基于脑电信号的癫痫发作预测特征及识别

解码癫痫发作前脑电信号的神经元集群异常痫样放电活动,对癫痫发作进行有效预测并实施病前干预,可显著减少疾病病损,是癫痫防治的研究热点之一。基于脑电信号的癫痫发作预测研究关键在于发作间期和前期的异常状态识别,研究上述两状态间的神经动力学特征差异对明确癫痫发病机制、选取高分辨特征,进而有效识别该渐进性疾病所处的发作阶段具有重要价值。目前,研究者已对当前主流特征提取及模式识别方法进行了充分的调研梳理,但忽视了神经动态特征变化对于癫痫发作预测的重要意义。基于此,本文归纳总结了5类典型的发作预测特征分析方法及其优缺点,重点剖析了发作间期至前期神经生理特征的动态变化及其动力学特性,类比分析了当前该领域主流的机器学习和深度学习特征识别方法,以期为进一步建立精准、高效的癫痫发作预测技术提供新思路。     

心电信号特征量的小波提取算法

目的:为了更准确地利用心电图(ECG)进行临床生理疾病诊断,提高心电信号的自动分析准确度.介绍了一种利用小波变换的时频局部化特性以及多分辨率特性对心电信号进行处理的算法.方法:使用定位准确.计算简便的二阶微分Mart小波使用多孔算法来对ECG中QRS波群进行标定.结果:将算法应用到MIT/BIH国际标准心电数据库进行仿真.结论:通过仿真证明,该算法能够很精确地定位QRS波群,为心电信号的后续研究打好基础.     

大鼠皮质脊髓束神经电信号的记录与分析方法研究

目的：探索皮质脊髓束（CST）电生理信号的采集记录方法,分析描述电信号的特征,从而为通过植入式微电极阵列进行信号采集的记录方法建立一定的实验基础,为将来进一步研究脊髓损伤修复与功能重建提供有价值的神经电生理基础资料。方法：使用神经信号采集处理系统（Cerebus System）,在SD大鼠的脊髓T8节段处的皮质脊髓束内通过插入微电极,记录大鼠皮质脊髓束神经电信号。利用神经信号分析软件Offline Sorter、Neuroexplorer对已存储的信号文件进行波形特点的描述,包括波长、波幅、放电频率、同一电极上记录到的不同放电单元之间的同步性、两根电极上记录到的不同放电单元之间的同步性、放电信号的峰间期（ISI）分析等。结果：长时间稳定记录到连续的皮质脊髓束自发放电信号,一般在同一电极上记录到3~4个来自不同放电单位（细胞）的放电信号。皮质脊髓束自发放电信号的波形呈双向型,波宽为0.6~1.3 ms,波幅为百μV级。在多次实验状态下均能达到很高的信噪比,信号采集效果理想。经快蓝（LFB）染色确认记录电极尖端位于皮质脊髓束内。结论：本实验采用Cere-bus神经信号采集处理系统,利用记录电极可在大鼠的皮质脊髓束内较长时间稳定地记录到较为稳定的微伏级神经电信号,并可进行有意义的神经电信号特征分析,为进一步研究脊髓损伤修复与功能重建提供了有价值的神经电生理基础资料。     

培养新生大鼠心肌细胞的电信号传导：多电极记录研究

利用多电极阵列同步记录技术对培养的新生大鼠单层心肌细胞的电活动进行胞外记录,观察心肌细胞在自发搏动和电刺激情况下信号在细胞间的传导模式。通过对记录信号的处理和分析,能获得诸如起搏细胞的数量和位置、动作电位的传导速度和途径以及不同起搏细胞间的相互影响等信息。研究还发现,心肌细胞阈下刺激会影响细胞的搏动和信号传导。     

植物体内的电信号传递

姜常青先生所撰《西红柿的叶也能够“谈话”——一篇读书札记》(植物杂志,1994年第6期)一文,介绍了植物体内电信号传递研究的部分进展。为了让读者对植物电信号传递的研究有一较为全面的了解,特撰写此文,简要介绍植物体内电信号传递的研究状况。     

中耳手术面神经定位的研究进展

近年来,随着手术显微镜和电钻的问世,中耳手术面神经损伤率大大降低,但即使是非常有经验的医生也不可避免地有损伤面神经的机会,尤其是当患者为再次手术,或合并感染、胆脂瘤等使正常解剖标志改变、模糊或移位,或先天性畸形者,都会增加手术损伤面神经的机会.本文主要是针对中耳手术面神经定位的研究进展做简要的综述.中耳手术面神经的定位主要是依靠中耳面神经的解剖学标志,例如匙突、砧骨短突、水平半规管、二腹肌脊、鼓索神经等.随着影像学的高速发展,特别是高分辨率CT以及CT的多平面重建(MPR)和曲面重建(CPR)等,对面神经的定位有明显的指导意义.同时熟悉面神经的畸形以及面神经监测技术的开展,对面神经的定位也有一定的帮助.了解国际上中耳手术面神经定位的研究进展,对于面神经的定位、降低中耳术后面神经损伤的概率有着十分重要的意义.     

基于表面肌电信号的肘关节运动角度的提取

随着人口老龄化问题的越来越严重,医疗护理机器人的开发,今后将会有大量的需求,基于表面肌电信号的医疗护理机器人的开发将是其中的一个热点.本文提出了基于Bayesian正则化的多层感知器人工神经网络方法来提取人体肘关节运动角度,解决了普通神经网络对于表面肌电信号这一复杂亚高斯随机信号泛化能力不强的缺点,有助于将表面肌电信号的研究推向医疗护理机器人研发的实际应用阶段.     

表面肌电信号的肌肉疲劳判别研究进展

肌肉在周期的收缩或静态的拉伸过程中,会渐渐进入疲劳状态,肌肉疲劳特性的研究在康复医学、运动医学领域具有重要作用。表面肌电信号是从肌肉表面通过电极记录下来的反映神经肌肉系统活动的一维时间序列非平稳生物电信号,是评价局部肌肉疲劳的有效工具。本研究从时域和频域、时频域线性方法下的测量指标和非线性方法下的指标来综述表面肌电信号的疲劳研究进展,同时比较各种方法的优缺点,并对使用表面肌电信号来判别疲劳研究做了进一步的展望。     

肌电信号的相空间分析

为了研究肌电信号的复杂性及其动力学特征,本文通过对肌电信号的相空间分析,计算并分析重构相空间中的肌电信号的关联维及最大李雅谱诺夫指数随嵌入维增加而发生变化的情况,发现其关联维不像噪声那样随着嵌入维的增大而增大,而是趋于一稳定值,此外它还具有正的李雅谱诺夫指数,为进一步对肌电信号进行混沌分析打下基础。     

基于脑电信号识别采集的假肢控制系统

本文介绍了脑电信号（EEG）的模式识别和步骤,分析了EEG采集领域的发展和医学原理。通过研究脑电信号和假肢运动的联系,总结脑电控制假肢的可行性结论。设计出从头皮电极到模／数转换器的基于脑电信号识别采集的假肢控制系统,能够满足脑电假肢的各种要求。     

Trigeminal and facial innervation of cirri in three teleost species

Summary Innervation of the cirri in three teleost species (Hypsoblennius gilberti, Hypsoblennius gentilis, Oxylebius pictus) was investigated with the use of HRP- and cobalttracing techniques. All projections were found to be ipsilateral. Labeled cells were demonstrated in both portions of the trigeminal ganglion and in the facial ganglion. Cirrus nerve fibers running in the trigeminal nerve project to terminal fields in an isthmic sensory trigeminal nucleus, to areas adjacent to the descending trigeminal root in the brainstem, and to the medial funicular nucleus in the medulla. Distribution of labeled cells in the trigeminal ganglion complex suggests a functional distinction of the two ganglion portions. Cirrus nerve fibers belonging to the facial nerve terminate in a circumscribed part of of the facial lobe, indicating a somatotopic projection. Pathways were principally the same in all three species investigated. Findings of facial innervation of teleost cirri suggest a suspected gustatory function of teleost head appendages.     

建立“人工面神经技术”恢复周围性面瘫兔的闭眼功能

目的：建立“人工面神经技术”以恢复单侧周围性面瘫兔的眼轮匝肌闭眼功能,为周围性面瘫提供一种新的治疗手段。方法：制备单侧周围性面瘫兔,建立健侧眼轮匝肌肌电信号采集、中枢信号处理模式识别、患侧电流刺激眼轮匝肌系统。当健侧眼轮匝肌采集的肌电信号经信号识别、提取以及电脑分析判断,符合其闭眼刺激阈值时,即对人工电刺激器发出指令,由刺激电极直接作用于惠侧眼轮匝肌,引起眼睑完全闭合。结果：以最小电流刺激患侧眼轮匝肌,引起眼睑完全闭合。刺激方式为正负矩形波,电流强度为0．30～0．50mA。结论：利用可植入式微机电技术,在单侧周围性面瘫模型建立“人工面神经反射弧”,恢复患侧眼轮匝肌闭眼收缩,可维持双侧闭眼功能的对称性和同步性。     

建立“人工面神经技术”恢复周围性面瘫兔的闭眼功能

目的:建立"人工面神经技术"以恢复单侧周围性面瘫兔的眼轮匝肌闭眼功能,为周围性面瘫提供一种新的治疗手段。方法:制备单侧周围性面瘫兔,建立健侧眼轮匝肌肌电信号采集、中枢信号处理模式识别、患侧电流刺激眼轮匝肌系统。当健侧眼轮匝肌采集的肌电信号经信号识别、提取以及电脑分析判断,符合其闭眼刺激阈值时,即对人工电刺激器发出指令,由刺激电极直接作用于患侧眼轮匝肌,引起眼睑完全闭合结果:以最小电流刺激患侧眼轮匝肌,引起眼睑完全闭合刺激方式为正负矩形波,电流强度为0.30～0.50mA。结论:利用可植入式微机电技术,在单侧周围性面瘫模型建立"人工面神经反射弧",恢复患侧眼轮匝肌闭眼收缩,可维持双侧闭眼功能的对称性和同步性。     

Cholinesterases in Single Nerve Cells Isolated from the Locus Ceruleus and from Nucleus of the Facial Nerve of the Rat: A Microgasometric Study

Cholinesterase activity in single nerve cell bodies isolated from the locus ceruleus and nucleus of the facial nerve of the rat was analyzed by the microgasometric method. Acetylcholinesterase activity is about the same in both types of cells. Nonspecific cholinesterase is present in noradrenergic cells of the locus ceruleus but not in the cholinergic cells of the nucleus of the facial nerve. The total activity of cholinesterases and the activity of acetylcholinesterase in nerve cell bodies isolated from the locus ceruleus remains practically unchanged from the tenth postnatal day until the age of 24 months. Depletion of noradrenaline by a high dose of reserpine does not influence the total activity of cholinesterases in nerve cell bodies of locus ceruleus.     

显微手术治疗囊性听神经瘤的临床研究

目的:探讨显微外科开颅治疗囊性听神经鞘瘤的肿瘤全切情况及面、听神经的保留情况。方法:回顾性分析2006年8月至2013年9月我院收治的42例经枕下乙状窦后入路开颅囊性听神经鞘瘤手术患者的临床资料,同时对37例患者进行术后随访,并对结果进行统计学分析。结果:囊性听神经鞘瘤(42例)手术全切率simpson(Ⅰ-Ⅱ级)为64.28%(27例),次全切除率(simpsonⅢ级)为26.19%(11例),部分切除率为(simpsonⅣ级)为9.53%(4例),面神经解剖保留率为71.43%(30例),面神经功能保留率为14.29%(6例),听神经解剖保留率为7.1%,听神经功能保留3例,较实质性听神经瘤的手术效果差。结论:囊性听神经瘤的面、听神经解剖与功能保护尚有难度,需要进一步提高。     

Induction of Urokinase-Type Plasminogen Activator in Rat Facial Nucleus by Axotomy of the Facial Nerve

Abstract: The response of plasminogen activator activity in the CNS to peripheral nerve axotomy was examined in vivo. After transection of the rat facial nerve, a transient increase in plasminogen activator activity was observed in the facial nucleus on the operated side with maximal activity 3–5 days after lesion. This activity was inhibited by the urokinase-specific inhibitor amiloride but not by antibodies against tissue plasminogen activator. The molecular mass of the induced form of plasminogen activator was estimated to be ∼48 kDa. An in vitro assay of plasminogen hydrolysis also demonstrated an increase in amiloride-sensitive plasminogen activator activity in facial nerve extracts following facial nerve axotomy. These data indicate that the plasminogen activator activity induced in the facial nucleus following axotomy of facial motoneurons is of the urokinase type. It is suggested that the urokinase-type plasminogen activator might play a role in the events accompanying injury and regeneration in the facial nucleus following motoneuron lesion.     

改良手术方法在腮腺肿瘤手术中的运用

目的：改良腮腺肿瘤手术方法,以期最大程度恢复术后患者美容及功能。方法：采用以下改良术式：①采用隐蔽的面部除皱切口,避免了常规术式的颈部切口;②采用总干法解剖面神经,减少了面神经周围支损伤的机率;③保留耳大神经,避免术后耳垂麻木;④采用口腔修复膜,减少了术后Frey综合征的发生;⑤采用蒂在上方的胸锁乳突肌肌瓣填塞腮腺切除后的凹陷区,避免了常规术式后的面部畸形。结果：采用该方法对36例患者行腮腺切除术,术后随访6月～4年,患者面部疤痕不明显,外形恢复良好,无面瘫,无Frey综合征出现。结论：改良的腮腺切除术克服了传统术式的缺陷,值得进一步推广和普及。     

Mitogenomic evaluation of the unique facial nerve pattern as a phylogenetic marker within the percifom fishes (Teleostei: Percomorpha)

Percomorpha has been described as the “(unresolved) bush at the top” of the teleostean phylogenies and its intrarelationships are intrinsically difficult to solve because of its huge diversity (>15,000 spp.) and ill-defined higher taxa. Patterns of facial nerves, such as those of the ramus lateralis accessorius (RLA), have been considered as one of the candidate characters to delimit a monophyletic group within the percomorphs. Six families of the suborder Percoidei (Arripidae, Dichistiidae, Kyphosidae, Terapontidae, Kuhliidae, and Oplegnathidae) and suborder Stromateoidei (including six families) share the unique pattern 10 of RLA and it has been suggested that those fishes form a monophyletic group across the two perciform suborders. To evaluate the usefulness of the RLA pattern 10 as a phylogenetic marker within the percomorphs, we newly determined whole mitochondrial genome (mitogenome) sequences for the 13 species having RLA pattern 10 and their putatively, closely-related species (5 spp.). Unambiguously aligned sequences (14,263 bp) from those 18 species plus 50 percomrphs and two outgroups (total 70 species) were subjected to partitioned maximum likelihood and Bayesian analyses. The resulting trees clearly indicated that there were at least two independent origins of the unique facial nerve pattern: one in a common ancestor of Kyphosidae, Terapontidae, Kuhliidae, and Oplegnathidae and another one in that of the percoid Arripidae and Stromateoidei. Thus further detailed anatomical studies are needed to clarify the homology of this character between the two lineages. It should be noted that the latter two taxa (Arripidae and Stromateoidei) formed an unexpected, highly-supported monophyletic group together with Scombridae and possibly Chiasmodontidae and Bramidae, all lacking RLA pattern 10 (the former two are members of other perciform suborders Scombroidei and Trachinoidei, respectively). This novel, trans-subordinal clade has never been suggested by any morphological studies, although they share a common ecological characteristic, dwelling in the pelagic realm and often associated with long-distance migrations.