone-type chewing-count measurement device could experimentally distinguish chewing from other actions. In addition, the recall calculated from the test results was ≥0.937, showing that the device does not miss chewing actions and can accurately count the number of chews with high probability at the timing of chewing. The experimental results also imply that earphone-type sensors may be used to measure swallowing, occlusal force, and tongue motion. Our future plans include clinical testing of the earphone-type chewing-count measurement device to determine its utility in patients who have undergone gastrectomy. We also intend to expand the application of this device for use in other patients to aid in dementia prevention and dietary support.
接受胃切除术的胃癌患者由于胃功能下降,有发生营养不良的高风险。为了预防营养不良,患者需要至少咀嚼 30 次一口食物。对于这些需要饮食支持的胃切除术患者,我们使用耳机式传感器开发了一种名为 earable RCC 的咀嚼计数测量设备。我们在六名健康志愿者中进行了评估该设备性能的实验,他们参加了“咀嚼测试”和“杏仁咀嚼测试”。根据结果计算出的精度≥0.958,表明耳机式咀嚼计数测量设备可以从实验上区分咀嚼和其他动作。此外,从测试结果计算出的召回率≥0.937,表明该设备不会错过咀嚼动作,并能以高概率在咀嚼时准确计数咀嚼次数。实验结果还表明,耳机式传感器可用于测量吞咽、咬合力度和舌运动。我们的未来计划包括对耳机式咀嚼计数测量设备进行临床测试,以确定其在接受胃切除术的患者中的实用性。我们还计划扩展该设备的应用,用于其他患者,以帮助预防痴呆症和提供饮食支持。