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Advantages and Pitfalls of the Use of Optical Coherence Tomography for Papilledema. 使用光学相干断层扫描治疗乳头水肿的优势和陷阱。
IF 5.6 2区 医学 Q1 Medicine Pub Date : 2024-03-01 Epub Date: 2024-01-23 DOI: 10.1007/s11910-023-01327-6
Fiona Costello, Steffen Hamann

Purpose of review: Papilledema refers to optic disc swelling caused by raised intracranial pressure. This syndrome arises from numerous potential causes, which may pose varying degrees of threat to patients. Manifestations of papilledema range from mild to severe, and early diagnosis is important to prevent vision loss and other deleterious outcomes. The purpose of this review is to highlight the role of optical coherence tomography (OCT) in the diagnosis and management of syndromes of raised intracranial pressure associated with papilledema.

Recent findings: Ophthalmoscopy is an unreliable skill for many clinicians. Optical coherence tomography is a non-invasive ocular imaging technique which may fill a current care gap, by facilitating detection of papilledema for those who cannot perform a detailed fundus examination. Optical coherence tomography may help confirm the presence of papilledema, by detecting subclinical peripapillary retinal nerve fiber layer (pRNFL) thickening that might otherwise be missed with ophthalmoscopy. Enhanced depth imaging (EDI) and swept source OCT techniques may identify optic disc drusen as cause of pseudo-papilledema. Macular ganglion cell inner plexiform layer (mGCIPL) values may provide early signs of neuroaxonal injury in patients with papilledema and inform management for patients with syndromes of raised intracranial pressure. There are well-established advantages and disadvantages of OCT that need to be fully understood to best utilize this method for the detection of papilledema. Overall, OCT may complement other existing tools by facilitating detection of papilledema and tracking response to therapies.  Moving forward, OCT findings may be included in deep learning models to diagnose papilledema.

审查目的:视乳头水肿是指颅内压升高引起的视盘肿胀。这种综合征由多种潜在原因引起,可能对患者造成不同程度的威胁。乳头水肿的表现从轻微到严重不等,早期诊断对于防止视力丧失和其他有害后果非常重要。本综述旨在强调光学相干断层扫描(OCT)在诊断和治疗与乳头水肿相关的颅内压升高综合征中的作用:对许多临床医生来说,眼底镜检查是一项不可靠的技能。光学相干断层扫描是一种非侵入性眼部成像技术,可为那些无法进行详细眼底检查的人提供检测乳头水肿的便利,从而填补了目前的医疗空白。光学相干断层扫描通过检测亚临床周围视网膜神经纤维层(pRNFL)增厚,可帮助确认乳头水肿的存在,否则眼底镜检查可能会漏诊。增强深度成像(EDI)和扫描源 OCT 技术可确定视盘色素是假性乳头水肿的原因。黄斑神经节细胞丛状内层(mGCIPL)值可提供乳头水肿患者神经轴损伤的早期迹象,并为颅内压升高综合征患者的治疗提供参考。OCT 有公认的优点和缺点,需要充分了解这些优点和缺点,才能更好地利用这一工具检测乳头水肿。总之,OCT 可以辅助其他现有工具,帮助检测乳头水肿并跟踪治疗反应。 展望未来,OCT 研究结果可能会被纳入深度学习模型,以诊断乳头水肿。
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引用次数: 0
Updated Response Assessment in Neuro-Oncology (RANO) for Gliomas. 神经肿瘤学(RANO)中胶质瘤的最新反应评估。
IF 5.6 2区 医学 Q1 Medicine Pub Date : 2024-02-01 Epub Date: 2024-01-03 DOI: 10.1007/s11910-023-01329-4
Gilbert Youssef, Patrick Y Wen

Purpose of review: The response assessment in Neuro-Oncology (RANO) criteria and its versions were developed by expert opinion consensus to standardize response evaluation in glioma clinical trials. New patient-based data informed the development of updated response assessment criteria, RANO 2.0.

Recent findings: In a recent study of patients with glioblastoma, the post-radiation brain MRI was a superior baseline MRI compared to the pretreatment MRI, and confirmation scans were only beneficial within the first 12 weeks of completion of radiation in newly diagnosed disease. Nonenhancing disease evaluation did not improve the correlation between progression-free survival and overall survival in newly diagnosed and recurrent settings. RANO 2.0 recommends a single common response criteria for high- and low-grade gliomas, regardless of the treatment modality being evaluated. It also provides guidance on the evaluation of nonenhancing tumors and tumors with both enhancing and nonenhancing components.

综述目的:神经肿瘤学反应评估(RANO)标准及其版本是在专家意见一致的基础上制定的,旨在规范胶质瘤临床试验中的反应评估。新的患者数据为更新的反应评估标准 RANO 2.0 的制定提供了依据:在最近一项针对胶质母细胞瘤患者的研究中,与治疗前的磁共振成像相比,放射治疗后的脑磁共振成像是一种更优越的基线磁共振成像,而确认扫描仅在新诊断疾病完成放射治疗后的前 12 周内有益。在新诊断和复发的情况下,非增强性疾病评估并不能改善无进展生存期和总生存期之间的相关性。RANO 2.0 建议对高分化和低分化胶质瘤采用单一的通用反应标准,无论评估的治疗模式如何。RANO 2.0 还为评估非增强型肿瘤和同时具有增强型和非增强型成分的肿瘤提供了指导。
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引用次数: 0
Magnetoencephalography for Epilepsy Presurgical Evaluation. 用于癫痫手术前评估的脑磁图。
IF 5.6 2区 医学 Q1 Medicine Pub Date : 2024-02-01 Epub Date: 2023-12-27 DOI: 10.1007/s11910-023-01328-5
Aaron S Geller, Peter Teale, Eugene Kronberg, John S Ebersole

Purpose of the review: Magnetoencephalography (MEG) is a functional neuroimaging technique that records neurophysiology data with millisecond temporal resolution and localizes it with subcentimeter accuracy. Its capability to provide high resolution in both of these domains makes it a powerful tool both in basic neuroscience as well as clinical applications. In neurology, it has proven useful in its ability to record and localize epileptiform activity. Epilepsy workup typically begins with scalp electroencephalography (EEG), but in many situations, EEG-based localization of the epileptogenic zone is inadequate. The complementary sensitivity of MEG can be crucial in such cases, and MEG has been adopted at many centers as an important resource in building a surgical hypothesis. In this paper, we review recent work evaluating the extent of MEG influence of presurgical evaluations, novel analyses of MEG data employed in surgical workup, and new MEG instrumentation that will likely affect the field of clinical MEG.

Recent findings: MEG consistently contributes to presurgical evaluation and these contributions often change the plan for epilepsy surgery. Extensive work has been done to develop new analytic methods for localizing the source of epileptiform activity with MEG. Systems using optically pumped magnetometry (OPM) have been successfully deployed to record and localize epileptiform activity. MEG remains an important noninvasive tool for epilepsy presurgical evaluation. Continued improvements in analytic methodology will likely increase the diagnostic yield of the test. Novel instrumentation with OPM may contribute to this as well, and may increase accessibility of MEG by decreasing cost.

综述的目的:脑磁图(MEG)是一种功能性神经成像技术,能以毫秒级的时间分辨率记录神经生理学数据,并以亚厘米级的精度进行定位。它在这两个领域都能提供高分辨率,因此成为基础神经科学和临床应用的强大工具。在神经学领域,它被证明在记录和定位癫痫样活动方面非常有用。癫痫检查通常从头皮脑电图(EEG)开始,但在许多情况下,基于 EEG 的致痫区定位并不充分。在这种情况下,脑电图的补充灵敏度至关重要,许多中心已将脑电图作为建立手术假设的重要资源。在本文中,我们将回顾最近的工作,评估 MEG 对手术前评估的影响程度、对手术工作中使用的 MEG 数据的新分析,以及可能影响临床 MEG 领域的新型 MEG 仪器:最近的研究结果:MEG 始终有助于手术前评估,而这些贡献往往会改变癫痫手术的计划。为了开发新的分析方法,用 MEG 定位癫痫样活动的源头,我们已经做了大量工作。使用光学泵浦磁力计(OPM)的系统已成功用于记录和定位癫痫样活动。脑电图仍是癫痫术前评估的重要无创工具。分析方法的不断改进可能会提高该测试的诊断率。带有 OPM 的新型仪器也可能有助于提高诊断率,并可能通过降低成本提高 MEG 的可及性。
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引用次数: 0
Lobar Microbleeds in the Posterior Cortical Atrophy Syndrome: A Comparison to Typical Alzheimer's Disease. 后皮质萎缩综合征的脑叶微出血:与典型阿尔茨海默病的比较
IF 5.6 2区 医学 Q1 Medicine Pub Date : 2024-02-01 Epub Date: 2024-01-23 DOI: 10.1007/s11910-024-01330-5
Victoria S Pelak, Vishal Krishnan, Stephanie Serva, Peter Pressman, Asher Mahmood, Lily Noteboom, Brianne M Bettcher, Stefan H Sillau, Andrew L Callen, Ashesh A Thaker

Purpose of the study: Posterior cortical atrophy is a clinico-radiographical syndrome that presents with higher-order visual dysfunction and is most commonly due to Alzheimer's disease. Understanding factors associated with atypical presentations of Alzheimer's disease, such as posterior cortical atrophy (PCA), holds promise to shape our understanding of AD pathophysiology. Thus, we aimed to compare MRI evidence of lobar microbleeds (LMBs) in posterior cortical atrophy (PCA) syndrome to typical AD (tAD) and to assess and compare MRI evidence of cerebral amyloid angiopathy (CAA) in each group.

Findings: We retrospectively collected clinical and MRI data from participants with PCA (n = 26), identified from an institutional PCA registry, and participants with tAD (n = 46) identified from electronic health records from a single institution. LMBs were identified on susceptibility-weighted imaging (SWI); the Fazekas grade of white matter disease was assessed using FLAIR images, and Boston criteria version 2.0 for cerebral amyloid angiopathy were applied to all data. The proportion of participants with PCA and LMB (7.7%) was lower than for tAD (47.8%) (p = 0.005). The frequency of "probable" CAA was similar in both groups, while "possible" CAA was more frequent in tAD (30.4%) than PCA (0%) (p = 0.001). The Fazekas grades were not different between groups. Lobar microbleeds on SWI were not more common in PCA than in typical AD. Clinicopathological investigations are necessary to confirm these findings. The factors that contribute to the posterior cortical atrophy phenotype are unknown.

研究目的后皮质萎缩是一种临床放射学综合征,表现为高阶视觉功能障碍,最常见的原因是阿尔茨海默病。了解与阿尔茨海默病(如后皮质萎缩)非典型表现相关的因素,有望帮助我们理解阿尔茨海默病的病理生理学。因此,我们旨在比较后部皮质萎缩(PCA)综合征和典型阿兹海默症(tAD)的脑叶微出血(LMBs)的磁共振成像证据,并评估和比较每组患者脑淀粉样血管病(CAA)的磁共振成像证据:我们回顾性地收集了PCA患者(26人)和tAD患者(46人)的临床和MRI数据,前者是从PCA登记机构中确认的,后者是从一家机构的电子健康记录中确认的。LMB是通过感度加权成像(SWI)确定的;白质疾病的Fazekas分级是通过FLAIR图像评估的,波士顿标准2.0版的脑淀粉样血管病标准适用于所有数据。患有 PCA 和 LMB 的参与者比例(7.7%)低于 tAD(47.8%)(p = 0.005)。两组中 "可能 "CAA 的发生率相似,而 "可能 "CAA 在 tAD 中的发生率(30.4%)高于 PCA(0%)(p = 0.001)。两组患者的 Fazekas 分级没有差异。SWI上的脑叶微出血在PCA中并不比在典型AD中更常见。有必要进行临床病理学调查以证实这些发现。导致后皮质萎缩表型的因素尚不清楚。
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引用次数: 0
Hormonal Therapies in Multiple Sclerosis: a Review of Clinical Data 多发性硬化症的激素疗法:临床数据回顾
IF 5.6 2区 医学 Q1 Medicine Pub Date : 2023-12-16 DOI: 10.1007/s11910-023-01326-7
Stephanie Hsu, Riley Bove

Purpose of Review

Given the potential for exogenous hormones to influence risk and course of MS, this narrative review aims to summarize current knowledge from observational and interventional studies of exogenous hormones in humans with MS.

Recent Findings

Large randomized clinical trials for combined oral contraceptives and estriol both show modest effect on inflammatory activity, with the latter showing potential neuroprotective effect. After fertility treatment, large actively treated cohorts have not confirmed any elevated risk of relapse. Preclinical data suggest that androgens, selective estrogen receptor modulators (SERMs), and selective androgen receptor modulators (SARMs) may be neuroprotective but clinical data are lacking. Gender affirming treatment, particularly estrogen in trans-women, could possibly be associated with elevated risk of inflammation. For women with MS entering menopause, hormone therapy appears safe during the appropriate menopausal window, but its long-term effects on neuroprotection are unknown.

Summary

Exogenous hormones, used in varied doses and for diverse indications, have variable effects on MS risk, inflammatory activity, and neuroprotection. Large randomized trials are needed before it is possible to determine the true effect of exogenous hormones in a condition as complex as MS.

综述目的鉴于外源性激素有可能影响多发性硬化症的发病风险和病程,本综述旨在总结目前有关多发性硬化症患者外源性激素的观察性和干预性研究的知识。经过生育治疗后,大规模的积极治疗队列并未证实复发风险升高。临床前数据表明,雄激素、选择性雌激素受体调节剂(SERMs)和选择性雄激素受体调节剂(SARMs)可能具有神经保护作用,但缺乏临床数据。性别确认治疗,尤其是变性女性使用的雌激素,可能与炎症风险升高有关。对于进入更年期的多发性硬化症女性患者,在适当的更年期窗口期使用激素治疗似乎是安全的,但其对神经保护的长期影响尚不清楚。在确定外源性激素对多发性硬化症这种复杂疾病的真正影响之前,需要进行大规模的随机试验。
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引用次数: 0
Exploring the Role of Locus Coeruleus in Alzheimer’s Disease: a Comprehensive Update on MRI Studies and Implications 探索大脑灶在阿尔茨海默病中的作用:核磁共振成像研究的全面更新及其影响
IF 5.6 2区 医学 Q1 Medicine Pub Date : 2023-12-08 DOI: 10.1007/s11910-023-01324-9
Alessandro Galgani, Filippo Sean Giorgi

Purpose of Review

Performing a thorough review of magnetic resonance imaging (MRI) studies assessing locus coeruleus (LC) integrity in ageing and Alzheimer’s disease (AD), and contextualizing them with current preclinical and neuropathological literature.

Recent Findings

MRI successfully detected LC alterations in ageing and AD, identifying degenerative phenomena involving this nucleus even in the prodromal stages of the disorder. The degree of LC disruption was also associated with the severity of AD cortical pathology, cognitive and behavioral impairment, and the risk of clinical progression.

Summary

Locus coeruleus-MRI has proved to be a useful tool to assess the integrity of the central noradrenergic system in vivo in humans. It allowed to test in patients preclinical and experimental hypothesis, thus confirming the specific and marked involvement of the LC in AD and its key pathogenetic role. Locus coeruleus-MRI–related data might represent the theoretical basis on which to start developing noradrenergic drugs to target AD.

综述目的对磁共振成像(MRI)研究进行全面综述,评估老龄化和阿尔茨海默病(AD)中位置小脑(LC)的完整性,并将其与当前的临床前和神经病理学文献结合起来。Locus coeruleus-MRI 已被证明是评估体内中枢去甲肾上腺素能系统完整性的有效工具。它允许在患者身上测试临床前和实验假设,从而证实了嗜铬细胞在注意力缺失症中的特异性和明显参与及其关键的致病作用。与Locus coeruleus-MRI相关的数据可能是开始开发针对AD的去甲肾上腺素能药物的理论基础。
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引用次数: 0
Recent Advances in Pediatric Medulloblastoma. 儿童髓母细胞瘤的最新进展。
IF 5.6 2区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-11-09 DOI: 10.1007/s11910-023-01316-9
Kasey Jackson, Roger J Packer

Purpose of review: Review recent advances in the understanding of pediatric medulloblastoma including etiology, biology, radiology, and management of pediatric medulloblastoma.

Recent findings: The classic four subgroups have been reclassified and further subdivided based on new molecular findings. Research is revealing the cell origins of the different subtypes of medulloblastoma. There has been continued personalization of management based on molecular parameters. While many advances have been made in the knowledge base of this most common malignant pediatric brain tumor, there has not yet been translation into more effective therapies to prolong survival in all subgroups with the possible exception of children with group 3 disease. Quality of life remains a major challenge for long-term survivors.

综述目的:综述儿童髓母细胞瘤的最新进展,包括病因、生物学、放射学和治疗。最近的发现:根据新的分子发现,经典的四个亚组被重新分类并进一步细分。研究揭示了髓母细胞瘤不同亚型的细胞起源。基于分子参数的管理持续个性化。尽管在这种最常见的儿童恶性脑肿瘤的知识库方面取得了许多进展,但尚未转化为更有效的治疗方法来延长所有亚组的生存期,可能患有第3组疾病的儿童除外。生活质量仍然是长期幸存者面临的重大挑战。
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引用次数: 0
Autonomic Manifestations of Long-COVID Syndrome. 长期新冠肺炎综合征的自主性表现。
IF 5.6 2区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-11-10 DOI: 10.1007/s11910-023-01320-z
Rashmin Hira, Kavithra Karalasingham, Jacquie R Baker, Satish R Raj

Purpose of review: Long-COVID is a novel condition emerging from the COVID-19 pandemic. Long-COVID is characterized by symptoms commonly seen in autonomic disorders including fatigue, brain fog, light-headedness, and palpitations. This article will critically evaluate recent findings and studies on Long-COVID and its physiological autonomic manifestations.

Recent findings: Studies have reported on the prevalence of different symptoms and autonomic disorders in Long-COVID cohorts. Autonomic nervous system function, including both the parasympathetic and sympathetic limbs, has been studied using different testing techniques in Long-COVID patients. While numerous mechanisms may contribute to Long-COVID autonomic pathophysiology, it is currently unclear which ones lead to a Long-COVID presentation. To date, studies have not tested treatment options for autonomic disorders in Long-COVID patients. Long-COVID is associated with autonomic abnormalities. There is a high prevalence of clinical autonomic disorders among Long-COVID patients, with limited knowledge of the underlying mechanisms and the effectiveness of treatment options.

综述目的:长期COVID是新冠肺炎大流行后出现的一种新情况。长期新冠肺炎的特征是常见于自主神经疾病的症状,包括疲劳、脑雾、头晕和心悸。本文将批判性地评价长期新冠肺炎及其生理自主神经表现的最新发现和研究。最近的发现:研究报告了长期新冠肺炎患者中不同症状和自主神经障碍的患病率。长期新冠肺炎患者的自主神经系统功能,包括副交感神经和交感肢体,已经使用不同的测试技术进行了研究。虽然许多机制可能有助于长期新冠肺炎的自主病理生理学,但目前尚不清楚哪些机制会导致长期新冠病毒的表现。迄今为止,研究尚未测试长期新冠肺炎患者自主神经障碍的治疗方案。长期新冠肺炎与自主神经异常有关。长期新冠肺炎患者临床自主神经障碍的患病率很高,对潜在机制和治疗方案的有效性了解有限。
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引用次数: 0
Vagus Nerve Stimulation in Ischemic Stroke. 迷走神经刺激在缺血性中风中的作用。
IF 5.6 2区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-11-27 DOI: 10.1007/s11910-023-01323-w
Sasan Andalib, Afshin A Divani, Cenk Ayata, Sheharyar Baig, Ethem Murat Arsava, Mehmet Akif Topcuoglu, Eder Leonardo Cáceres, Vinay Parikh, Masoom J Desai, Arshad Majid, Sara Girolami, Mario Di Napoli

Purpose of review: Vagus nerve stimulation (VNS) has emerged as a potential therapeutic approach for neurological and psychiatric disorders. In recent years, there has been increasing interest in VNS for treating ischemic stroke. This review discusses the evidence supporting VNS as a treatment option for ischemic stroke and elucidates its underlying mechanisms.

Recent findings: Preclinical studies investigating VNS in stroke models have shown reduced infarct volumes and improved neurological deficits. Additionally, VNS has been found to reduce reperfusion injury. VNS may promote neuroprotection by reducing inflammation, enhancing cerebral blood flow, and modulating the release of neurotransmitters. Additionally, VNS may stimulate neuroplasticity, thereby facilitating post-stroke recovery. The Food and Drug Administration has approved invasive VNS (iVNS) combined with rehabilitation for ischemic stroke patients with moderate to severe upper limb deficits. However, iVNS is not feasible in acute stroke due to its time-sensitive nature. Non-invasive VNS (nVNS) may be an alternative approach for treating ischemic stroke. While the evidence from preclinical studies and clinical trials of nVNS is promising, the mechanisms through which VNS exerts its beneficial effects on ischemic stroke are still being elucidated. Therefore, further research is needed to better understand the efficacy and underlying mechanisms of nVNS in ischemic stroke. Moreover, large-scale randomized clinical trials are necessary to determine the optimal nVNS protocols, assess its long-term effects on stroke recovery and outcomes, and identify the potential benefits of combining nVNS with other rehabilitation strategies.

综述目的:迷走神经刺激(VNS)已成为神经和精神疾病的潜在治疗方法。近年来,VNS治疗缺血性脑卒中的兴趣越来越大。这篇综述讨论了支持VNS作为缺血性卒中治疗选择的证据,并阐明了其潜在机制。最近的发现:临床前研究在卒中模型中调查VNS显示梗死面积减少和神经功能缺损改善。此外,VNS还可减轻再灌注损伤。VNS可能通过减少炎症、促进脑血流量和调节神经递质的释放来促进神经保护。此外,VNS可能刺激神经可塑性,从而促进中风后的恢复。美国食品和药物管理局(fda)已批准有创性VNS (iVNS)联合康复治疗中度至重度上肢缺陷缺血性卒中患者。然而,由于其时间敏感性,iVNS在急性脑卒中中并不可行。无创VNS (nVNS)可能是治疗缺血性卒中的另一种方法。虽然nVNS的临床前研究和临床试验的证据是有希望的,但VNS对缺血性脑卒中的有益作用机制仍有待阐明。因此,需要进一步研究nVNS在缺血性脑卒中中的疗效和潜在机制。此外,有必要进行大规模随机临床试验,以确定最佳nVNS方案,评估其对卒中恢复和预后的长期影响,并确定nVNS与其他康复策略联合使用的潜在益处。
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引用次数: 0
Machine Learning and Artificial Intelligence Applications to Epilepsy: a Review for the Practicing Epileptologist. 机器学习和人工智能在癫痫中的应用:对癫痫执业医师的回顾。
IF 5.6 2区 医学 Q1 Medicine Pub Date : 2023-12-01 Epub Date: 2023-12-07 DOI: 10.1007/s11910-023-01318-7
Wesley T Kerr, Katherine N McFarlane

Purpose of review: Machine Learning (ML) and Artificial Intelligence (AI) are data-driven techniques to translate raw data into applicable and interpretable insights that can assist in clinical decision making. Some of these tools have extremely promising initial results, earning both great excitement and creating hype. This non-technical article reviews recent developments in ML/AI in epilepsy to assist the current practicing epileptologist in understanding both the benefits and limitations of integrating ML/AI tools into their clinical practice.

Recent findings: ML/AI tools have been developed to assist clinicians in almost every clinical decision including (1) predicting future epilepsy in people at risk, (2) detecting and monitoring for seizures, (3) differentiating epilepsy from mimics, (4) using data to improve neuroanatomic localization and lateralization, and (5) tracking and predicting response to medical and surgical treatments. We also discuss practical, ethical, and equity considerations in the development and application of ML/AI tools including chatbots based on Large Language Models (e.g., ChatGPT). ML/AI tools will change how clinical medicine is practiced, but, with rare exceptions, the transferability to other centers, effectiveness, and safety of these approaches have not yet been established rigorously. In the future, ML/AI will not replace epileptologists, but epileptologists with ML/AI will replace epileptologists without ML/AI.

回顾目的:机器学习(ML)和人工智能(AI)是数据驱动技术,将原始数据转化为可应用和可解释的见解,有助于临床决策。其中一些工具有非常有希望的初步结果,赢得了极大的兴奋和炒作。这篇非技术文章回顾了癫痫中ML/AI的最新发展,以帮助当前执业的癫痫学家了解将ML/AI工具整合到临床实践中的好处和局限性。最近的发现:ML/AI工具已经开发出来,以协助临床医生几乎所有的临床决策,包括(1)预测高危人群未来的癫痫,(2)检测和监测癫痫发作,(3)区分癫痫和模仿,(4)使用数据来改善神经解剖定位和侧化,以及(5)跟踪和预测对医疗和手术治疗的反应。我们还讨论了ML/AI工具(包括基于大型语言模型(例如ChatGPT)的聊天机器人)的开发和应用中的实践,道德和公平考虑因素。ML/AI工具将改变临床医学的实践方式,但除了极少数例外,这些方法的可转移性、有效性和安全性尚未严格建立。未来,ML/AI不会取代癫痫病医生,但有ML/AI的癫痫病医生会取代没有ML/AI的癫痫病医生。
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引用次数: 0
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