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Deep-Learning-Based Automated REM Sleep Detection in Patients With REM Sleep Behavior Disorder: Is It Reliable? 基于深度学习的快速眼动睡眠行为障碍患者快速眼动睡眠自动检测:可靠吗?
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-01 DOI: 10.3988/jcn.2025.0053
Yu Jin Jung, Sunil Kim, Yun Ho Choi, Dong-Woo Ryu, Woojun Kim, Seonghoon Kim, Jaeseung Jeong

Background and purpose: Rapid eye movement (REM) sleep without atonia makes it difficult to detect REM sleep stages using electromyography in patients with REM sleep behavior disorder (RBD). The objectives of this study were to propose an automated REM sleep detector that requires only electroencephalography (EEG) and electrooculography (EOG) data, and to evaluate its performance using real-world polysomnography (PSG) data in RBD patients.

Methods: This multicenter study used 310 PSG datasets obtained from 5 tertiary hospitals. The data were divided into RBD (n=200) and non-RBD (n=110), as well as, into Parkinson's disease (PD) with RBD (n=76), PD without RBD (n=46), idiopathic RBD (iRBD) (n=124), and healthy controls (n=64). An automated computerized REM detection algorithm was implemented using U-Sleep's publicly available pretrained network.

Results: The U-Sleep-based REM sleep-detection algorithm correctly identified REM sleep with an area under the receiver operating characteristic curve (AUC) of 0.90±0.14. The classification performance of the REM sleep detector differed significantly between RBD and non-RBD patients (AUC=0.88±0.13 vs. 0.93±0.14, p=0.007). The REM sleep detector accurately classified REM sleep in the order of healthy controls, PD without RBD, iRBD, and PD with RBD, with AUC values of 0.94±0.02, 0.92±0.03, 0.90±0.02, and 0.86±0.02, respectively.

Conclusions: Our U-Sleep-based REM sleep detector based on only EEG and EOG data showed good performance in detecting REM sleep. However, it performed considerably worse in RBD, especially in PD with RBD. Using transfer learning with fine-tuning by expert review, a high-performance REM sleep-detecting system will be realized.

背景与目的:快速眼动(REM)无张力睡眠使快速眼动睡眠行为障碍(RBD)患者的肌电图难以检测快速眼动睡眠阶段。本研究的目的是提出一种仅需要脑电图(EEG)和眼电图(EOG)数据的自动快速眼动睡眠检测器,并使用RBD患者的真实多导睡眠图(PSG)数据评估其性能。方法:本研究采用来自5家三级医院的310份PSG数据。数据分为RBD (n=200)和非RBD (n=110),以及帕金森病(PD)伴RBD (n=76)、PD无RBD (n=46)、特发性RBD (n=124)和健康对照(n=64)。使用U-Sleep公开的预训练网络,实现了自动计算机化REM检测算法。结果:基于u - sleep的快速眼动睡眠检测算法正确识别快速眼动睡眠,受试者工作特征曲线下面积(AUC)为0.90±0.14。RBD与非RBD患者快速眼动睡眠检测器的分类性能差异有统计学意义(AUC=0.88±0.13 vs. 0.93±0.14,p=0.007)。快速眼动睡眠检测器准确地将快速眼动睡眠分为健康对照组、无RBD组、iRBD组和有RBD组,AUC值分别为0.94±0.02、0.92±0.03、0.90±0.02和0.86±0.02。结论:基于u - sleep的快速眼动睡眠检测器仅基于脑电图和脑电图数据,在检测快速眼动睡眠方面表现良好。然而,它在RBD中的表现要差得多,尤其是在患有RBD的PD中。采用专家评审微调的迁移学习方法,实现高性能的快速眼动睡眠检测系统。
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引用次数: 0
Comparing Lesion Volume Dynamics Between Multiple Sclerosis and Neuromyelitis Optica Spectrum Disorder During Remission Using Machine-Learning Segmentation. 使用机器学习分割比较多发性硬化症和视神经脊髓炎频谱障碍缓解期间病变体积动态。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-01 DOI: 10.3988/jcn.2025.0199
Shaun G Hong, Ki Hoon Kim, You-Ri Kang, Jae-Won Hyun, Su-Hyun Kim, Ho Jin Kim

Background and purpose: Multiple sclerosis (MS) and neuromyelitis optica spectrum disorder (NMOSD) are inflammatory demyelinating conditions of the central nervous system that have distinct pathological mechanisms. There is a paucity of studies comparing the accumulation of subclinical lesions between MS and NMOSD, especially during the clinical remission period. Recent advances in neuroimaging techniques, those particularly involving the use of machine learning (ML) methods for lesion segmentation, have provided new opportunities to quantitatively assess the volumes of brain lesions and how they change over time. In this study, we aimed to use ML-based lesion segmentation methods to measure differences in lesion volumes and their changes during the remission period between patients with MS and NMOSD.

Methods: This study included a retrospective cohort of 31 patients with MS and patients with 30 aquaporin-4-positive (AQP4⁺) NMOSD from the National Cancer Center registry. Serial 3D brain magnetic resonance imaging (MRI) scans obtained during the interattack period were analyzed using ML-based segmentation. MRI data preprocessing included alignment, distortion correction, and normalization, with lesion mapping and statistical analyses determining changes in lesion volumes.

Results: The MS patients exhibited significant increases in the median lesion volume (from 3,493 mm³ to 4,430 mm³, p<0.001), indicating ongoing subclinical activity without clinical relapses. In contrast, the NMOSD patients showed no significant change in the median lesion volume (from 640 mm³ to 930 mm³, p=0.129), supporting an attack-dependent disease course. The lesion volume increased by 193 mm³/year in the MS group, compared with only 25 mm³/year in the NMOSD group (p=0.017).

Conclusions: These findings highlight the distinct pathogenic processes of the two conditions and hence the need for specialized therapeutic and monitoring strategies for patients with MS and AQP4⁺ NMOSD.

背景与目的:多发性硬化症(MS)和视神经脊髓炎谱系障碍(NMOSD)是中枢神经系统的炎症性脱髓鞘疾病,具有不同的病理机制。比较MS和NMOSD之间亚临床病变积累的研究很少,特别是在临床缓解期。神经成像技术的最新进展,特别是涉及使用机器学习(ML)方法进行病变分割的技术,为定量评估脑病变的体积及其随时间的变化提供了新的机会。在本研究中,我们旨在使用基于ml的病变分割方法来测量MS和NMOSD患者病变体积的差异及其在缓解期的变化。方法:该研究纳入了来自国家癌症中心注册的31例MS患者和30例AQP4 + NMOSD患者的回顾性队列。使用基于ml的分割对发作间期获得的连续3D脑磁共振成像(MRI)扫描结果进行分析。MRI数据预处理包括对齐、畸变校正和归一化,通过病变映射和统计分析确定病变体积的变化。结果:MS患者中位病变体积显著增加(从3,493 mm³增加到4,430 mm³,pp=0.129),支持发作依赖的病程。MS组病变体积增加193 mm³/年,而NMOSD组仅增加25 mm³/年(p=0.017)。结论:这些发现突出了这两种疾病不同的致病过程,因此需要针对MS和AQP4 + NMOSD患者制定专门的治疗和监测策略。
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引用次数: 0
Optimizing the Efficacy of a Rehabilitation Program for Neurological Critical Patients. 优化神经危重病人康复方案的疗效。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-01 DOI: 10.3988/jcn.2024.0530
Hui Feng, Xueping Li

Background and purpose: Existing rehabilitation programs for neurological critical patients are based on early mobilization or exercise. However, whether there is an optimal rehabilitation program in terms of its rehabilitation efficacy needs further exploration.

Methods: An optimal rehabilitation program for neurological critical patients was developed in July 2020 and evaluated in December 2020. Retrospective data on the duration of the rehabilitation intervention, mortality rate, treatment adverse events (AE), and functional status were collected in the hospital electronic database from January to June 2020. The Manchester Mobility Score (MMS), UK Medical Research Council (MRC) muscle strength score, and Barthel Index for the ability to perform the activities of daily living were used to evaluate body function.

Results: The incidence of nonfatal serious AEs was significantly lower in patients treated with the optimized rehabilitation program (1.71% vs. 3.41%), while the rehabilitation time was significantly shorter (23.17±6.99 days vs. 26.34±6.25 days, mean±standard deviation) and there were significant improvements in activity ability (MMS: 10.88±3.31 vs. 7.89±3.31), muscle strength (MRC muscle strength score: 9.56±3.84 vs. 7.84±3.36), and activities of daily living (Barthel Index: 27.36±9.34 vs. 19.47±6.25). Importantly, the nutritional status of the patients was also significantly improved by the optimal program.

Conclusions: The optimized rehabilitation program was superior to the nonoptimized program in decreasing AEs and improving the activity ability, muscle strength, and ability to perform the activities of daily living.

背景和目的:现有的神经危重患者康复方案是基于早期活动或锻炼。然而,是否存在最优的康复方案,其康复效果有待进一步探讨。方法:2020年7月制定神经系统危重患者最佳康复方案,2020年12月进行评估。从2020年1月至6月在医院电子数据库中收集康复干预持续时间、死亡率、治疗不良事件(AE)和功能状态的回顾性数据。采用曼彻斯特活动能力评分(MMS)、英国医学研究委员会(MRC)肌肉力量评分和Barthel日常生活活动能力指数来评估身体功能。结果:经优化的康复方案治疗的患者非致死性严重不良事件发生率显著降低(1.71% vs. 3.41%),康复时间显著缩短(23.17±6.99 d vs. 26.34±6.25 d,均值±标准差),活动能力(MMS: 10.88±3.31 vs. 7.89±3.31)、肌力(MRC肌力评分:9.56±3.84 vs. 7.84±3.36)、日常生活活动(Barthel指数:27.36±9.34 vs. 19.47±6.25)。重要的是,通过优化方案,患者的营养状况也得到了显著改善。结论:优化后的康复方案在降低ae、提高活动能力、肌力和日常生活活动能力方面优于非优化方案。
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引用次数: 0
Potentially Inappropriate Medication Use in Patients With Parkinson's Disease: Analysis of Korean National Health Insurance Claims Data. 帕金森病患者潜在的不当用药:韩国国民健康保险索赔数据分析
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-01 DOI: 10.3988/jcn.2025.0122
Seon-Min Lee, Jieun Shin, Do-Young Kwon, Yu Jin Jung

Background and purpose: Polypharmacy is common in Parkinson's disease (PD). This includes appropriate medications for PD-related symptoms and comorbid conditions, but also potentially inappropriate medications (PIMs). We aimed to determine the prescribing trends of PIMs based on the 2019 Beers Criteria in Korean patients with PD.

Methods: This retrospective observational study analyzed PD patients aged 40 years or older whose PIM prescribing patterns from 2014 to 2019 were included in the HIRA (Korean Health Insurance Review and Assessment Service) nationwide claims database in South Korea. The prevalence and usage were analyzed for both overall PIMs and PIMs that can exacerbate PD symptoms (PIMPDs). Additionally, the most frequently prescribed PIMs and PIMPDs were investigated.

Results: PIMs were used at least once in 38.3% of 257,142 patients with PD. The mean number of PIM items used per patient was 2.61. The PIM usage ratio, corresponding to the proportion of the total amount of PIMs to all medications per patient, was 19.7%. The proportion of patients taking PIMs among all PD patients decreased significantly up to 2018 but then increased in 2019, while the PIM usage ratio increased steadily up to 2018 and then decreased in 2019. Excluding the representative PD medications, the most frequently prescribed PIM was amitriptyline. PIMPDs were also commonly used, including levosulpiride and haloperidol.

Conclusions: The prevalence and usage of PIMs were high in Korean PD patients during 2014-2019, and the utilization of PIMPDs persisted throughout this period. These findings can be used to develop evidence-based guidelines for robust polypharmacy management strategies to ensure the safety of medications used by PD patients.

背景与目的:多重用药在帕金森病(PD)中很常见。这包括针对pd相关症状和合并症的适当药物治疗,但也包括潜在的不适当药物治疗(PIMs)。我们的目的是根据2019年Beers标准确定韩国PD患者的pim处方趋势。方法:本回顾性观察研究分析了2014年至2019年PIM处方模式被纳入韩国HIRA(韩国健康保险审查和评估服务)全国索赔数据库的40岁及以上PD患者。分析了总体PIMs和可加重PD症状(PIMPDs)的PIMs的流行和使用情况。此外,还调查了最常用的PIMs和pimpd。结果:在257,142例PD患者中,38.3%的患者至少使用过一次pim。每位患者平均使用PIM项目数为2.61个。PIM使用率为19.7%,即PIM总药量占患者用药总量的比例。到2018年,服用PIM的患者占所有PD患者的比例显著下降,但在2019年有所上升,而PIM使用率在2018年之前稳步上升,然后在2019年下降。除代表性PD药物外,最常用的PIM处方是阿米替林。pimpd也常用,包括左舒必利和氟哌啶醇。结论:2014-2019年,韩国PD患者中pim的患病率和使用率较高,并且在此期间持续使用pimpd。这些发现可用于制定基于证据的指导方针,以制定稳健的多药管理策略,以确保PD患者使用药物的安全性。
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引用次数: 0
Re: Comments on "Pain Lateralization in Cluster Headache and Associated Clinical Factors". 关于“丛集性头痛疼痛偏侧及相关临床因素”的评论。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-01 DOI: 10.3988/jcn.2025.0326
Soohyun Cho, Soo-Jin Cho, Byung-Kun Kim
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引用次数: 0
Sudden Unexpected Death in Epilepsy: From Short-Term Risk Prediction to Mechanistic Insights and Preventive Strategies. 癫痫猝死:从短期风险预测到机制洞察和预防策略。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-01 DOI: 10.3988/jcn.2025.0397
Jung Bin Kim
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引用次数: 0
Tenecteplase in Acute Ischemic Stroke: A Scientific Statement From the Korean Stroke Society. 替奈普酶在急性缺血性中风中的作用:韩国中风学会的一项科学声明。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-01 DOI: 10.3988/jcn.2025.0210
Hyunsoo Kim, Joon-Tae Kim, Beom Joon Kim, Dae-Hyun Kim, Chulho Kim, Jay Chol Choi, Dong-Eog Kim, Masatoshi Koga, Mark W Parsons, Andrew M Demchuk, Philip B Gorelick, Hee-Joon Bae

Background and purpose: Tenecteplase (TNK) is a promising alternative thrombolytic agent for the treatment of acute ischemic stroke (AIS). However, its potential use is being impeded by the lack of regulatory approval and reimbursement policies for TNK in AIS in many countries, including South Korea. To address this therapeutic gap, the Korean Stroke Society developed scientific statement intended to inform policy changes and support the introduction of TNK in regions where it is not yet accessible, with the aim of enabling AIS patients to benefit from this advancement in thrombolytic therapy.

Methods: We reviewed randomized controlled trials (RCTs), meta-analyses, and systematic reviews published between January 2010 and November 2024 involving AIS patients treated with intravenous TNK. Meta-analyses were included if they exclusively evaluated RCTs and provided clinical evidence on the efficacy and safety of TNK. The statements were thoroughly reviewed and finalized by international expert panels after iterative revisions.

Results: The statements suggest that TNK at 0.25 mg/kg can be considered as an alternative to alteplase for intravenous thrombolysis within 4.5 hours of the onset of AIS. The clinical outcomes in patients with large-vessel occlusion who are candidates for endovascular thrombectomy are better for TNK at 0.25 mg/kg than for alteplase.

Conclusions: These statements are intended to support the adoption of TNK in countries where it is not yet available, including South Korea, by providing up-to-date clinical evidence. Their implementation may broaden the therapeutic options for AIS patients and help align acute stroke care practices with international standards.

背景与目的:替奈普酶(TNK)是治疗急性缺血性脑卒中(AIS)的一种很有前途的替代溶栓药物。然而,由于包括韩国在内的许多国家缺乏监管批准和TNK在AIS中的报销政策,它的潜在使用受到阻碍。为了解决这一治疗差距,韩国卒中协会制定了科学声明,旨在为政策变化提供信息,并支持在尚未获得TNK的地区引入TNK,目的是使AIS患者能够从溶栓治疗的这一进步中受益。方法:我们回顾了2010年1月至2024年11月期间发表的随机对照试验(rct)、荟萃分析和系统评价,这些试验涉及静脉注射TNK治疗的AIS患者。如果荟萃分析专门评估rct,并提供TNK有效性和安全性的临床证据,则纳入荟萃分析。经过反复修订,国际专家小组对这些声明进行了彻底审查和定稿。结果:上述声明提示,在AIS发病4.5小时内,0.25 mg/kg的TNK可考虑作为阿替普酶静脉溶栓的替代方案。在大血管闭塞的候选血管内血栓切除术患者中,0.25 mg/kg的TNK比阿替普酶的临床结果更好。结论:这些声明旨在通过提供最新的临床证据,支持在包括韩国在内尚未获得TNK的国家采用TNK。它们的实施可能会拓宽AIS患者的治疗选择,并有助于使急性卒中护理实践与国际标准保持一致。
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引用次数: 0
Comments on: "Pain Lateralization in Cluster Headache and Associated Clinical Factors". 评论:丛集性头痛疼痛偏侧及相关临床因素。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-01 DOI: 10.3988/jcn.2025.0254
Sabika Kazmi, Maham Iqbal, Muhammad Zain Ui Haq
{"title":"Comments on: \"Pain Lateralization in Cluster Headache and Associated Clinical Factors\".","authors":"Sabika Kazmi, Maham Iqbal, Muhammad Zain Ui Haq","doi":"10.3988/jcn.2025.0254","DOIUrl":"10.3988/jcn.2025.0254","url":null,"abstract":"","PeriodicalId":15432,"journal":{"name":"Journal of Clinical Neurology","volume":"21 5","pages":"474-475"},"PeriodicalIF":3.1,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12411283/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144955912","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Brain Atrophy Can Predict the Severity and Prognosis of Anti-N-Methyl-D-Aspartate Receptor Encephalitis. 脑萎缩可预测抗n -甲基- d -天冬氨酸受体脑炎的严重程度和预后。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-01 DOI: 10.3988/jcn.2024.0524
Yinyao Lin, Haiyan Li, Yanling Li, Yuge Wang, Yongqiang Dai, Bingjun Zhang

Background and purpose: Compare clinical and lab characteristics of anti-N-methyl-D-aspartate receptor (anti-NMDAR) encephalitis cases with and without brain atrophy.

Methods: Assess cerebral atrophy using median temporal lobe atrophy (MTA) and global cortical atrophy (GCA) scores in 82 anti-NMDAR encephalitis cases.

Results: GCA (+) cases had higher proportions of status epilepticus (p<0.001), memory problems (p=0.031), sepsis (p<0.001), and mechanical ventilation need (p=0.001) than GCA (-) cases. MTA (+) cases had higher memory problems (p<0.001) and sepsis (p=0.002) than MTA (-) cases. GCA (+) and MTA (+) groups had higher max modified Rankin Scale (mRS) (p<0.001, p=0.002) and 1-year mRS (p<0.001, p=0.004) scores than GCA (-) and MTA (-) groups. GCA (+) group had a longer hospital stay and a larger proportion of cases with limited treatment response (both p<0.001) than the GCA (-) group. GCA (p=0.005) was found to be a significant predictive factor for the mRS score 1 year after onset in multiple linear regression analysis.

Conclusions: MTA and GCA may be associated with severity and prognosis in anti-NMDAR encephalitis.

背景与目的:比较伴有和不伴有脑萎缩的抗n -甲基- d -天冬氨酸受体(anti-NMDAR)脑炎患者的临床和实验室特征。方法:对82例抗nmdar脑炎患者采用颞叶中位萎缩(MTA)和脑皮质整体萎缩(GCA)评分评价脑萎缩程度。结果:GCA(+)组癫痫持续状态发生率(pp=0.031)、脓毒症发生率(pp=0.001)高于GCA(-)组。MTA(+)组记忆问题发生率高于MTA(-)组(pp=0.002)。GCA(+)组和MTA(+)组的最大修正Rankin量表(mRS)评分(pp=0.002)和1年mRS评分(pp=0.004)均高于GCA(-)组和MTA(-)组。多元线性回归分析发现,GCA(+)组住院时间较长,治疗反应有限的病例比例较大(均pp=0.005)是发病后1年mRS评分的重要预测因素。结论:MTA和GCA可能与抗nmdar脑炎的严重程度和预后有关。
{"title":"Brain Atrophy Can Predict the Severity and Prognosis of Anti-N-Methyl-D-Aspartate Receptor Encephalitis.","authors":"Yinyao Lin, Haiyan Li, Yanling Li, Yuge Wang, Yongqiang Dai, Bingjun Zhang","doi":"10.3988/jcn.2024.0524","DOIUrl":"10.3988/jcn.2024.0524","url":null,"abstract":"<p><strong>Background and purpose: </strong>Compare clinical and lab characteristics of anti-N-methyl-D-aspartate receptor (anti-NMDAR) encephalitis cases with and without brain atrophy.</p><p><strong>Methods: </strong>Assess cerebral atrophy using median temporal lobe atrophy (MTA) and global cortical atrophy (GCA) scores in 82 anti-NMDAR encephalitis cases.</p><p><strong>Results: </strong>GCA (+) cases had higher proportions of status epilepticus (<i>p</i><0.001), memory problems (<i>p</i>=0.031), sepsis (<i>p</i><0.001), and mechanical ventilation need (<i>p</i>=0.001) than GCA (-) cases. MTA (+) cases had higher memory problems (<i>p</i><0.001) and sepsis (<i>p</i>=0.002) than MTA (-) cases. GCA (+) and MTA (+) groups had higher max modified Rankin Scale (mRS) (<i>p</i><0.001, <i>p</i>=0.002) and 1-year mRS (<i>p</i><0.001, <i>p</i>=0.004) scores than GCA (-) and MTA (-) groups. GCA (+) group had a longer hospital stay and a larger proportion of cases with limited treatment response (both <i>p</i><0.001) than the GCA (-) group. GCA (<i>p</i>=0.005) was found to be a significant predictive factor for the mRS score 1 year after onset in multiple linear regression analysis.</p><p><strong>Conclusions: </strong>MTA and GCA may be associated with severity and prognosis in anti-NMDAR encephalitis.</p>","PeriodicalId":15432,"journal":{"name":"Journal of Clinical Neurology","volume":"21 5","pages":"449-455"},"PeriodicalIF":3.1,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12411291/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144955874","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comments on: "Stroke-Like Episode, Aphasia, and Hearing Loss in MELAS". 评论:“MELAS患者中风样发作、失语和听力损失”。
IF 3.1 3区 医学 Q2 CLINICAL NEUROLOGY Pub Date : 2025-09-01 DOI: 10.3988/jcn.2025.0239
Josef Finsterer
{"title":"Comments on: \"Stroke-Like Episode, Aphasia, and Hearing Loss in MELAS\".","authors":"Josef Finsterer","doi":"10.3988/jcn.2025.0239","DOIUrl":"10.3988/jcn.2025.0239","url":null,"abstract":"","PeriodicalId":15432,"journal":{"name":"Journal of Clinical Neurology","volume":"21 5","pages":"470-471"},"PeriodicalIF":3.1,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12411287/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144955918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Clinical Neurology
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