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BCI Controlled Robot Contest on the 50th Anniversary of Brain-Computer Interfaces 脑机接口 50 周年 BCI 控制机器人竞赛
Pub Date : 2023-12-01 DOI: 10.26599/BSA.2023.9050022
Bingchuan Liu, Xiaogang Chen, Jingjing Chen, Dan Zhang, Yijun Wang, Xiaorong Gao
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引用次数: 0
Clinical Efficacy of Minimally Invasive Subpial Tonsillectomy (MIST) for Treatment of Chiari Malformation (Type I) with Syringomyelia 微创扁桃体下切除术(MIST)治疗脊髓脊膜膨出症(I 型)的临床疗效
Pub Date : 2023-12-01 DOI: 10.26599/BSA.2023.9050021
Hao-nan Li, Zhiqiang Cui, Yong Liu
Objective: To investigate the clinical efficacy of minimally invasive subpial tonsillectomy (MIST) in the treatment of Chiari malformation (type I) with syringomyelia. Method A total of 209 Chiari malformation (type I) patients with syringomyelia were studied. The patients were grouped based on the syrinx diameter changes: complete disappearance group (48 patients), obvious shrinkage group (147 patients), and non-obvious shrinkage group (14 patients). The Chicago Chiari Outcome Scale (CCOS) was used to compare clinical data of the three groups of patients before treatment. The correlations between disease duration and syrinx diameter changes as well as post-treatment clinical symptoms were analyzed. The related factors of efficacy were analyzed. Results: Age and disease duration were the oldest/longest in the non-obvious shrinkage group, and the youngest/shortest in the complete disappearance group (P < 0.05). The maximum diameter reduction of syrinx was the greatest in the complete disappearance group, and the smallest in the non-obvious shrinkage group (P < 0.05). The proportions of patients with hypoesthesia, limb weakness, and muscle atrophy were the largest in the non-obvious shrinkage group, and the smallest in the complete disappearance group (P < 0.05). The CCOS score were the highest in the complete disappearance group, and the lowest in the non-obvious shrinkage group (P < 0.05). There were statistically significant (P < 0.05) negative correlations between disease duration and maximum diameter reduction of syrinx, CCOS pain score, CCOS non-pain score, CCOS functionality score, and CCOS complication score, disease duration and hypoesthesia, limb weakness, muscle atrophy, and sleep apnea. Result of multivariate stepwise regression analysis indicated that age, disease duration, and preoperative syrinx diameter were the risk factors for efficacy (P < 0.05). Conclusion: For patients with Chiari malformation complicated by syringomyelia, the longer the disease duration, the more difficult it is to achieve syrinx reduction and improve the clinical symptoms. “Minimally invasive subpial tonsillectomy (MIST) and cisterna magna reconstruction” is an improved surgical approach to treat Chiari malformation (cerebellar tonsil herniation). It has the advantages of small incision, less postoperative reaction, and fewer complications, and it emphasizes the reshaping and repair of cerebellar tonsils, reconstruction of cisterna magna, and restoration of cerebrospinal fluid circulation.
目的探讨微创皮下扁桃体切除术(MIST)治疗Chiari畸形(I型)合并鞘膜积液的临床疗效。方法 共研究了 209 例Chiari畸形(I型)伴鞘膜肌症患者。根据鞘膜直径的变化对患者进行分组:完全消失组(48 例)、明显缩小组(147 例)和非明显缩小组(14 例)。三组患者在治疗前的临床数据采用芝加哥奇异果量表(CCOS)进行比较。分析了病程与鞘膜直径变化以及治疗后临床症状之间的相关性。分析了疗效的相关因素。结果无明显萎缩组患者年龄最大/病程最长,完全消失组患者年龄最小/病程最短(P < 0.05)。鞘膜积液完全消失组患者的鞘膜积液最大直径缩小幅度最大,而非明显缩小组患者的鞘膜积液最大直径缩小幅度最小(P < 0.05)。感觉减退、肢体无力和肌肉萎缩的患者比例在非明显缩小组中最大,在完全消失组中最小(P < 0.05)。完全消失组的 CCOS 评分最高,非明显萎缩组最低(P < 0.05)。病程与鞘膜瘤最大直径缩小、CCOS疼痛评分、CCOS非疼痛评分、CCOS功能评分和CCOS并发症评分之间,病程与感觉减退、肢体无力、肌肉萎缩和睡眠呼吸暂停之间存在统计学意义(P<0.05)的负相关。多变量逐步回归分析结果表明,年龄、病程和术前鞘膜直径是影响疗效的风险因素(P < 0.05)。结论对于Chiari畸形并发鞘膜积液的患者,病程越长,鞘膜缩小和临床症状改善的难度越大。"微创小脑扁桃体下切除术(MIST)和小脑扁桃体重建术 "是一种治疗 Chiari 畸形(小脑扁桃体疝)的改良手术方法。它具有切口小、术后反应轻、并发症少等优点,强调小脑扁桃体的重塑和修复、蝶窦的重建以及脑脊液循环的恢复。
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引用次数: 0
A large database towards user-friendly SSVEP-based BCI 基于 SSVEP 的 BCI 用户友好型大型数据库
Pub Date : 2023-12-01 DOI: 10.26599/BSA.2023.9050020
Yue Dong, Sen Tian
Background: Brain-computer interfaces (BCIs) have gained considerable attention for their potential in assisting individuals who have motor impairments with communication and rehabilitation. Among BCIs, steady-state visual evoked potential (SSVEP)-based systems have demonstrated high efficiency in interactive applications. However, ergonomic design challenges have limited their practical implementation in industrial settings. Issues such as visual and mental fatigue caused by flickering stimuli and the time-consuming preparation process hinder user adoption of such systems. Methods: To evaluate these BCI solutions, we introduced an open database comprising Electroencephalogram (EEG) data collected from 59 healthy volunteers using ergonomically designed semi-dry electrodes and grid stimuli. The database was acquired without electromagnetic shielding, and the preparation time for each participant was <5 min. A 40-target SSVEP speller system with cues was used in the experiment. Results: We validate the database by temporal and spectral analyzing methods. To further investigate the database, filter bank canonical correlation analysis (FBCCA), ensemble task-related component analysis (e-TRCA) and multi-stimulus task-related component analysis (msTRCA) were used for classification. The database can be downloaded from the following link: https://drive.google.com/drive/folders/1TXuxU863nZoniZRgNWZy0PRuL8lhBuP4?usp=sharing. Conclusions: This research contributes to enhancing the use of SSVEP-based BCIs in practical settings by addressing user experience and system design challenges. The proposed user-friendly visual stimuli and ergonomic electrode design improve comfort and usability. The open dataset serves as a valuable resource for future studies, enabling the development of robust and efficient SSVEP- BCI systems suitable for industrial applications.
背景:脑机接口(BCIs)在帮助运动障碍患者进行交流和康复方面的潜力受到了广泛关注。在各种脑机接口中,基于稳态视觉诱发电位(SSVEP)的系统在互动应用中表现出极高的效率。然而,人体工程学设计方面的挑战限制了其在工业环境中的实际应用。闪烁刺激造成的视觉和精神疲劳以及耗时的准备过程等问题阻碍了用户对此类系统的采用。方法:为了评估这些生物识别(BCI)解决方案,我们引入了一个开放式数据库,该数据库由 59 名健康志愿者使用符合人体工程学设计的半干电极和网格刺激采集的脑电图(EEG)数据组成。该数据库是在没有电磁屏蔽的情况下采集的,每位参与者的准备时间小于 5 分钟。实验中使用了带提示的 40 个目标 SSVEP 拼写系统。实验结果我们通过时间和频谱分析方法对数据库进行了验证。为了进一步研究该数据库,我们使用了滤波器组典型相关分析(FBCCA)、集合任务相关成分分析(e-TRCA)和多刺激任务相关成分分析(msTRCA)进行分类。数据库可从以下链接下载:https://drive.google.com/drive/folders/1TXuxU863nZoniZRgNWZy0PRuL8lhBuP4?usp=sharing。结论:本研究通过解决用户体验和系统设计方面的难题,有助于提高基于 SSVEP 的 BCI 在实际环境中的应用。所提出的用户友好型视觉刺激和符合人体工程学的电极设计提高了舒适度和可用性。开放式数据集为未来研究提供了宝贵资源,有助于开发适合工业应用的稳健高效的 SSVEP- BCI 系统。
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引用次数: 1
EEG connectivity analysis in infants: A Beginner’s Guide on Preprocessing and Processing Techniques 婴儿脑电图连接分析:预处理和处理技术入门指南
Pub Date : 2023-12-01 DOI: 10.26599/BSA.2023.9050025
Despina Tsolisou
Over the last decades, infantile brain networks have received increased scientific attention due to the elevated need to understand better the maturational processes of the human brain and the early forms of neural abnormalities. Electroencephalography (EEG) is becoming a popular tool for the investigation of functional connectivity (FC) of the immature brain, as it is easily applied in awake, non-sedated infants. However, there are still no universally accepted standards regarding the preprocessing and processing analyses which address the peculiarities of infantile EEG data, resulting in comparability difficulties between different studies. Nevertheless, during the last few years, there is a growing effort in overcoming these issues, with the creation of age-appropriate pipelines. Although FC in infants has been mostly measured via linear metrics and particularly coherence analysis, non-linear methods, such as cross-frequency-coupling (CFC), may be more valuable for the investigation of network communication and early network development. Additionally, graph theory analysis often accompanies linear and non-linear FC computation offering a more comprehensive understanding of the infantile network architecture. The current review attempts to gather the basic information on the preprocessing and processing techniques that are usually employed by infantile FC studies, while providing guidelines for future studies.
在过去的几十年里,由于需要更好地了解人类大脑的成熟过程和早期神经异常的形式,婴幼儿大脑网络受到了越来越多的科学关注。脑电图(EEG)正成为研究未成熟大脑功能连接(FC)的流行工具,因为它很容易应用于清醒、无镇静的婴儿。然而,针对婴儿脑电图数据的特殊性,在预处理和处理分析方面仍然没有公认的标准,导致不同研究之间难以进行比较。尽管如此,在过去几年中,随着适龄管道的建立,人们在克服这些问题方面做出了越来越多的努力。虽然婴儿的脑功能大多是通过线性指标,特别是相干性分析来测量的,但非线性方法,如交叉频率耦合(CFC),可能对研究网络通信和早期网络发展更有价值。此外,图论分析通常与线性和非线性 FC 计算同时进行,从而更全面地了解婴儿网络结构。本综述试图收集有关婴儿 FC 研究通常采用的预处理和处理技术的基本信息,同时为今后的研究提供指导。
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引用次数: 0
Personality&ndash;brain connection: Based on resting‐state functional magnetic resonance imaging data‐driven exploration 个性与大脑连接:基于静息状态功能磁共振成像数据驱动的探索
Pub Date : 2023-09-01 DOI: 10.26599/bsa.2023.9050019
Hong Li, Junjie Wang
The personality–brain association mechanism has been a topic of interest in the field of neuroscience. Usually, the previous research strategy was to first group the population based on different personality traits, and then explore the brain mechanisms corresponding to different personality groups. At present, a “brain‐first” research strategy, which uses data‐driven approaches instead of personality traits to first group the population, has been adopted to further enhance study objectivity. Here, we used a data‐driven approach following the “brain‐first” research strategy to deeply mine the resting‐state brain functional magnetic resonance imaging data of 119 healthy participants, classified subjects into different groups based on brain image characteristics, and used the Sixteen Personality Factor Questionnaire to explain the variabilities of resting‐state brain characteristics between different groups. Finally, we have identified 3 personality–brain connections, including the privateness–left frontoparietal network, liveliness–sensory–motor network, and vigilance–sensory–motor network. Furthermore, we conclude that the above‐mentioned three personality factors are based on brain neural activity, independent of the subjective experience of the personality scale creator, and have stronger explanatory power of brain imaging features.
人格-脑关联机制一直是神经科学领域的研究热点。通常,以往的研究策略是首先根据不同的人格特征对人群进行分组,然后探索不同人格群体对应的大脑机制。目前,为了进一步提高研究的客观性,研究人员采用了一种“大脑优先”的研究策略,即使用数据驱动的方法而不是人格特征来首先对人群进行分组。本研究采用数据驱动的方法,遵循“脑优先”的研究策略,对119名健康受试者的静息状态脑功能磁共振成像数据进行深度挖掘,并根据脑成像特征将受试者分为不同的组,使用16个人格因素问卷来解释不同组间静息状态脑特征的差异性。最后,我们确定了3个人格-大脑连接,包括隐私-左额顶叶网络,活跃-感觉-运动网络和警惕-感觉-运动网络。以上三种人格因素均以脑神经活动为基础,独立于人格量表制作者的主观经验,对脑成像特征具有较强的解释力。
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