首页 > 最新文献

NeuroSci最新文献

英文 中文
Influence of Temporal and Frequency Selective Patterns Combined with CSP Layers on Performance in Exoskeleton-Assisted Motor Imagery Tasks 结合 CSP 层的时间和频率选择性模式对外骨骼辅助运动想象任务表现的影响
Pub Date : 2024-05-11 DOI: 10.3390/neurosci5020012
C. D. Guerrero-Méndez, C. F. Blanco-Díaz, H. Rivera-Flor, Pedro Henrique Fabriz-Ulhoa, Eduardo Antonio Fragoso-Dias, Rafhael Milanezi de Andrade, D. Delisle-Rodríguez, T. F. Bastos-Filho
Common Spatial Pattern (CSP) has been recognized as a standard and powerful method for the identification of Electroencephalography (EEG)-based Motor Imagery (MI) tasks when implementing brain–computer interface (BCI) systems towards the motor rehabilitation of lost movements. The combination of BCI systems with robotic systems, such as upper limb exoskeletons, has proven to be a reliable tool for neuromotor rehabilitation. Therefore, in this study, the effects of temporal and frequency segmentation combined with layer increase for spatial filtering were evaluated, using three variations of the CSP method for the identification of passive movement vs. MI+passive movement. The passive movements were generated using a left upper-limb exoskeleton to assist flexion/extension tasks at two speeds (high—85 rpm and low—30 rpm). Ten healthy subjects were evaluated in two recording sessions using Linear Discriminant Analysis (LDA) as a classifier, and accuracy (ACC) and False Positive Rate (FPR) as metrics. The results allow concluding that the use of temporal, frequency or spatial selective information does not significantly (p< 0.05) improve task identification performance. Furthermore, dynamic temporal segmentation strategies may perform better than static segmentation tasks. The findings of this study are a starting point for the exploration of complex MI tasks and their application to neurorehabilitation, as well as the study of brain effects during exoskeleton-assisted MI tasks.
通用空间模式(CSP)已被公认为是一种标准而强大的方法,可用于在实施脑机接口(BCI)系统时识别基于脑电图(EEG)的运动想象(MI)任务,从而实现失能运动康复。事实证明,BCI 系统与机器人系统(如上肢外骨骼)的结合是神经运动康复的可靠工具。因此,在本研究中,使用 CSP 方法的三种变体来识别被动运动与 MI+ 被动运动,评估了时间和频率分割与空间过滤层增加相结合的效果。被动运动是使用左上肢外骨骼以两种速度(高 85 rpm 和低 30 rpm)辅助屈伸任务产生的。以线性判别分析(LDA)为分类器,以准确率(ACC)和误判率(FPR)为指标,对 10 名健康受试者进行了两次记录评估。结果表明,使用时间、频率或空间选择性信息并不能显著提高任务识别性能(P< 0.05)。此外,动态时间分割策略可能比静态分割任务表现更好。这项研究的结果是探索复杂的多元智能任务及其在神经康复中的应用,以及研究外骨骼辅助多元智能任务期间大脑效应的一个起点。
{"title":"Influence of Temporal and Frequency Selective Patterns Combined with CSP Layers on Performance in Exoskeleton-Assisted Motor Imagery Tasks","authors":"C. D. Guerrero-Méndez, C. F. Blanco-Díaz, H. Rivera-Flor, Pedro Henrique Fabriz-Ulhoa, Eduardo Antonio Fragoso-Dias, Rafhael Milanezi de Andrade, D. Delisle-Rodríguez, T. F. Bastos-Filho","doi":"10.3390/neurosci5020012","DOIUrl":"https://doi.org/10.3390/neurosci5020012","url":null,"abstract":"Common Spatial Pattern (CSP) has been recognized as a standard and powerful method for the identification of Electroencephalography (EEG)-based Motor Imagery (MI) tasks when implementing brain–computer interface (BCI) systems towards the motor rehabilitation of lost movements. The combination of BCI systems with robotic systems, such as upper limb exoskeletons, has proven to be a reliable tool for neuromotor rehabilitation. Therefore, in this study, the effects of temporal and frequency segmentation combined with layer increase for spatial filtering were evaluated, using three variations of the CSP method for the identification of passive movement vs. MI+passive movement. The passive movements were generated using a left upper-limb exoskeleton to assist flexion/extension tasks at two speeds (high—85 rpm and low—30 rpm). Ten healthy subjects were evaluated in two recording sessions using Linear Discriminant Analysis (LDA) as a classifier, and accuracy (ACC) and False Positive Rate (FPR) as metrics. The results allow concluding that the use of temporal, frequency or spatial selective information does not significantly (p< 0.05) improve task identification performance. Furthermore, dynamic temporal segmentation strategies may perform better than static segmentation tasks. The findings of this study are a starting point for the exploration of complex MI tasks and their application to neurorehabilitation, as well as the study of brain effects during exoskeleton-assisted MI tasks.","PeriodicalId":503052,"journal":{"name":"NeuroSci","volume":" 409","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140989840","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Effect of Myofascial Stretching on Mechanical Nociception and Contributing Neural Mechanisms 肌筋膜拉伸对机械痛觉的影响及相关神经机制
Pub Date : 2024-05-11 DOI: 10.3390/neurosci5020011
Abigail W. Anderson, Arthur Soncini, Kaitlyn Lyons, William J. Hanney
Myofascial stretching is often prescribed in the management of musculoskeletal pain. However, the neural mechanisms contributing to a decrease in pain are unknown. Stretching produces a sensation that may act as a conditioning stimulus in a conditioned pain modulation response. The purpose of this study was to compare immediate changes in pressure pain thresholds (PPTs) during a low-intensity stretch, moderate-intensity stretch, and cold water immersion task. A secondary purpose was to examine if personal pain sensitivity and psychological characteristics were associated with the responses to these interventions. Twenty-seven (27) healthy participants underwent a cross-over study design in which they completed a cold water immersion task, upper trapezius stretch to the onset of the stretch sensation, and a moderate-intensity stretch. A significant condition x time effect was observed (F (8,160) = 2.85, p < 0.01, partial eta2 = 0.13), indicating reductions in pain sensitivity were significantly greater during a cold water immersion task compared to moderate-intensity stretching at minutes two and four. Widespread increases in heat pain threshold and lower pain-related anxiety were moderately correlated with the response to the cold water immersion task but not stretching. Moderate-intensity stretching may not elicit a conditioned pain modulation response possibly because the stretch was not intense enough to be perceived as painful.
肌筋膜拉伸通常被用于治疗肌肉骨骼疼痛。然而,导致疼痛减轻的神经机制尚不清楚。拉伸产生的感觉可能是条件性疼痛调节反应中的条件刺激。本研究的目的是比较在低强度拉伸、中等强度拉伸和冷水浸泡任务中压力痛阈值(PPT)的即时变化。另一个目的是研究个人疼痛敏感性和心理特征是否与这些干预措施的反应相关。二十七(27)名健康参与者接受了一项交叉研究设计,他们分别完成了冷水浸泡任务、上斜方肌拉伸至拉伸感觉开始,以及中等强度拉伸。研究人员观察到了明显的条件 x 时间效应(F (8,160) = 2.85, p < 0.01, partial eta2 = 0.13),这表明与中等强度的拉伸相比,冷水浸泡任务在第二和第四分钟时疼痛敏感度的降低幅度更大。热痛阈的广泛增加和疼痛相关焦虑的降低与冷水浸泡任务的反应呈中度相关,但与拉伸无关。中等强度的拉伸可能不会引起条件性疼痛调节反应,这可能是因为拉伸的强度不足以让人感觉到疼痛。
{"title":"The Effect of Myofascial Stretching on Mechanical Nociception and Contributing Neural Mechanisms","authors":"Abigail W. Anderson, Arthur Soncini, Kaitlyn Lyons, William J. Hanney","doi":"10.3390/neurosci5020011","DOIUrl":"https://doi.org/10.3390/neurosci5020011","url":null,"abstract":"Myofascial stretching is often prescribed in the management of musculoskeletal pain. However, the neural mechanisms contributing to a decrease in pain are unknown. Stretching produces a sensation that may act as a conditioning stimulus in a conditioned pain modulation response. The purpose of this study was to compare immediate changes in pressure pain thresholds (PPTs) during a low-intensity stretch, moderate-intensity stretch, and cold water immersion task. A secondary purpose was to examine if personal pain sensitivity and psychological characteristics were associated with the responses to these interventions. Twenty-seven (27) healthy participants underwent a cross-over study design in which they completed a cold water immersion task, upper trapezius stretch to the onset of the stretch sensation, and a moderate-intensity stretch. A significant condition x time effect was observed (F (8,160) = 2.85, p < 0.01, partial eta2 = 0.13), indicating reductions in pain sensitivity were significantly greater during a cold water immersion task compared to moderate-intensity stretching at minutes two and four. Widespread increases in heat pain threshold and lower pain-related anxiety were moderately correlated with the response to the cold water immersion task but not stretching. Moderate-intensity stretching may not elicit a conditioned pain modulation response possibly because the stretch was not intense enough to be perceived as painful.","PeriodicalId":503052,"journal":{"name":"NeuroSci","volume":"2 24","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140988177","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cytotoxic Effect of Amyloid-β1-42 Oligomers on Endoplasmic Reticulum and Golgi Apparatus Arrangement in SH-SY5Y Neuroblastoma Cells 淀粉样蛋白-β1-42 寡聚体对 SH-SY5Y 神经母细胞瘤细胞内质网和高尔基体排列的细胞毒性作用
Pub Date : 2024-05-07 DOI: 10.3390/neurosci5020010
José J. Jarero-Basulto, Yadira Gasca-Martínez, M. C. Rivera-Cervantes, Deisy Gasca-Martínez, Nidia Jannette Carrillo-González, Carlos Beas-Zárate, G. Gudiño-Cabrera
Amyloid-β oligomers are a cytotoxic structure that is key for the establishment of the beginning stages of Alzheimer’s disease (AD). These structures promote subcellular alterations that cause synaptic dysfunction, loss of cell communication, and even cell death, generating cognitive deficits. The aim of this study was to investigate the cytotoxic effects of amyloid-β1-42 oligomers (AβOs) on the membranous organelles involved in protein processing: the endoplasmic reticulum (ER) and Golgi apparatus (GA). The results obtained with 10 μM AβOs in SH-SY5Y neuroblastoma cells showed that oligomeric structures are more toxic than monomers because they cause cell viability to decrease as exposure time increases. Survivor cells were analyzed to further understand the toxic effects of AβOs on intracellular organelles. Survivor cells showed morphological alterations associated with abnormal cytoskeleton modification 72–96 h after exposure to AβOs. Moreover, the ER and GA presented rearrangement throughout the cytoplasmic space, which could be attributed to a lack of constitutive protein processing or to previous abnormal cytoskeleton modification. Interestingly, the disorganization of both ER and GA organelles exposed to AβOs is likely an early pathological alteration that could be related to aberrant protein processing and accumulation in AD.
淀粉样蛋白-β寡聚体是一种细胞毒性结构,是阿尔茨海默病(AD)初期阶段形成的关键。这些结构会促进亚细胞改变,导致突触功能障碍、细胞交流丧失,甚至细胞死亡,从而造成认知障碍。本研究旨在探讨淀粉样蛋白-β1-42低聚物(AβOs)对参与蛋白质加工的膜细胞器:内质网(ER)和高尔基体(GA)的细胞毒性作用。在 SH-SY5Y 神经母细胞瘤细胞中使用 10 μM AβOs 的结果表明,低聚物结构比单体更具毒性,因为随着暴露时间的延长,它们会导致细胞存活率下降。为了进一步了解 AβOs 对细胞内细胞器的毒性作用,我们对存活细胞进行了分析。暴露于 AβOs 72-96 h 后,存活细胞出现了与细胞骨架异常改变相关的形态学改变。此外,ER和GA在整个细胞质空间出现了重新排列,这可能是由于缺乏组成蛋白处理或之前的异常细胞骨架修饰造成的。有趣的是,暴露于AβOs的ER和GA细胞器的紊乱可能是一种早期病理改变,可能与AD中异常的蛋白质加工和积累有关。
{"title":"Cytotoxic Effect of Amyloid-β1-42 Oligomers on Endoplasmic Reticulum and Golgi Apparatus Arrangement in SH-SY5Y Neuroblastoma Cells","authors":"José J. Jarero-Basulto, Yadira Gasca-Martínez, M. C. Rivera-Cervantes, Deisy Gasca-Martínez, Nidia Jannette Carrillo-González, Carlos Beas-Zárate, G. Gudiño-Cabrera","doi":"10.3390/neurosci5020010","DOIUrl":"https://doi.org/10.3390/neurosci5020010","url":null,"abstract":"Amyloid-β oligomers are a cytotoxic structure that is key for the establishment of the beginning stages of Alzheimer’s disease (AD). These structures promote subcellular alterations that cause synaptic dysfunction, loss of cell communication, and even cell death, generating cognitive deficits. The aim of this study was to investigate the cytotoxic effects of amyloid-β1-42 oligomers (AβOs) on the membranous organelles involved in protein processing: the endoplasmic reticulum (ER) and Golgi apparatus (GA). The results obtained with 10 μM AβOs in SH-SY5Y neuroblastoma cells showed that oligomeric structures are more toxic than monomers because they cause cell viability to decrease as exposure time increases. Survivor cells were analyzed to further understand the toxic effects of AβOs on intracellular organelles. Survivor cells showed morphological alterations associated with abnormal cytoskeleton modification 72–96 h after exposure to AβOs. Moreover, the ER and GA presented rearrangement throughout the cytoplasmic space, which could be attributed to a lack of constitutive protein processing or to previous abnormal cytoskeleton modification. Interestingly, the disorganization of both ER and GA organelles exposed to AβOs is likely an early pathological alteration that could be related to aberrant protein processing and accumulation in AD.","PeriodicalId":503052,"journal":{"name":"NeuroSci","volume":"92 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141004219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
“I Wouldn’t Even Know What to Ask for”: Patients’ and Caregivers’ Experiences of Psychological Support for Huntington’s Disease in Italy "我甚至不知道该要求什么":意大利亨廷顿氏病患者和照顾者对心理支持的体验
Pub Date : 2024-03-28 DOI: 10.3390/neurosci5020007
Nicolò Zarotti, B. D’Alessio, Marta Scocchia, Melissa Casella, Ferdinando Squitieri
People with Huntington’s disease (HD) often experience psychological difficulties linked with disease progression and the adjustment to living with a chronic condition, which are also frequently shared by their informal caregivers (e.g., partners). Although limited, the current literature on psychological care for people with HD shows that interventions have the potential to drive improvements in mental health and quality of life. However, the experience of accessing and receiving psychological support for HD remains unclear across several countries. This study adopted a qualitative design to explore the experiences of psychological support for HD from the perspectives of patients and caregivers living in Italy. Semi-structured interviews were carried out with 14 participants—7 patients with early-manifest HD and 7 partners acting as their caregivers. The resulting data were analysed through thematic analysis. Four overarching themes were identified: (1) the availability of psychological support for HD, (2) barriers to accessing psychological support, (3) enablers to accessing psychological support, and (4) the future development of public psychological provision for HD. In Italy, patients and caregivers perceive public psychological support for HD as unavailable or inadequate, and private therapy is often seen as unaffordable. Barriers such as distrust in public healthcare and preconceptions about therapy may limit access, while advice from HD organisations and seeking therapy for other reasons may act as enablers. A strong emphasis is put on the need for accessible public psychological support throughout all the stages of the condition.
亨廷顿氏病(HD)患者经常会遇到与疾病进展和适应慢性病生活相关的心理困难,他们的非正式照顾者(如伴侣)也经常会遇到同样的问题。尽管数量有限,但目前有关 HD 患者心理护理的文献表明,干预措施有可能改善患者的心理健康和生活质量。然而,在多个国家,HD 患者获得和接受心理支持的经历仍不明确。本研究采用定性设计,从居住在意大利的患者和护理人员的角度出发,探讨他们在获得 HD 心理支持方面的经验。研究人员对 14 名参与者进行了半结构化访谈,其中包括 7 名早期表现型 HD 患者和 7 名作为其护理者的伴侣。我们通过主题分析法对所得数据进行了分析。共确定了四个重要主题:(1) 是否存在针对 HD 的心理支持,(2) 获得心理支持的障碍,(3) 获得心理支持的有利因素,以及 (4) 针对 HD 的公共心理服务的未来发展。在意大利,患者和照护者认为针对 HD 的公共心理支持不存在或不充分,而私人治疗通常被认为是负担不起的。对公共医疗保健的不信任和对治疗的成见等障碍可能会限制患者获得治疗,而来自 HD 组织的建议和出于其他原因寻求治疗可能会起到促进作用。我们特别强调,在病情的各个阶段,都需要提供方便的公共心理支持。
{"title":"“I Wouldn’t Even Know What to Ask for”: Patients’ and Caregivers’ Experiences of Psychological Support for Huntington’s Disease in Italy","authors":"Nicolò Zarotti, B. D’Alessio, Marta Scocchia, Melissa Casella, Ferdinando Squitieri","doi":"10.3390/neurosci5020007","DOIUrl":"https://doi.org/10.3390/neurosci5020007","url":null,"abstract":"People with Huntington’s disease (HD) often experience psychological difficulties linked with disease progression and the adjustment to living with a chronic condition, which are also frequently shared by their informal caregivers (e.g., partners). Although limited, the current literature on psychological care for people with HD shows that interventions have the potential to drive improvements in mental health and quality of life. However, the experience of accessing and receiving psychological support for HD remains unclear across several countries. This study adopted a qualitative design to explore the experiences of psychological support for HD from the perspectives of patients and caregivers living in Italy. Semi-structured interviews were carried out with 14 participants—7 patients with early-manifest HD and 7 partners acting as their caregivers. The resulting data were analysed through thematic analysis. Four overarching themes were identified: (1) the availability of psychological support for HD, (2) barriers to accessing psychological support, (3) enablers to accessing psychological support, and (4) the future development of public psychological provision for HD. In Italy, patients and caregivers perceive public psychological support for HD as unavailable or inadequate, and private therapy is often seen as unaffordable. Barriers such as distrust in public healthcare and preconceptions about therapy may limit access, while advice from HD organisations and seeking therapy for other reasons may act as enablers. A strong emphasis is put on the need for accessible public psychological support throughout all the stages of the condition.","PeriodicalId":503052,"journal":{"name":"NeuroSci","volume":"11 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140372184","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring Spinal Cord Changes in Multiple Sclerosis Patients Using MRI 利用核磁共振成像探索多发性硬化症患者的脊髓变化
Pub Date : 2024-03-12 DOI: 10.3390/neurosci5010006
Amani A. Alrehaili, Nahla L Faizo, Batool M. Alsulimani, Raghad K. Alsulimani, Dana A. Aldwaila, Nada J. Alqarni, Nisreen Lutfi Faizo
Multiple sclerosis (MS) is an autoimmune disease affecting the central nervous system (CNS). The diagnosis of MS is based on clinical signs and symptoms as well as findings in magnetic resonance imaging (MRI) sequences by demonstrating the spatial and temporal dispersion of white matter lesions, which are thought to be typical of MS in distribution, shape, extent, and signal abnormalities. Spinal cord MRI can identify asymptomatic lesions and rule out malignancies or spinal stenosis in patients for whom brain imaging is not helpful in making an MS diagnosis. This study examines the MRI features of Saudi Arabian patients clinically proven to have MS with typical lesions exclusively evident in the spinal cord. This retrospective cross-sectional study was carried out in 151 patients who are confirmed cases of MS based on clinical findings and MRI results. Patients’ MRI data were reviewed from the picture archiving and communication system (PACS). The study revealed that MS incidence was higher in females than males and that the number of people diagnosed with MS increased in middle age. Cervical cord plaques and cervical cord curve straightening were the most frequent changes (67% and 56%, respectively), indicating that MRI can complement and even replace clinical data in MS diagnosis, leading to earlier, more precise diagnoses and speedier starts to treatment.
多发性硬化症(MS)是一种影响中枢神经系统(CNS)的自身免疫性疾病。多发性硬化症的诊断依据是临床症状和体征,以及磁共振成像(MRI)序列显示的白质病变的空间和时间散布,这些病变在分布、形状、范围和信号异常方面被认为是多发性硬化症的典型表现。脊髓磁共振成像可识别无症状病变,并排除脑成像对多发性硬化症诊断无帮助的恶性肿瘤或椎管狭窄患者。本研究探讨了经临床证实患有多发性硬化症且脊髓有明显典型病变的沙特阿拉伯患者的磁共振成像特征。这项回顾性横断面研究的对象是 151 名根据临床发现和核磁共振成像结果确诊为多发性硬化症的患者。研究人员从图片存档和通信系统(PACS)中查阅了患者的磁共振成像数据。研究显示,女性多发性硬化症的发病率高于男性,中年后确诊多发性硬化症的人数有所增加。颈索斑块和颈索曲线变直是最常见的病变(分别占 67% 和 56%),这表明核磁共振成像可以补充甚至取代临床数据来诊断多发性硬化症,从而更早、更准确地做出诊断,更快地开始治疗。
{"title":"Exploring Spinal Cord Changes in Multiple Sclerosis Patients Using MRI","authors":"Amani A. Alrehaili, Nahla L Faizo, Batool M. Alsulimani, Raghad K. Alsulimani, Dana A. Aldwaila, Nada J. Alqarni, Nisreen Lutfi Faizo","doi":"10.3390/neurosci5010006","DOIUrl":"https://doi.org/10.3390/neurosci5010006","url":null,"abstract":"Multiple sclerosis (MS) is an autoimmune disease affecting the central nervous system (CNS). The diagnosis of MS is based on clinical signs and symptoms as well as findings in magnetic resonance imaging (MRI) sequences by demonstrating the spatial and temporal dispersion of white matter lesions, which are thought to be typical of MS in distribution, shape, extent, and signal abnormalities. Spinal cord MRI can identify asymptomatic lesions and rule out malignancies or spinal stenosis in patients for whom brain imaging is not helpful in making an MS diagnosis. This study examines the MRI features of Saudi Arabian patients clinically proven to have MS with typical lesions exclusively evident in the spinal cord. This retrospective cross-sectional study was carried out in 151 patients who are confirmed cases of MS based on clinical findings and MRI results. Patients’ MRI data were reviewed from the picture archiving and communication system (PACS). The study revealed that MS incidence was higher in females than males and that the number of people diagnosed with MS increased in middle age. Cervical cord plaques and cervical cord curve straightening were the most frequent changes (67% and 56%, respectively), indicating that MRI can complement and even replace clinical data in MS diagnosis, leading to earlier, more precise diagnoses and speedier starts to treatment.","PeriodicalId":503052,"journal":{"name":"NeuroSci","volume":"28 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140250012","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Novel ML-Based Algorithm for Detecting Seizures from Single-Channel EEG 从单信道脑电图检测癫痫发作的基于 ML 的新算法
Pub Date : 2024-02-29 DOI: 10.3390/neurosci5010004
Yazan M. Dweiri, Taqwa K. Al-Omary
There is a need for seizure classification based on EEG signals that can be implemented with a portable device for in-home continuous minoring of epilepsy. In this study, we developed a novel machine learning algorithm for seizure detection suitable for wearable systems. Extreme gradient boosting (XGBoost) was implemented to classify seizures from single-channel EEG obtained from an open-source CHB-MIT database. The results of classifying 1-s EEG segments are shown to be sufficient to obtain the information needed for seizure detection and achieve a high seizure sensitivity of up to 89% with low computational cost. This algorithm can be impeded in single-channel EEG systems that use in- or around-the-ear electrodes for continuous seizure monitoring at home.
我们需要基于脑电信号进行癫痫发作分类,这种分类可通过便携式设备实现,以便在家中持续监测癫痫。在这项研究中,我们开发了一种适用于可穿戴系统的新型癫痫发作检测机器学习算法。从开源的 CHB-MIT 数据库中获取的单通道脑电图中,采用极端梯度提升(XGBoost)算法对癫痫发作进行分类。对 1 秒脑电图片段进行分类的结果表明,该算法足以获得癫痫发作检测所需的信息,并能以较低的计算成本实现高达 89% 的癫痫发作灵敏度。这种算法在使用耳内或耳周电极进行家庭连续癫痫发作监测的单通道脑电图系统中可能会受到阻碍。
{"title":"Novel ML-Based Algorithm for Detecting Seizures from Single-Channel EEG","authors":"Yazan M. Dweiri, Taqwa K. Al-Omary","doi":"10.3390/neurosci5010004","DOIUrl":"https://doi.org/10.3390/neurosci5010004","url":null,"abstract":"There is a need for seizure classification based on EEG signals that can be implemented with a portable device for in-home continuous minoring of epilepsy. In this study, we developed a novel machine learning algorithm for seizure detection suitable for wearable systems. Extreme gradient boosting (XGBoost) was implemented to classify seizures from single-channel EEG obtained from an open-source CHB-MIT database. The results of classifying 1-s EEG segments are shown to be sufficient to obtain the information needed for seizure detection and achieve a high seizure sensitivity of up to 89% with low computational cost. This algorithm can be impeded in single-channel EEG systems that use in- or around-the-ear electrodes for continuous seizure monitoring at home.","PeriodicalId":503052,"journal":{"name":"NeuroSci","volume":"12 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140411403","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Moving towards an Understanding of the Role of the Inferior Fronto-Occipital Fasciculus in Language Processing 逐步了解下额枕筋膜在语言处理中的作用
Pub Date : 2024-01-02 DOI: 10.3390/neurosci5010003
Princess Eze, Efrem Omorotionmwan, Jacqueline Cummine
Evidence has been provided for a clear structural distinction between the dorsal and ventral portions of the inferior frontal occipital fasciculus (IFOF). As such, there is reason to propose that there might also be a functional differentiation of the dorsal and ventral components of the IFOF. Here, we explored three main hypotheses/schools of thought with regards to the functional frameworks of the dorsal and ventral components of the IFOF: (1) the phonological vs. semantic processing hypothesis, (2) the difficult vs. non-difficult task processing hypothesis and (3) the automatic vs. non-automatic processing hypothesis. Methods: Participants (N = 32) completed a series of behavioral tasks that aligned with each of the main hypotheses. Using a regression-based approach, we assessed the unique contribution of behavioral performance to dorsal and ventral IFOF white matter indicators (i.e., fractional anisotropy and mean diffusivity). Results: We found significant relationships between ventral IFOF indices and orthographic awareness (p = 0.018) and accuracy (p = 0.009). Overall, our results provide converging evidence that the IFOF primarily operates as a ventral language tract in adults. Thus, the structural distinction between dorsal and ventral IFOF does not manifest as a parallel functional distinction.
有证据表明,下额枕筋膜(IFOF)的背侧和腹侧部分在结构上有明显的区别。因此,我们有理由认为,下额枕筋膜的背侧和腹侧也可能存在功能上的区别。在此,我们探讨了有关IFOF背侧和腹侧成分功能框架的三种主要假说/学派:(1)语音与语义加工假说;(2)困难与非困难任务加工假说;(3)自动与非自动加工假说。研究方法参与者(32 人)完成一系列与每个主要假说一致的行为任务。我们采用基于回归的方法,评估了行为表现对背侧和腹侧 IFOF 白质指标(即分数各向异性和平均扩散率)的独特贡献。结果我们发现腹侧 IFOF 指数与正字法意识(p = 0.018)和准确性(p = 0.009)之间存在明显关系。总之,我们的研究结果提供了一致的证据,表明 IFOF 在成人中主要作为腹侧语言束运行。因此,背侧和腹侧 IFOF 在结构上的区别并不表现为功能上的平行区别。
{"title":"Moving towards an Understanding of the Role of the Inferior Fronto-Occipital Fasciculus in Language Processing","authors":"Princess Eze, Efrem Omorotionmwan, Jacqueline Cummine","doi":"10.3390/neurosci5010003","DOIUrl":"https://doi.org/10.3390/neurosci5010003","url":null,"abstract":"Evidence has been provided for a clear structural distinction between the dorsal and ventral portions of the inferior frontal occipital fasciculus (IFOF). As such, there is reason to propose that there might also be a functional differentiation of the dorsal and ventral components of the IFOF. Here, we explored three main hypotheses/schools of thought with regards to the functional frameworks of the dorsal and ventral components of the IFOF: (1) the phonological vs. semantic processing hypothesis, (2) the difficult vs. non-difficult task processing hypothesis and (3) the automatic vs. non-automatic processing hypothesis. Methods: Participants (N = 32) completed a series of behavioral tasks that aligned with each of the main hypotheses. Using a regression-based approach, we assessed the unique contribution of behavioral performance to dorsal and ventral IFOF white matter indicators (i.e., fractional anisotropy and mean diffusivity). Results: We found significant relationships between ventral IFOF indices and orthographic awareness (p = 0.018) and accuracy (p = 0.009). Overall, our results provide converging evidence that the IFOF primarily operates as a ventral language tract in adults. Thus, the structural distinction between dorsal and ventral IFOF does not manifest as a parallel functional distinction.","PeriodicalId":503052,"journal":{"name":"NeuroSci","volume":"65 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139452847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
NeuroSci
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1