Brain injuries

脑损伤
  • 文章类型: Journal Article
    背景:在英格兰,每年有超过3000名婴儿在出生时遭受脑损伤。尽管这些伤害会对儿童及其家庭产生重要影响,我们对这些伤害如何影响儿童生命的理解是有限的。
    方法:CHERuB研究(围产期脑损伤后的儿童健康和教育结果)的目的是通过建立人口匹配的队列研究,调查围产期脑损伤后的纵向儿童健康和教育结果。本研究将使用卫生和社会护理部门对围产期脑损伤的定义,包括颅内出血的婴儿,早产白质损伤,缺氧缺血性脑病,围产期中风,中枢神经系统感染,癫痫发作和核氏症。将包括2008年至2019年间在英格兰出生的所有围产期脑损伤儿童(n=54176),并创建两个匹配的无脑损伤婴儿比较组:从国家新生儿研究数据集确定的早产对照组和使用出生记录确定的足月/晚期早产对照组。国民健康,这些婴儿的教育和社会护理记录将被联系起来,以确定他们在2008年至2023年之间的纵向童年结局。该队列将包括约170000名儿童。围产期脑损伤与无神经感觉障碍的生存率之间的关联,神经发育障碍,将使用回归方法和事件发生时间分析来检查整个儿童期的慢性健康状况和精神健康状况.
    背景:本研究获得了西伦敦研究伦理委员会和机密咨询小组的批准(20/LO/1023和22/CAG/0068于20/10/2022发布)。研究结果将在开放获取期刊上发表,并通过CHERuB研究网站进行宣传。社交媒体账户和我们的慈善合作伙伴。
    BACKGROUND: Over 3000 infants suffer a brain injury around the time of birth every year in England. Although these injuries can have important implications for children and their families, our understanding of how these injuries affect children\'s lives is limited.
    METHODS: The aim of the CHERuB study (Childhood Health and Educational outcomes afteR perinatal Brain injury) is to investigate longitudinal childhood health and educational outcomes after perinatal brain injury through the creation of a population-matched cohort study. This study will use the Department of Health and Social Care definition of perinatal brain injury which includes infants with intracranial haemorrhage, preterm white matter injury, hypoxic ischaemic encephalopathy, perinatal stroke, central nervous system infections, seizures and kernicterus. All children born with a perinatal brain injury in England between 2008 and 2019 will be included (n=54 176) and two matched comparator groups of infants without brain injury will be created: a preterm control group identified from the National Neonatal Research Data Set and a term/late preterm control group identified using birth records. The national health, education and social care records of these infants will be linked to ascertain their longitudinal childhood outcomes between 2008 and 2023. This cohort will include approximately 170 000 children. The associations between perinatal brain injuries and survival without neurosensory impairment, neurodevelopmental impairments, chronic health conditions and mental health conditions throughout childhood will be examined using regression methods and time-to-event analyses.
    BACKGROUND: This study has West London Research Ethics Committee and Confidential Advisory Group approval (20/LO/1023 and 22/CAG/0068 issued 20/10/2022). Findings will be published in open-access journals and publicised via the CHERuB study website, social media accounts and our charity partners.
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  • 文章类型: Journal Article
    背景:创伤性脑损伤(TBI)和脊髓损伤(SCI)都是全球永久性残疾的主要原因,2016年全球估计有2700万新的TBI病例和93万新的SCI病例。在澳大利亚,国家残疾人保险计划(NDIS)为残疾人提供支持。NDIS的报告表明,对TBI和SCI人员的支持成本一直在急剧增加,并且缺乏对这些增长的驱动因素的独立分析。这种数据联系旨在更好地了解康复医院与NDIS之间的参与者过渡以及康复中的功能独立性与NDIS中的资源分配之间的相关性。
    方法:这是一个回顾性研究,基于人群的队列研究,使用澳大利亚范围内的NDIS参与者数据和康复医院事件数据。链接的数据集提供了功能独立性的比较,可以将NDIS资源分配与TBI和SCI的人进行比较。该协议概述了用于将来自澳大利亚康复成果中心(AROC)的部分识别的事件数据与来自NDIS的识别的参与者数据进行链接的安全且分离的数据链接方法。该链接采用逐步确定性链接方法。链接数据集的统计分析将考虑康复医院的功能独立性测量得分与NDIS计划中承诺的资金支持之间的关系。该协议为康复医院和NDIS之间的持续数据链接奠定了基础,以协助过渡到NDIS。
    背景:伦理批准来自麦格理大学人类研究伦理委员会。AROC数据治理委员会和NDIS数据管理委员会已经批准了该项目。研究结果将通过科学期刊上的同行评审出版物传播给关键利益相关者,并通过AROC和NDIS向临床和政策受众进行介绍。
    BACKGROUND: Traumatic brain injury (TBI) and spinal cord injury (SCI) are both major contributors to permanent disability globally, with an estimated 27 million new cases of TBI and 0.93 million new cases of SCI globally in 2016. In Australia, the National Disability Insurance Scheme (NDIS) provides support to people with disability. Reports from the NDIS suggest that the cost of support for people with TBI and SCI has been increasing dramatically, and there is a lack of independent analysis of the drivers of these increases. This data linkage seeks to better understand the participant transition between rehabilitation hospitals and the NDIS and the correlation between functional independence in rehabilitation and resource allocation in the NDIS.
    METHODS: This is a retrospective, population-based cohort study using Australia-wide NDIS participant data and rehabilitation hospital episode data. The linked dataset provides a comparison of functional independence against which to compare the NDIS resource allocation to people with TBI and SCI. This protocol outlines the secure and separated data linkage approach employed in linking partially identified episode data from the Australasian Rehabilitation Outcomes Centre (AROC) with identified participant data from the NDIS. The linkage employs a stepwise deterministic linkage approach. Statistical analysis of the linked dataset will consider the relationship between the functional independence measure score from the rehabilitation hospital and the committed funding supports in the NDIS plan. This protocol sets the foundation for an ongoing data linkage between rehabilitation hospitals and the NDIS to assist transition to the NDIS.
    BACKGROUND: Ethics approval is from the Macquarie University Human Research Ethics Committee. AROC Data Governance Committee and NDIS Data Management Committee have approved this project. Research findings will be disseminated to key stakeholders through peer-reviewed publications in scientific journals and presentations to clinical and policy audiences via AROC and NDIS.
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  • 文章类型: Journal Article
    背景:创伤性脑损伤(TBI)是导致残疾的主要原因,全球年发病率估计为6900万人。幸存者可以经历长期的视觉变化,改变了精神状态,可能与精神疾病有关的神经功能缺损和长期影响。由于枪伤,TBI在军事人员中普遍存在,和爆炸伤。本研究旨在评估进化的视觉,退伍军人和平民的生化和心理健康变化,患有TBI,并检测TBI恢复的初步预后指标,和生活质量结果。
    方法:UNTANGLE是一项为期24个月的前瞻性观察性试点研究,招募了三个患者组:患有急性中重度TBI的平民,诊断为先前TBI的退伍军人和对照组的平民或没有先前TBI病史的退伍军人。患者将接受视觉检查,生化和心理健康评估,以及患者报告的1年随访期间的生活质量结局指标.
    背景:已从健康研究机构和威尔士健康与护理研究中心获得了道德批准,REC参考号为23/NW/0203。研究结果将在科学会议上发表,并在同行评审的期刊上发表。包括民用和军事相关出版物。我们还将在学习神经科学,神经精神病学和军事学会的国家和国际会议上介绍我们的发现。我们预计,我们的试点研究将为TBI的长期结果和生活质量提供更大规模的研究,具体到退伍军人,这样可以尽快获得潜在的干预措施。
    背景:ISRCTN13276511。
    BACKGROUND: Traumatic brain injury (TBI) is a major cause of disability, with annual global incidence estimated as 69 million people. Survivors can experience long-term visual changes, altered mental state, neurological deficits and long-term effects that may be associated with mental illness. TBI is prevalent in military personnel due to gunshot wounds, and blast injury. This study aims to evaluate the relationship between evolving visual, biochemical and mental health changes in both military veterans and civilians, suffering from TBI, and detect preliminary indicators of prognosis for TBI recovery, and quality-of-life outcomes.
    METHODS: UNTANGLE is a 24-month prospective observational pilot study recruiting three patient groups: civilians with acute moderate-severe TBI, military veterans with diagnosis of a previous TBI and a control group of civilians or veterans with no history of a previous TBI. Patients will undergo visual, biochemical and mental health assessments, as well as patient-reported quality of life outcome measures over the course of a 1-year follow-up period.
    BACKGROUND: Ethical approval has been obtained from the Health Research Authority and Health and Care Research Wales with a REC reference number of 23/NW/0203. The results of the study will be presented at scientific meetings and published in peer-reviewed journals, including both civilian and military-related publications. We will also present our findings at national and international meetings of learnt neuroscience and neuropsychiatry and military societies. We anticipate that our pilot study will inform a larger study on the long-term outcomes of TBI and quality of life, specific to military veterans, such that potential interventions may be accessed as quickly as possible.
    BACKGROUND: ISRCTN13276511.
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  • 文章类型: Journal Article
    目的:去骨瓣减压术偶尔作为挽救生命的神经外科介入治疗急性重型颅脑损伤患者,以减少难治性颅内高压。随后,进行颅骨修补术(CP)以修复颅骨缺损。同时,病人没有颅骨保护,对他们的日常生活知之甚少。因此,这项研究探索了在等待CP的去骨瓣减压术后没有颅骨保护的患者的日常生活。
    方法:一项多病例研究检查了六名有目的的患者,患者家属,和医护人员。对参与者进行了访谈,并使用定性内容分析对数据进行了分析。
    结果:跨案例分析确定了五个类别:“适应新的生活方式,“\”不断意识到没有颅骨保护,\"\"管理日常生活需要具备足够资格的现有员工,\"\"日常生活的影响取决于恢复的程度,在等待颅骨成形术时,日常生活陷入了困境。“没有颅骨保护的患者通过养成新的习惯和惯例来应对日常生活,但是缺乏颅骨保护也带来了不便和局限性,特别是在日常生活中具有更大独立性的患者中。等待CP的时间被认为处于困境,关于规划的不确定性被认为是令人沮丧的。
    结论:结果表明,在等待期间,一群患有脑损伤和沟通障碍的脆弱患者正在努力寻找新的常规。为确保这一时期的安全并减少那些没有颅骨保护的人的日常生活中的一些问题,需要一种以人为本的护理方法,包括为正确的医疗机构提供联系信息,并为CP单独计划安排。
    OBJECTIVE: Decompressive craniectomy is occasionally performed as a life-saving neurosurgical intervention in patients with acute severe brain injury to reduce refractory intracranial hypertension. Subsequently, cranioplasty (CP) is performed to repair the skull defect. In the meantime, patients are living without cranial bone protection, and little is known about their daily life. This study accordingly explored daily life among patients living without cranial bone protection after decompressive craniectomy while awaiting CP.
    METHODS: A multiple-case study examined six purposively sampled patients, patients\' family members, and healthcare staff. The participants were interviewed and the data were analyzed using qualitative content analysis.
    RESULTS: The cross-case analysis identified five categories: \"Adapting to new ways of living,\" \"Constant awareness of the absence of cranial bone protection,\" \"Managing daily life requires available staff with adequate qualifications,\" \"Impact of daily life depends on the degree of recovery,\" and \"Daily life stuck in limbo while awaiting cranioplasty.\" The patients living without cranial bone protection coped with daily life by developing new habits and routines, but the absence of cranial bone protection also entailed inconveniences and limitations, particularly among the patients with greater independence in their everyday living. Time spent awaiting CP was experienced as being in limbo, and uncertainty regarding planning was perceived as frustrating.
    CONCLUSIONS: The results indicate a vulnerable group of patients with brain damage and communication impairments struggling to find new routines during a waiting period experienced as being in limbo. Making this period safe and reducing some problems in daily life for those living without cranial bone protection calls for a person-centered approach to care involving providing contact information for the correct healthcare institution and individually planned scheduling for CP.
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  • 文章类型: Letter
    暂无摘要。
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  • 文章类型: Journal Article
    目的:对于急性重型颅脑损伤的危重患者,意识可能会在行为反应之前重新出现。隐蔽意识的现象(即,认知运动解离)可以通过先进的神经技术来检测,例如基于任务的功能MRI(fMRI)和脑电图(EEG)。在这篇叙述性评论中,我们总结了ICU隐性意识检测的科学状态。Further,我们考虑在ICU中诊断隐性意识的预后和治疗意义,以及它可能为严重脑损伤患者继续维持生命治疗的讨论提供信息。
    方法:我们回顾了有关隐性意识的重要医学文献。
    方法:我们纳入了临床研究,调查了基于任务的功能磁共振成像和脑电图等先进神经技术的诊断性能特征和预后效用。我们专注于临床指南,专业社会科学声明,以及与ICU中先进神经技术的实施有关的神经伦理学分析,以检测秘密意识。
    方法:我们提取了研究结果,指导方针建议,和社会关于诊断的科学声明建议,预后,隐性意识与ICU重型颅脑损伤患者临床护理的治疗相关性。
    结论:新的证据表明,在行为检查中出现反应迟钝的ICU患者中,约有15-20%存在隐性意识。在创伤性和非创伤性脑损伤患者中可以检测到隐蔽意识,包括行为检查提示昏迷状态的患者。ICU中隐性意识的存在可以预测长期功能恢复的速度和程度。专业社会指南现在建议使用基于任务的功能磁共振成像和脑电图评估隐蔽意识。然而,此类研究患者选择的临床标准尚不确定,全球获得先进神经技术的机会有限.
    OBJECTIVE: For critically ill patients with acute severe brain injuries, consciousness may reemerge before behavioral responsiveness. The phenomenon of covert consciousness (i.e., cognitive motor dissociation) may be detected by advanced neurotechnologies such as task-based functional MRI (fMRI) and electroencephalography (EEG) in patients who appear unresponsive on the bedside behavioral examination. In this narrative review, we summarize the state-of-the-science in ICU detection of covert consciousness. Further, we consider the prognostic and therapeutic implications of diagnosing covert consciousness in the ICU, as well as its potential to inform discussions about continuation of life-sustaining therapy for patients with severe brain injuries.
    METHODS: We reviewed salient medical literature regarding covert consciousness.
    METHODS: We included clinical studies investigating the diagnostic performance characteristics and prognostic utility of advanced neurotechnologies such as task-based fMRI and EEG. We focus on clinical guidelines, professional society scientific statements, and neuroethical analyses pertaining to the implementation of advanced neurotechnologies in the ICU to detect covert consciousness.
    METHODS: We extracted study results, guideline recommendations, and society scientific statement recommendations regarding the diagnostic, prognostic, and therapeutic relevance of covert consciousness to the clinical care of ICU patients with severe brain injuries.
    CONCLUSIONS: Emerging evidence indicates that covert consciousness is present in approximately 15-20% of ICU patients who appear unresponsive on behavioral examination. Covert consciousness may be detected in patients with traumatic and nontraumatic brain injuries, including patients whose behavioral examination suggests a comatose state. The presence of covert consciousness in the ICU may predict the pace and extent of long-term functional recovery. Professional society guidelines now recommend assessment of covert consciousness using task-based fMRI and EEG. However, the clinical criteria for patient selection for such investigations are uncertain and global access to advanced neurotechnologies is limited.
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  • 文章类型: Journal Article
    背景:对命令无反应的脑损伤患者可能会执行功能磁共振成像(fMRI)和脑电图(EEG)检测到的认知任务。这种现象,被称为认知运动解离,尚未在大量意识障碍患者中进行系统研究。
    方法:在这项在六个国际中心进行的前瞻性队列研究中,我们收集了临床,行为,以及基于任务的功能磁共振成像和脑电图数据,来自353名患有意识障碍的成年人的便利样本。我们评估了参与者对基于任务的功能磁共振成像或脑电图命令的反应,而没有对口头命令的可观察反应(即,那些行为诊断为昏迷的人,植物人状态,或最低限度的意识状态减号),以及对口头命令有可观察反应的参与者。使用昏迷恢复量表修订(CRS-R)评估对命令的可观察反应的存在与否。
    结果:来自仅功能磁共振成像或仅脑电图的数据可用于65%的参与者,来自功能磁共振成像和脑电图的数据为35%。参与者的平均年龄为37.9岁,脑损伤与CRS-R评估的中位时间为7.9个月(25%的参与者在损伤后28天内接受CRS-R评估),脑外伤是50%的病因。我们在241名参与者中的60名(25%)中检测到认知运动分离,对命令没有可观察到的反应,其中11人只使用功能磁共振成像进行了评估,13只使用脑电图,和36使用这两种技术。认知运动解离与年龄较小有关,受伤后的时间更长,和脑外伤是一个病因。相比之下,112名参与者中有43名(38%)出现了基于任务的功能磁共振成像或脑电图的反应,对口头命令有可观察的反应.
    结论:大约四分之一对命令没有可观察反应的参与者在fMRI或EEG上执行认知任务,而三分之一对命令有可观察反应的参与者。(由JamesS.McDonnell基金会等资助。).
    BACKGROUND: Patients with brain injury who are unresponsive to commands may perform cognitive tasks that are detected on functional magnetic resonance imaging (fMRI) and electroencephalography (EEG). This phenomenon, known as cognitive motor dissociation, has not been systematically studied in a large cohort of persons with disorders of consciousness.
    METHODS: In this prospective cohort study conducted at six international centers, we collected clinical, behavioral, and task-based fMRI and EEG data from a convenience sample of 353 adults with disorders of consciousness. We assessed the response to commands on task-based fMRI or EEG in participants without an observable response to verbal commands (i.e., those with a behavioral diagnosis of coma, vegetative state, or minimally conscious state-minus) and in participants with an observable response to verbal commands. The presence or absence of an observable response to commands was assessed with the use of the Coma Recovery Scale-Revised (CRS-R).
    RESULTS: Data from fMRI only or EEG only were available for 65% of the participants, and data from both fMRI and EEG were available for 35%. The median age of the participants was 37.9 years, the median time between brain injury and assessment with the CRS-R was 7.9 months (25% of the participants were assessed with the CRS-R within 28 days after injury), and brain trauma was an etiologic factor in 50%. We detected cognitive motor dissociation in 60 of the 241 participants (25%) without an observable response to commands, of whom 11 had been assessed with the use of fMRI only, 13 with the use of EEG only, and 36 with the use of both techniques. Cognitive motor dissociation was associated with younger age, longer time since injury, and brain trauma as an etiologic factor. In contrast, responses on task-based fMRI or EEG occurred in 43 of 112 participants (38%) with an observable response to verbal commands.
    CONCLUSIONS: Approximately one in four participants without an observable response to commands performed a cognitive task on fMRI or EEG as compared with one in three participants with an observable response to commands. (Funded by the James S. McDonnell Foundation and others.).
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  • 文章类型: Journal Article
    目的:护理伙伴的参与是日常职业表现认知取向(CO-OP)方法的关键特征,可以提高康复效果,促进策略和技能的推广和转移到日常生活中。深入了解护理伙伴与孩子的CO-OP干预的经验对于了解如何增强护理伙伴的参与至关重要。
    目的:深入了解患有获得性脑损伤(ABI)的儿童参与CO-OP干预的护理伙伴的经验。
    方法:采用定性描述性研究设计。在三个时间点(干预后立即以及干预后2和6个月)进行了半结构化访谈。
    方法:两个康复中心。
    方法:12名患有严重ABI的儿童或青少年的13名护理伙伴。
    结果:从33次访谈的分析中得出了三个主题:(1)儿童是治疗的活性剂,(2)护理伙伴是帮助巩固CO-OP元素的基石,和(3)CO-OP的掌握需要时间和实践,它的使用随着时间的推移而发展。
    结论:这些主题突出了对护理伙伴和儿童的CO-OP熟练程度的渐进性。这不仅体现在孩子们在任务表现上的提高,而且还在于他们解决问题的能力。随着时间的推移,护理伙伴在支持CO-OP方法方面的作用也随着他们对孩子解决问题能力的信心而展开,以及他们自己充分提供指导的能力,增加。参与似乎是促进儿童及其护理伙伴这一进步的核心。简单语言摘要:这是第一项研究,旨在为获得性脑损伤后执行功能缺陷的儿童和青少年提供护理伙伴参与日常职业表现认知取向(CO-OP)方法的见解。这也是第一项探索护理伙伴经历随时间演变的研究。涉及护理伙伴是CO-OP的关键特征。了解护理伙伴对孩子的CO-OP干预的经验可以改善孩子的康复效果。研究发现,随着对孩子解决问题能力的信心增强,护理伙伴在支持孩子的CO-OP方法中的作用会随着时间的推移而提高。随着时间的推移,护理伙伴自己为孩子提供充分指导的能力也在增加。参与似乎是促进儿童及其护理伙伴这一进步的核心。希望职业治疗师将考虑这项研究的结果,以更好地支持护理伙伴在现实生活中与孩子一起实施CO-OP方法。
    OBJECTIVE: Care partners\' involvement is a key feature of the Cognitive Orientation to daily Occupational Performance (CO-OP) approach that can enhance rehabilitation outcomes and promote the generalization and transfer of strategies and skills to everyday life. Gaining insight into care partners\' experience with their child\'s CO-OP intervention is critical to understanding how to enhance care partners\' involvement.
    OBJECTIVE: To gain insight into the experience of care partners whose child with acquired brain injury (ABI) participated in CO-OP intervention.
    METHODS: A qualitative descriptive research design was used. Semistructured interviews were conducted at three time points (immediate postintervention and at 2 and 6 mo postintervention).
    METHODS: Two rehabilitation centers.
    METHODS: Thirteen care partners of 12 children or youth with severe ABI.
    RESULTS: Three themes emerged from the analysis of 33 interviews: (1) The child is an active agent in their therapy, (2) the care partner is the keystone who helps solidify the elements of CO-OP, and (3) CO-OP mastery requires time and practice, and its use evolves over time.
    CONCLUSIONS: These themes highlight the progressive nature of proficiency in CO-OP for both care partners and children. This was evident not only in the children\'s improvement in task performance, but also in their ability to problem solve. Care partners\' role in supporting the CO-OP approach also unfolds over time as their confidence in their child\'s problem-solving abilities, and in their own ability to adequately provide guidance, increases. Engagement seems to be central in facilitating this progression for both children and their care partners. Plain-Language Summary: This is the first study to provide insights into the involvement of care partners in the Cognitive Orientation to daily Occupational Performance (CO-OP) approach for children and youth with executive function deficits after acquired brain injury. This is also the first study to explore the evolution of care partners\' experiences over time. Involving care partners is a key feature of the CO-OP. Understanding care partners\' experiences with their child\'s CO-OP intervention can improve a child\'s rehabilitation outcomes. The study found that care partners\' role in supporting their child\'s CO-OP approach improved over time as their confidence in their child\'s problem-solving abilities increased. The care partners\' own ability to adequately provide guidance to their child also increased over time. Engagement seems to be central in facilitating this progression for both children and their care partners. It is hoped that occupational therapists will consider the findings of this study to better support care partners in implementing the CO-OP approach with their child in their real-life context.
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  • 文章类型: Journal Article
    目的:使用Dense-UNet架构评估基于深度学习的管道,以评估创伤性脑损伤(TBI)后的非对比计算机断层扫描(NCCT)头部扫描的急性颅内出血(ICH)。
    方法:这项回顾性研究是使用原型算法进行的,该算法在TBI背景下评估了502例ICH的NCCT头部扫描。四名委员会认证的放射科医师一致评估了CT扫描,以建立出血存在和ICH类型的参考标准。因此,所有CT扫描由算法和董事会认证的放射科医师独立分析,以评估ICH的存在和类型.此外,对两种方法的诊断时间进行了测定.
    结果:共有405/502例患者出现ICH,分为以下类型:实质内(n=172);脑室内(n=26);蛛网膜下(n=163);硬膜下(n=178);和硬膜外(n=15)。该算法对ICH的评估显示出较高的诊断准确性(91.24%),敏感性为90.37%,特异性为94.85%。为了区分不同的ICH类型,该算法的灵敏度为93.47%,特异性为99.79%,准确率为98.54%。要检测中线偏移,该算法的灵敏度为100%。在处理时间上,与放射科医生的首次诊断时间相比,该算法明显更快(15.37±1.85vs277±14s,p<0.001)。
    结论:一种新颖的深度学习算法可以为未增强CT扫描对ICH的识别和分类提供很高的诊断准确性,结合短处理时间。这有可能帮助和改善放射科医师在NCCT扫描中的ICH评估,尤其是在紧急情况下,当需要时间效率时。
    OBJECTIVE: To evaluate a deep learning-based pipeline using a Dense-UNet architecture for the assessment of acute intracranial hemorrhage (ICH) on non-contrast computed tomography (NCCT) head scans after traumatic brain injury (TBI).
    METHODS: This retrospective study was conducted using a prototype algorithm that evaluated 502 NCCT head scans with ICH in context of TBI. Four board-certified radiologists evaluated in consensus the CT scans to establish the standard of reference for hemorrhage presence and type of ICH. Consequently, all CT scans were independently analyzed by the algorithm and a board-certified radiologist to assess the presence and type of ICH. Additionally, the time to diagnosis was measured for both methods.
    RESULTS: A total of 405/502 patients presented ICH classified in the following types: intraparenchymal (n = 172); intraventricular (n = 26); subarachnoid (n = 163); subdural (n = 178); and epidural (n = 15). The algorithm showed high diagnostic accuracy (91.24%) for the assessment of ICH with a sensitivity of 90.37% and specificity of 94.85%. To distinguish the different ICH types, the algorithm had a sensitivity of 93.47% and a specificity of 99.79%, with an accuracy of 98.54%. To detect midline shift, the algorithm had a sensitivity of 100%. In terms of processing time, the algorithm was significantly faster compared to the radiologist\'s time to first diagnosis (15.37 ± 1.85 vs 277 ± 14 s, p < 0.001).
    CONCLUSIONS: A novel deep learning algorithm can provide high diagnostic accuracy for the identification and classification of ICH from unenhanced CT scans, combined with short processing times. This has the potential to assist and improve radiologists\' ICH assessment in NCCT scans, especially in emergency scenarios, when time efficiency is needed.
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  • 文章类型: Journal Article
    关于长期意识障碍(PDOC)的预后的发现在不同的研究中差异很大。这项研究旨在调查死亡率,PDOC脑损伤后患者的意识恢复和残疾。
    共有204例PDOC患者被纳入一项纵向队列研究,包括129名男性和75名女性。创伤性脑损伤(TBI)112例,62例脑出血(CH),脑梗塞(CI)13例,缺血性缺氧脑病(IHE)17例。使用修订的昏迷恢复量表(CRS-R)评估或随访病程的1、2、3、6、12、18、24、36、48个月的意识状态。如果病人是清醒的,还进行了残疾评定量表(DRS).不同PDOC包括昏迷的预后,分析了植物状态(VS)和最低意识状态(MCS)。对存活患者进行变量筛选,纳入多因素二元Logistic回归筛选影响意识恢复的因素。
    12、24、36和48个月的死亡率分别为10.7、23.4、38.9和68.4%,分别。中位死亡时间为18个月(8.75,29)。MCS恢复意识的概率高于VS(p<0.05),患者的残疾程度低于VS(p<0.05)。MCS-组和MCS+组恢复意识的概率无显著差异,剩余残疾的程度,和死亡率(p>0.05)。昏迷的死亡率高于其他PDOC(p<0.05)。MCS的死亡率低于VS,但差异无统计学意义(p>0.05)。TBI后意识恢复的概率最高,死亡率最低。IHE意识恢复的可能性最小,CI的死亡率最高。脑损伤原因和初始CRS-R评分是影响患者意识恢复的因素(p<0.05)。
    MCS的预后比VS更好,MCS-和MCS+之间具有可比性的结果,而昏迷患者是最贫穷的。TBI预后最好,IHE预后最差。
    UNASSIGNED: The findings regarding the prognosis of prolonged disorders of consciousness (PDOC) vary widely among different studies. This study aims to investigate the mortality, consciousness recovery and disabilities of patients with PDOC after brain injury.
    UNASSIGNED: A total of 204 patients with PDOC were included in a longitudinal cohort study, including 129 males and 75 females. There were 112 cases of traumatic brain injury (TBI), 62 cases of cerebral hemorrhage (CH), 13 cases of cerebral infarction (CI) and 17 cases of ischemic hypoxic encephalopathy (IHE). The status of consciousness at 1, 2, 3, 6, 12, 18, 24, 36, 48 months of the disease course was assessed or followed up using the Revised Coma Recovery Scale (CRS-R). If the patients were conscious, the disability Rating Scale (DRS) was also performed. The prognosis of different PDOC including coma, vegetative state (VS) and minimal conscious state (MCS) was analyzed. The survival patients were screened for variables and included in multivariate binary Logistic regression to screen the factors affecting the recovery of consciousness.
    UNASSIGNED: The mortality rates at 12, 24, 36, and 48 months were 10.7, 23.4, 38.9, and 68.4%, respectively. The median time of death was 18 months (8.75, 29). The probability of MCS regaining consciousness was higher than VS (p < 0.05), with the degree of disability left lower than VS (p < 0.05). There was no significant difference between MCS- and MCS+ groups in terms of the probability of regaining consciousness, the extent of residual disability, and mortality rates (p > 0.05). The mortality rate of coma was higher than that of other PDOC (p < 0.05). The mortality rate of MCS was lower than that of VS, but the difference was not statistically significant (p > 0.05). The probability of consciousness recovery after TBI was the highest and the mortality rate was the lowest. The possibility of consciousness recovery in IHE was the least, and the mortality rate of CI was the highest. The cause of brain injury and initial CRS-R score were the factors affecting the consciousness recovery of patients (p < 0.05).
    UNASSIGNED: The prognosis of MCS is more favorable than VS, with comparable outcomes between MCS- and MCS+, while comatose patients was the poorest. TBI has the best prognosis and IHE has the worst prognosis.
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