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A movie in the operating theater: Guided story narration as a pragmatic language screening tool during awake craniotomy 手术室电影:引导故事叙事作为清醒开颅术中语用筛选工具
IF 2 Q3 NEUROSCIENCES Pub Date : 2026-01-01 DOI: 10.1016/j.cnp.2026.01.002
Nishanth Sampath , Sunil Kapilavayi Raghavendra , Vishwaraj Ratha , Gomathi Sivakumar , Vijay Sankaran , Suresh Bapu K.R.
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引用次数: 0
ACF-SAP: A machine learning framework for predicting obstructive sleep apnea severity using anthropometric and clinical features ACF-SAP:利用人体测量学和临床特征预测阻塞性睡眠呼吸暂停严重程度的机器学习框架
IF 2 Q3 NEUROSCIENCES Pub Date : 2026-01-01 DOI: 10.1016/j.cnp.2025.12.001
Abduladhim Ashtaiwi , Mohamed Eltwayeb

Objective:

This study aims to develop and evaluate ACF-SAP, a machine learning (ML) framework for predicting obstructive sleep apnea (OSA) severity using non-invasive, routinely collected clinical features.

Methods:

The proposed approach leverages common anthropometric and clinical variables, including sex, body mass index (BMI), height, weight, neck circumference, and nocturia. The methodology integrates machine-learning–based feature selection to identify the most informative predictors, followed by unsupervised clustering to generate data-driven sleep severity labels. These labeled data are then used to train and evaluate the ACF-SAP framework.

Results:

ACF-SAP, implemented with ensemble classifiers, achieved a classification accuracy of 0.84, with strong F1-scores and balanced sensitivity across OSA severity levels.

Conclusions:

The ACF-SAP model supports early identification of patients at high risk for OSA and may serve as a first-line screening tool to prioritize referrals for polysomnography (PSG).

Significance:

This work presents a scalable, low-cost screening framework that can improve triage efficiency and facilitate timely diagnosis, particularly in resource-constrained healthcare environments.
目的:本研究旨在开发和评估ACF-SAP,这是一个机器学习(ML)框架,用于预测阻塞性睡眠呼吸暂停(OSA)的严重程度,使用无创的,常规收集的临床特征。方法:提出的方法利用常见的人体测量和临床变量,包括性别、体重指数(BMI)、身高、体重、颈围和夜尿症。该方法集成了基于机器学习的特征选择,以识别最具信息量的预测因子,然后是无监督聚类,以生成数据驱动的睡眠严重程度标签。然后使用这些标记的数据来训练和评估ACF-SAP框架。结果:采用集成分类器实现的ACF-SAP的分类精度为0.84,具有较强的f1评分和跨OSA严重程度的平衡敏感性。结论:ACF-SAP模型支持OSA高危患者的早期识别,可作为优先转诊多导睡眠图(PSG)的一线筛查工具。意义:这项工作提出了一个可扩展的、低成本的筛查框架,可以提高分诊效率,促进及时诊断,特别是在资源有限的医疗环境中。
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引用次数: 0
Precision, accuracy, and reliability of a threshold hunting method for transcranial magnetic stimulation 经颅磁刺激阈值搜索方法的精度、准确性和可靠性
IF 2 Q3 NEUROSCIENCES Pub Date : 2026-01-01 DOI: 10.1016/j.cnp.2025.12.008
Yuichiro Shirota , Juuri Otsuka , Masashi Hamada

Objective

To investigate precision, accuracy, and reliability of a threshold hunting method to estimate resting motor threshold (RMT) using parameter estimation by sequential testing and maximum likelihood estimation (PEST-MLE).

Methods

In 53 healthy participants, single pulse transcranial magnetic stimulation was delivered to estimate RMT with cutoff values of 0.05 mV and 0.2 mV. RMT was inferred from 30-trial PEST-MLE algorithm for at maximum two days with two estimation sessions per day, comprising Sessions 1 to 4. Precision and accuracy were assessed within each session. Repeatability was assessed using intraclass correlation coefficient (ICC), reproducibility coefficient (RC), and standard error of measurement (SEM).

Results

For both 0.05 mV and 0.2 mV, 18 trials were needed to have good accuracy. ICC greater than 0.8 was achieved for within-day comparison but the ICC of between-day comparison was lower. RC and SEM were around 10 % and 5 %, respectively.

Conclusions

At 18th trial the estimations were converged in terms of precision and accuracy, and good reliability was achieved at that stage.

Significance

RMT estimation with the PEST-MLE is a rapid and reliable approach that can be implemented for future clinical and scientific studies.
目的探讨用序列检验和最大似然估计(PEST-MLE)参数估计静息运动阈值(RMT)的阈值狩猎方法的精密度、准确度和可靠性。方法对53名健康受试者进行单脉冲经颅磁刺激,截止值分别为0.05 mV和0.2 mV,估计RMT。RMT是从30次试验的PEST-MLE算法中推断出来的,最多两天,每天两次估计会话,包括会话1至4。精密度和准确度在每次会议中进行评估。采用类内相关系数(ICC)、重现性系数(RC)和测量标准误差(SEM)评价重复性。结果不论是0.05 mV还是0.2 mV,均需要18次试验才能获得较好的准确度。日内比较ICC大于0.8,日间比较ICC较低。RC和SEM分别约为10%和5%。结论第18次试验的估计在精密度和准确度上是收敛的,取得了较好的信度。使用PEST-MLE估计ermt是一种快速可靠的方法,可用于未来的临床和科学研究。
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引用次数: 0
Discrimination of spontaneous activity in needle EMG based on the quantitative assessment of the discharge rhythm using “Random Index” 基于“随机指数”定量评价放电节律的针肌电图自发活动判别
IF 2 Q3 NEUROSCIENCES Pub Date : 2026-01-01 DOI: 10.1016/j.cnp.2026.01.003
Taiji Mukai , Takamichi Kanbayashi , Masahito Kobayashi , Masamichi Peter Okano , Keisuke Tachiyama , Yosuke Miyaji , Yuki Hatanaka , Shunsuke Kobayashi , Masahiro Sonoo

Objective

Discrimination between EMG activity such as fibrillation potentials/positive sharp waves (Fib/PSW), end plate spikes (EPS), fasciculation potentials (FP), and contaminating voluntary motor unit potentials (MUP) is mandatory for EMG diagnosis. Discharge rhythm is the key for discrimination. We devised a new parameter, Random Index (RI), which quantifies the rhythm and takes a value from 0 to 1, smaller for regular trains of discharges. This study evaluated the utility of RI as well as modified versions of the regularity indices proposed in past reports.

Methods

EMG records of patients with amyotrophic lateral sclerosis were retrospectively reviewed. EPS were collected also from a healthy volunteer. The EMG activity was classified by an expert. RI and other regularity indices as well as the median instantaneous firing rate (IFRm) were calculated.

Results

Analyzed sequences were 73 Fib/PSW, 27 EPS, 24 FP, and 36 MUP. The four types were clearly separated over the 2-dimensional plots of regularity indices vs. IFRm. Especially, Fib/PSW and EPS were far separated in these plots. RI achieved significantly better discrimination between Fib/PSW and MUP than other indices.

Conclusion

RI is a robust tool for discriminating EMG activity.

Significance

RI and other regularity indices would be useful for educational purpose.
鉴别肌电活动如纤颤电位/正尖波(Fib/PSW)、终板尖峰(EPS)、束状电位(FP)和污染自主运动单位电位(MUP)是肌电诊断的必要条件。放电节奏是判别的关键。我们设计了一个新的参数,随机指数(RI),它量化了节奏,取0到1之间的值,对于常规的放电序列较小。本研究评估了RI的效用,以及过去报告中提出的规律性指数的修改版本。方法回顾性分析肌萎缩性侧索硬化症患者的肌电信号。还收集了一名健康志愿者的EPS。专家对肌电活动进行了分类。计算RI和其他规律性指标以及中位瞬时发射率(IFRm)。结果Fib/PSW序列73个,EPS序列27个,FP序列24个,MUP序列36个。这四种类型在规律性指数与IFRm的二维图上明显分开。特别是Fib/PSW和EPS在这些地块中分离较远。RI对Fib/PSW和MUP的鉴别效果明显优于其他指标。结论mri是鉴别肌电活动的有力工具。显著性和其他规律性指标可用于教育目的。
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引用次数: 0
Response to CNP-D-25–204 “Triphasic waves: To treat or not to treat?”: Do not overlook COVID-19 and Creutzfeldt-Jakob disease CNP-D-25-204“三相波:治疗还是不治疗?”:不要忽视COVID-19和克雅氏病
IF 2 Q3 NEUROSCIENCES Pub Date : 2026-01-01 DOI: 10.1016/j.cnp.2025.12.007
Brin E. Freund , Khalil S. Husari , José L. Fernández-Torre , Philippe Gélisse , Peter W. Kaplan
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引用次数: 0
A comment on “Electrodiagnostic criteria for neuromuscular transmission disorders suggested by a European consensus group” 对“欧洲共识小组提出的神经肌肉传导障碍电诊断标准”的评论
IF 2 Q3 NEUROSCIENCES Pub Date : 2026-01-01 DOI: 10.1016/j.cnp.2025.12.009
Leyla Das Pektezel , Mehmet Yasir Pektezel
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引用次数: 0
Practical assessment of motor preparation–execution coupling during active ankle dorsiflexion in post-stroke gait: A pilot study 卒中后步态中主动踝关节背屈运动准备-执行耦合的实际评估:一项试点研究
IF 2 Q3 NEUROSCIENCES Pub Date : 2026-01-01 DOI: 10.1016/j.cnp.2026.01.004
Hiroki Ito , Hideaki Yamaguchi , Kazumasa Ukai , Ryosuke Yamauchi , Ken Kitai , Takayuki Kodama

Objective

Active ankle dorsiflexion (AAD) has been proposed as a surrogate measure for gait-related motor control. However, whether the neural coupling between motor preparation and execution during AAD predicts gait ability remains unclear. This study examined whether μ–γ coupling was evaluated as a practical neurophysiological marker of gait performance.

Methods

In this study, 12 healthy adults and 4 patients with chronic stroke performed an AAD task and an overground walking task. Ankle kinematics, surface electromyography, and electroencephalography were simultaneously recorded. Corticomuscular coherence (CMC) and phase–amplitude coupling (PAC) were analyzed as indices of motor preparation–execution coupling. Gait performance was assessed based on gait speed and a Gait Assessment and Intervention Tool (G.A.I.T.).

Results

Patients with stroke showed significantly lower gait speed (0.60 vs. 1.24 m/s, p < 0.001) and G.A.I.T. scores compared to controls. In the AAD task, patients with stroke exhibited significantly reduced ankle angular velocity and lower CMC between Cz and the tibialis anterior compared to controls (p < 0.05). Source localization revealed diminished activity in the middle temporal gyrus, inferior parietal lobule, and insula in patients with stroke. Notably, the PAC-derived modulation index (MI) at Cz was markedly reduced in patients with stroke (0.03) compared to controls (1.50, p < 0.001), clearly discriminating between the groups.

Conclusions & significance

Motor preparation–execution coupling during AAD strongly reflects gait capacity after stroke. PAC-MI is a novel neurophysiological marker; requires validation biomarker for the early and objective evaluation of gait-related motor control with potential utility in stroke rehabilitation.
目的主动踝关节背屈(AAD)已被提出作为步态相关运动控制的替代措施。然而,AAD期间运动准备和执行之间的神经耦合是否能预测步态能力仍不清楚。本研究考察了μ -γ偶联是否被评估为步态表现的实用神经生理标志物。方法在本研究中,12名健康成人和4名慢性脑卒中患者进行了AAD任务和地上行走任务。同时记录踝关节运动学、表面肌电图和脑电图。将皮质肌相干性(CMC)和相幅耦合性(PAC)作为运动准备-执行耦合的指标进行分析。步态性能评估基于步态速度和步态评估和干预工具(G.A.I.T.)。结果与对照组相比,卒中患者的步速(0.60 vs. 1.24 m/s, p < 0.001)和g.a.i.t评分显著降低。在AAD任务中,与对照组相比,卒中患者的踝关节角速度显著降低,Cz和胫骨前肌之间的CMC较低(p < 0.05)。脑卒中患者中颞回、下顶叶和脑岛的活动减弱。值得注意的是,与对照组(1.50,p < 0.001)相比,中风患者在Cz时pac衍生的调节指数(MI)显著降低(0.03),这在两组之间具有明显的区别。AAD期间运动准备-执行耦合强烈反映脑卒中后的步态能力。PAC-MI是一种新型的神经生理标志物;需要验证的生物标志物,以早期和客观评估步态相关的运动控制与中风康复的潜在效用。
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引用次数: 0
Neuronavigation‑guided rTMS of the facial motor cortex for atypical facial pain: Two case reports 神经导航引导的面部运动皮质rTMS治疗非典型面部疼痛:2例报告
IF 2 Q3 NEUROSCIENCES Pub Date : 2026-01-01 DOI: 10.1016/j.cnp.2026.01.001
Dongsheng Xiao 肖东升 , Wei Tao 陶蔚 , Yongjie Li 李勇杰 , Matilde Balbi , Yuqing Zhang 张宇清

Objective

Evaluate safety and analgesic effect of neuronavigation-guided 10 Hz rTMS precisely targeting facial M1 in atypical facial pain (AFP).

Methods

Two adults with refractory AFP received 10 daily sessions (2,500 pulses/day) of 10 Hz rTMS at 110 % resting motor threshold. Targeting used MRI/CT-integrated neuronavigation to the facial M1. Pain severity (Barrow Neurological Institute [BNI] scale I–V) and adverse events were recorded through treatment and short follow-up.

Results

Both completed treatment without serious adverse events. Case 1 improved from BNI V at baseline to II at end of treatment, persisting BNI III for 15 days. Case 2 improved from BNI IV to I, with BNI III for 2 days after therapy; both reported better sleep and mood.

Conclusions

Neuronavigation-guided 10 Hz rTMS of facial M1 was well tolerated and associated with rapid, clinically meaningful analgesia in two AFP cases.

Significance

Pilot data support sham-controlled studies to define dose–response and durability, identify responders, and formalize navigated rTMS as a physiological screen to select candidates and targets for implanted brain stimulations.
目的评价神经导航引导下精确靶向面部M1的10hz rTMS治疗非典型面部疼痛(AFP)的安全性和镇痛效果。方法2例难治性AFP患者接受10次10 Hz rTMS治疗(2500次/天),静息运动阈值为110%。使用MRI/ ct集成神经导航定位面部M1。通过治疗和短期随访记录疼痛严重程度(Barrow Neurological Institute [BNI] I-V级)和不良事件。结果两组患者均完成治疗,无严重不良事件发生。病例1从基线时的BNI V改善到治疗结束时的II,持续BNI III 15天。病例2从BNI IV型改善到I型,治疗后2天出现BNI III型;他们都表示睡眠和情绪都有所改善。结论神经导航引导下面部M1 10hz rTMS治疗2例AFP患者耐受性良好,可快速、有临床意义的镇痛。epilot数据支持假对照研究,以确定剂量-反应和持久性,识别应答者,并将导航rTMS正规化为一种生理筛选,以选择植入式脑刺激的候选物和靶点。
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引用次数: 0
Ultra long-term EEG monitoring for developmental and epileptic encephalopathies: protocol for a prospective study using subscalp EEG 发育性和癫痫性脑病的超长期脑电图监测:一项使用头皮下脑电图的前瞻性研究方案
IF 2 Q3 NEUROSCIENCES Pub Date : 2025-12-20 DOI: 10.1016/j.cnp.2025.12.005
Leonardo Affronte , Stefania Maffei , Mara Malerba , Giada Giovannini , Paolo Manganotti , Antonietta Coppola , Leonilda Bilo , Anna Elisabetta Vaudano , Marina Trivisano , Nicola Specchio , Stefano Meletti

Objective

Poor documentation of seizures can be a major challenge in epilepsy. Objective seizure counting with mobile devices might improve this challenge and the patient management. We investigate whether ultra long-term subcutaneous EEG improves seizure documentation and disease monitoring in adults and adolescents with developmental and epileptic encephalopathies (DEEs).

Methods

Ultra long-term subcutaneous EEG Monitoring In Rare Epilepsies and DEE (EMIRE) is a multi-centre prospective interventional study with an expected duration of 6 months. 33 Adolescents and adult participants will be implanted with 24/7 EEG SubQ and collect 2-channel EEG data up to 6 months. Data will be reviewed by experts on a weekly basis and a summary sent to the treating clinician.

Results

(1) safety and tolerability of subcutaneous EEG in this special patient population; (2) seizure detection sensitivity and specificity with respect to patients’ seizure-diaries and ‘ground truth’; (3) whether and how home monitoring can affect the clinical management of the patients.

Conclusions

This project will investigate home and remote patient monitoring systems, offering an accuracy that is unthinkable today.

Significance

This trial of home monitoring is intended to be of clinical utility to the patient by allowing objective assessment of therapeutic interventions and their effectiveness.
Plain language summary.
We present a clinical trial protocol for a prospective cohort study in people with severe epilepsies across Italy. The study aims to assess whether an EEG implant placed under the skin (1) is more accurate than patient-reported seizure diary, (2) is feasible and acceptable to patients and clinicians, (3) affect the clinical management of the patients, (4) reduces the impact of epilepsy.
目的癫痫发作的不良记录可能是癫痫的主要挑战。目的:利用移动设备进行癫痫发作计数可以改善这一挑战和患者管理。我们研究超长时间皮下脑电图是否能改善成人和青少年发育性和癫痫性脑病(dee)的癫痫发作记录和疾病监测。方法超长时间皮下脑电图监测在罕见癫痫和DEE (EMIRE)是一项多中心前瞻性介入研究,预计持续时间6个月。33名青少年和成人参与者将被植入24/7 EEG SubQ,并收集长达6个月的双通道EEG数据。数据将由专家每周审查一次,并将总结发送给治疗临床医生。结果(1)皮下脑电图在这一特殊患者群体中的安全性和耐受性;(2)癫痫发作检测的敏感性和特异性相对于患者的癫痫发作日记和“基础真相”;(3)家庭监护是否以及如何影响患者的临床管理。该项目将调查家庭和远程患者监测系统,提供当今难以想象的准确性。这项家庭监测试验旨在通过客观评估治疗干预措施及其有效性,为患者提供临床应用。简单的语言总结。我们提出了一项意大利严重癫痫患者前瞻性队列研究的临床试验方案。该研究旨在评估皮下植入脑电图(EEG)是否(1)比患者报告的癫痫日记更准确,(2)对患者和临床医生来说是否可行和可接受,(3)影响患者的临床管理,(4)减少癫痫的影响。
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引用次数: 0
Multi-montage visualization of interictal epileptic events in high-density intraoperative electrocorticography 高密度术中皮质电图中癫痫发作间期事件的多蒙太奇可视化
IF 2 Q3 NEUROSCIENCES Pub Date : 2025-12-20 DOI: 10.1016/j.cnp.2025.12.006
Jiaojiao Guo , Ziyi Wang , Nicole van Klink , Eline Schaft , Dongqing Sun , Sandra van der Salm , Maryse van ’t Klooster , Maeike Zijlmans
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引用次数: 0
期刊
Clinical Neurophysiology Practice
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