Skull Fractures

颅骨骨折
  • 文章类型: Journal Article
    目的:确定酒精影响下持续性颅面骨折患者的损伤机制和类型,并比较它们在男性和女性之间的频率。
    方法:包括的患者是在TölölöHospital急诊科被诊断患有颅面骨折的成年人,赫尔辛基大学医院,芬兰,受伤时一直受到酒精的影响。主要结果变量是攻击相关和跌倒相关的损伤机制。次要结果变量是其他损伤机制,事故发生时间,颅面骨折的类型和面部骨折的严重程度。主要预测变量是性别。控制变量是受伤时的年龄。使用逻辑回归进行统计建模。
    结果:在总共2859例颅面部骨折患者中,1,014例患者(35.5%)符合纳入标准。男性占主导地位(84.6%)。攻击(38.0%)是最常见的病因。与女性相比,男性的攻击几率是男性的2.8倍,孤立性颅骨骨折的几率提高2.4倍,面部损伤严重程度评分≥3的几率提高1.7倍。与男性相比,女性跌倒的几率是男性的2.0倍。
    结论:特别是男性患者在受伤时经常受到酒精的影响,比女性更容易诱发他们的攻击和严重的面部骨折。建议使用有关如何识别不健康酒精使用以及如何干预的实践守则。
    OBJECTIVE: To identify mechanisms and types of injuries in patients having sustained craniofacial fractures under the influence of alcohol, and to compare the frequencies of them between males and females.
    METHODS: Patients included were adults who had been diagnosed with craniofacial fractures at Töölö Hospital Emergency Department, Helsinki University Hospital, Finland, and who had been under the influence of alcohol at the time of injury. The primary outcome variables were assault-related and fall-related injury mechanisms. The secondary outcome variables were other injury mechanisms, time of accident, type of craniofacial fracture and severity of facial fracture. The primary predictor variable was sex. The control variable was age at the time of injury. The statistical modelling was executed using logistic regression.
    RESULTS: Of the total of 2,859 patients with craniofacial fractures, 1,014 patients (35.5%) fulfilled the inclusion criteria. Males predominated (84.6%). Assault (38.0%) was the most frequent aetiology. Compared to the odds of females, males had 2.8 times greater odds for assault, 2.4 times greater odds for isolated cranial fracture and 1.7 times greater odds for a facial injury severity score of ≥ 3. Females had 2.0 times greater odds for any fall compared to the odds of males.
    CONCLUSIONS: Particularly male patients are frequently under the influence of alcohol at the time of injury, predisposing them to assault and severe facial fractures more often than females. Codes of practice on how to identify unhealthy alcohol use and how to intervene are recommended.
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  • 文章类型: Case Reports
    背景:脑膨出是指脑膜和脑组织通过颅骨缺损突出。它是先天性的结果,创伤性,肿瘤,或自发的原因。创伤性脑膨出是由于颅骨创伤后骨折或医源性原因而发生的。表现差异很大,比如鼻漏,癫痫发作,头痛,和局灶性神经功能缺损.
    方法:一名20岁的叙利亚男性到我们部门就诊,主诉右侧鼻孔引流脑脊液,它始于6年前的头部创伤,中度头痛,以及强直阵挛性癫痫发作,对药物治疗没有任何反应。然后,2个月前,病人患有脑膜脑炎,所以他被送进了重症监护室,治疗了一个月,直到痊愈。病人接受了放射学检查,这表明他有一个基础骨折,鼻腔有脑膨出。脑膜突出的脑组织通过颅底骨折突出,右半球蛛网膜下腔明显扩张。当时建议他接受手术修复,但他拒绝了手术.在这次访问中,显示手术。手术是由一位专家完成的,他将脑疝组织恢复到正常位置,修复了脑膜,用骨水泥和生物胶重建颅底。病人在手术后恢复顺利。
    结论:创伤性脑膨出是一种罕见且意外的创伤并发症,但是当病人头部外伤时,我们应该记住这一点,因为它会危及生命。如果患者拒绝治疗,这种并发症可能会在多年的创伤后发生,因此,我们必须教育病人忽视脑脊液漏和颅骨骨折的危险结果。
    BACKGROUND: Encephalocele refers to protrusion of the meninges and brain tissue through a skull bone defect. It results from congenital, traumatic, neoplastic, or spontaneous reasons. Traumatic encephalocele occurs because of the posttraumatic fracture of the skull bone or iatrogenic causes. The manifestations vary a lot, such as rhinorrhea, seizures, headaches, and focal neurological deficits.
    METHODS: A 20-year-old Syrian male presented to our department with the complaint of clear cerebrospinal fluid drainage from his right nostril, which started 6 years ago after a head trauma, moderate headache, and episodes of tonic-clonic seizures without any response to medical treatment. Then, 2 months ago, the patient had meningoencephalitis, so he was admitted to the intensive care unit and treated for a month until he was cured. The patient underwent radiological investigations, which showed that he had a base fracture with an encephalocele in the nasal cavity. The brain tissues with the meninges herniated through the skull base fracture with a significant expansion of the subarachnoid spaces in the right hemisphere. He was advised to undergo surgical repair at that time, but he refused the surgery. During this visit, surgery was indicated. The surgery was done by a specialist who returned the herniated brain tissues to their normal location, repaired the meninges, and reconstructed the skull base with bone cement and bio-glue. The patient\'s recovery after the surgery was uneventful.
    CONCLUSIONS: Traumatic encephalocele is a rare and unexpected complication of trauma, but we should keep it in mind when the patient comes with head trauma because of its life-threatening consequences. This complication can happen after years of trauma if the patient refuses treatment, therefore, we must educate patients about the dangerous results of neglecting cerebrospinal fluid leakage and skull fractures.
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  • 文章类型: Journal Article
    目的:本系统综述调查了最近的文献,旨在确定该方法,功效,颞骨骨折伴面神经麻痹的移植或不移植面神经减压的时机。
    结果:面神经麻痹的外科治疗只适用于少数患者,其中电生理检查显示自发恢复的可能性很低。经乳突(TM),中颅窝(MCF),面神经的经迷路(TL)方法可进入面神经的整个颅内和颞内段。颞骨(TB)相关面神经麻痹,面神经的膝周和迷路部分最常受到直接创伤和/或随后的水肿的影响。当听证会仍然有效时,结合的TM/MCF方法提供了对这些区域的最佳访问。在存在严重的感觉神经性听力损失(SNHL)的情况下,TL方法是最适合进行面神经全探查的方法(如果耳蜗神经未被撕脱,可以同时进行耳蜗植入).I至III级House-Brackmann(HB)结果可预期及时减压引起的面神经损伤的水肿或动脉内出血。三级成果,有轻微的虚弱和突触,是使用间位移植物或原发性神经吻合术所预期的结果。除了良好的眼部护理和全身类固醇的使用(如果不是在急性创伤设置禁忌),有或没有移植/神经修补术的手术减压可以提供给有适当电生理检查的患者。体检结果,和损伤的放射学定位。
    结论:面神经手术仍是部分患者的选择。这里,我们讨论了适应证和治疗结果以及根据患者的听力状态和放射学数据确定的面神经最佳手术方法。关于是否手术时机(例如,立即vs.延迟干预)影响结果。然而,任何因颞骨骨折而导致面神经麻痹的人都不应留下完整的面神经麻痹。
    OBJECTIVE: This systematic review investigates the recent literature and aims to determine the approach, efficacy, and timing of facial nerve decompression with or without grafting in temporal bone fractures with facial palsy.
    RESULTS: The surgical management of facial palsy is reserved for a small population of cases in which electrophysiologic tests indicate a poor likelihood of spontaneous recovery. The transmastoid (TM), middle cranial fossa (MCF), and translabyrinthine (TL) approaches to the facial nerve provide access to the entire intracranial and intratemporal segments of the facial nerve. In temporal bone (TB) related facial palsy, the peri-geniculate and labyrinthine portions of the facial nerve are most commonly affected by either direct trauma and/or subsequent edema. When hearing is still serviceable, the combined TM/MCF approach provides the best access to these regions. In the presence of severe sensorineural hearing loss (SNHL), the TL approach is the most appropriate for total facial nerve exploration (this can be done in conjunction with simultaneous cochlear implantation if the cochlear nerve has not been avulsed). Grade I to III House-Brackmann (HB) results can be anticipated in timely decompression of facial nerve injury caused by edema or intraneuronal hemorrhage. Grade III outcomes, with slight weakness and synkinesis, is the outcome to be expected from the use of interpositional grafts or primary neurorrhaphy. In addition to good eye care and the use of systemic steroids (if not contraindicated in the acute trauma setting), surgical decompression with or without grafting/neurorrhaphy may be offered to patients with appropriate electrophysiologic testing, physical examination findings, and radiologic localization of injury.
    CONCLUSIONS: Surgery of the facial nerve remains an option for select patients. Here, we discuss the indications and results of treatment as well as the best surgical approach to facial nerve determined based on patient\'s hearing status and radiologic data. Controversy remains about whether timing of surgery (e.g., immediate vs. delayed intervention) impacts outcomes. However, no one with facial palsy due to a temporal bone fracture should be left with a complete facial paralysis.
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  • 文章类型: Journal Article
    评估在接受计算机断层扫描(CT)的轻度钝力头部外伤儿童中重复头部成像的临床意义。仅限于那些排除具有非常低的重要创伤性脑损伤风险的人。我们根据儿科急诊护理应用研究网络(PECARN)规则,对24个月以下的轻度头部外伤儿童进行了回顾性队列研究,这些儿童接受了重复的头部成像和初始CT扫描。我们招募了741名儿童和110名颅骨骨折(SF)。在初次CT检查的96例患者中,几天后接受了头部磁共振成像(MRI),36例(37.5%)患者的初始CT表现显示除SF外还有颅内损伤。孤立的SF无颅内损伤者和初次CT有SF和颅内损伤者在随访MRI上表现出颅内新发现的儿童为25/60(40.7%)和14/36(38.9%),分别。到达并与冠状缝线和骨折线相交的皮下血肿与新的颅内发现显着相关。在最初的CT上患有SF和颅内损伤的四名儿童接受了神经外科手术。对于那些孤立的SF不需要干预。我们证明了一部分头部创伤儿童在随访MRI上有新发现,特别是在那些没有非常低的临床重要的创伤性脑损伤的风险。如果最初的CT发现是孤立的SF,则表现出符合PECARN规则的新颅内MRI发现的患者可能不需要神经外科介入。
    To assess the clinical significance of repeated head imaging in children with minor blunt force head trauma who underwent computed tomography (CT), limited to those who exclude with very low risk of important traumatic brain injury. We conducted a retrospective cohort study of children aged under 24 months with minor head trauma who underwent repeated head imaging and initial CT scans according to the Pediatric Emergency Care Applied Research Network (PECARN) rules. We enrolled 741 children and 110 with skull fracture (SF). Of the 96 patients with SF on initial CT who received head magnetic resonance imaging (MRI) a few days later, 36 (37.5%) patients\' initial CT findings revealed intracranial injury in addition to SF. The number of children who exhibited new intracranial findings on follow-up MRI among those with isolated SF without intracranial damage and those with SF and intracranial injury on initial CT was 25/60 (40.7%) and 14/36 (38.9%), respectively. Subcutaneous hematoma on arrival and intersection with the coronal suture and lines of fracture were significantly associated with new intracranial findings. Four children with SF and intracranial injury on initial CT received neurosurgical intervention. No intervention was needed for those with isolated SF. We demonstrated that a proportion of children with head trauma had new findings on follow-up MRI, particularly in those without very low risk of clinically important traumatic brain injury. Patients who exhibit new intracranial MRI findings that satisfy the PECARN rules may not require neurosurgical intervention if their initial CT finding is isolated SF.
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  • 文章类型: Journal Article
    颞骨(TB)骨折经常伴有颅内损伤。本研究旨在分析合并颅内损伤与内耳功能变化的关系。包括对侧耳,结核病骨折患者。94例患者(平均年龄:35.6±18.7岁,包括M:F=67:27)诊断为单侧TB骨折。骨传导(BC)阈值,单词识别得分(WRS),根据颅内损伤比较前庭功能的变化,集中在对侧。观察到各种类型的颅内损伤(67.9%)。其中,研究发现创伤性脑损伤(TBI)与侵犯耳囊的骨折之间存在显著关联.TBI患者骨折侧的BC阈值显着下降。此外,在TBI患者的对侧证实了明显更差的BC阈值,颅内出血(ICH),和内容伤害。随访BC阈值没有改善或不同,无论高剂量的类固醇给药。在每种颅内损伤的存在下,双热热量测试中的初始WRS和管麻痹没有显着差异。脑脊液空间和淋巴空间压力的同时波动被认为是潜在的潜在机制。在TBI患者的对侧证实了明显更差的BC阈值,contrecoup伤,ICH,以及TBI患者的骨折侧。
    Temporal bone (TB) fractures are frequently accompanied by intracranial injury. This study aimed to analyze combined intracranial injuries in relation to functional changes in the inner ear, including those of the contralateral ear, in patients with TB fractures. Ninety-four patients (mean age: 35.6 ± 18.7 years, M : F=67 : 27) diagnosed with unilateral TB fracture were included. Bone conduction (BC) threshold, word recognition score (WRS), and changes in vestibular function were compared based on intracranial injuries, focusing on the contralateral side. Various types of intracranial injuries were observed (67.9%). Among these, a significant association between traumatic brain injury (TBI) and otic capsule-violating fractures was noted. The BC threshold on the fractured side significantly deteriorated in patients with TBI. Additionally, a significantly worse BC threshold was confirmed on the contralateral side in patients with TBI, intracranial hemorrhage (ICH), and contrecoup injury. The follow-up BC threshold did not improve or differ, regardless of high-dose steroid administration. The initial WRS and canal paresis in the bithermal caloric test were not significantly different in the presence of each intracranial injury. Concurrent fluctuations in the pressure of the cerebrospinal fluid space and perilymphatic space were speculated to be the potential underlying mechanisms. A significantly worse BC threshold was confirmed on the contralateral side of patients with TBI, contrecoup injury, ICH, and on fracture sides of patients with TBI.
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  • 文章类型: Journal Article
    人的头部有时会经历冲击载荷,导致颅骨骨折或其他伤害,导致需要开颅手术.颅骨成形术是涉及用自体骨或同种异体材料替换移除部分的程序。虽然钛由于其优异的性能和生物相容性而传统上是颅骨植入物的首选材料,它的局限性促使人们寻找替代材料。这项研究旨在探索钛的替代材料用于颅骨植入物,以解决钛植入物的局限性并改善颅骨成形术过程的性能。用颅骨植入物重建了一个有缺陷的头骨的3D模型,并且使用各种坚硬和柔软的材料(例如氧化铝,氧化锆,羟基磷灰石,氧化锆增强PMMA,和PMMA)在2000N冲击力下作为钛的替代品。与钛植入物相比,发现氧化铝和氧化锆植入物可减少颅骨和大脑的应力和应变。然而,PMMA植入物显示出在当前负载条件下可能导致颅骨损伤。此外,PMMA和羟基磷灰石植入物容易骨折。尽管有这些发现,所有植入物均未超出大脑的拉伸和压缩应力以及应变的极限。与PMMA植入物相比,氧化锆增强的PMMA植入物还显示出减少颅骨和大脑上的应力和应变。氧化铝和氧化锆有望作为钛的替代品用于生产颅骨植入物。钛的替代植入材料的使用具有通过克服与钛植入物相关的限制来增强颅骨重建的成功的潜力。
    The human head can sometimes experience impact loads that result in skull fractures or other injuries, leading to the need for a craniectomy. Cranioplasty is a procedure that involves replacing the removed portion with either autologous bone or alloplastic material. While titanium has traditionally been the preferred material for cranial implants due to its excellent properties and biocompatibility, its limitations have prompted the search for alternative materials. This research aimed to explore alternative materials to titanium for cranial implants in order to address the limitations of titanium implants and improve the performance of the cranioplasty process. A 3D model of a defective skull was reconstructed with a cranial implant, and the implant was simulated using various stiff and soft materials (such as alumina, zirconia, hydroxyapatite, zirconia-reinforced PMMA, and PMMA) as alternatives to titanium under 2000N impact forces. Alumina and zirconia implants were found to reduce stresses and strains on the skull and brain compared to titanium implants. However, PMMA implants showed potential for causing skull damage under current loading conditions. Additionally, PMMA and hydroxyapatite implants were prone to fracture. Despite these findings, none of the implants exceeded the limits for tensile and compressive stresses and strains on the brain. Zirconia-reinforced PMMA implants were also shown to reduce stresses and strains on the skull and brain compared to PMMA implants. Alumina and zirconia show promise as alternatives to titanium for the production of cranial implants. The use of alternative implant materials to titanium has the potential to enhance the success of cranial reconstruction by overcoming the limitations associated with titanium implants.
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  • 文章类型: Journal Article
    目的:儿童颅面外伤文献仅限于单一机构或短期研究。在这里,这项研究分析了一个超过10年的国家数据库,以描述儿童颅面骨折的流行病学,并确定了迄今为止最大系列中急性住院的危险因素.
    方法:利用国家创伤数据库,2010年至2019年期间收治的儿童颅面骨折被确认.进行描述性分析和多变量回归分析,以确定急性住院过程的危险因素。
    结果:共回顾了155,136例儿童颅面骨折病例,包括颅骨(49.0%),鼻部(22.4%),中间面(21.0%),下颌(20.2%),眶底骨折(13.7%)。中面和眶底骨折通常为多颅面骨折。颅骨穹顶骨折是所有年龄组中最常见的,但是频率随着年龄的增长而下降。相比之下,面部骨折随年龄增长而增加。尽管多颅面创伤固有的复杂性,孤立性骨折仍然是急性住院期间的一个问题.颅骨穹窿和面部中部骨折增加了颅内损伤和重症监护病房入院的风险(P<0.001)。下颌骨和中面骨折增加了颈椎骨折和气管造口术的风险(P<0.001)。确定了患者和特定于损伤的风险因素,这些因素与每种结果的相关性最强-颅骨和下颌骨。
    结论:先前研究的固有局限性-地理偏见,小团体,和短期研究期间-都得到了解决。描述每个颅面骨折对急性住院过程结果的风险的独立贡献可以用来更好地优化风险分层,咨询,和管理。
    OBJECTIVE: The pediatric craniofacial trauma literature is limited to single institutions or short study periods. Herein, this study analyzes a national database over 10 years to delineate the epidemiology of pediatric craniofacial fractures and to identify risk factors for acute-level hospital course in the largest series to date.
    METHODS: Utilizing the National Trauma Data Bank, pediatric craniofacial fractures admitted between 2010 and 2019 were identified. Descriptive analyses and multivariable regression were performed to identify risk factors for acute-level hospital course.
    RESULTS: A total of 155,136 pediatric craniofacial fracture cases were reviewed, including cranial vault (49.0%), nasal (22.4%), midface (21.0%), mandibular (20.2%), and orbital floor fractures (13.7%). Midface and orbital floor fractures occurred commonly as multicraniofacial fractures. Cranial vault fractures were the most common among all age groups, but frequency declined with age. In contrast, facial fractures increased with age. Despite the inherent complexity of multicraniofacial trauma, isolated fractures remained a concern for acute-level hospital course.Cranial vault and midface fractures had an increased risk of intracranial injury and intensive care unit admission (P<0.001). Mandibular and midface fractures had an increased risk for cervical spine fracture and tracheostomy (P<0.001). Patient and injury-specific risk factors among the fractures with the strongest association for each outcome-cranial vault and mandible-were identified.
    CONCLUSIONS: The inherent limitations of prior studies-geographical biases, small cohorts, and short-term study periods-were addressed. Describing the independent contribution of each craniofacial fracture to the risk of acute-level hospital course outcomes can be employed to better optimize risk stratification, counseling, and management.
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  • 文章类型: Journal Article
    这项研究调查了头盔使用对自行车事故中面部骨折发生率的影响。通过分析2005年至2016年住院骑自行车者的数据,研究重点关注头盔使用与各种面部骨折之间的相关性。该研究包括1256名已知头盔使用的骑自行车的人,其中277人(22%)被确定为共521例面部骨折.研究结果表明,与没有头盔的骑自行车者相比,戴头盔的骑自行车者面部骨折的可能性显着降低(赔率比,0.65;置信区间,0.50-0.85;P=0.002)。具体来说,zygoma持续骨折的可能性,轨道,鼻子,上颌骨减少了47%,46%,43%,33%,分别,在戴头盔的骑自行车的人中。然而,使用头盔并没有显著改变下颌骨骨折的几率.总的来说,在骑自行车时使用头盔显著降低了中面骨折的风险,但在严重骑自行车事件中对下颌骨骨折没有显著影响.
    This study investigates the impact of helmet use on the incidence of facial fractures in bicycle accidents. Analyzing data from hospitalized bicyclists between 2005 and 2016, the research focused on the correlation between helmet usage and various facial fractures. The study included 1256 bicyclists with known helmet use, among whom 277 individuals (22%) were identified with a total of 521 facial fractures. The findings revealed a significant reduction in the likelihood of facial fractures among helmeted cyclists compared with those without helmets (odds ratio, 0.65; confidence interval, 0.50-0.85; P=0.002). Specifically, the odds of sustaining fractures in the zygoma, orbit, nose, and maxilla were decreased by 47%, 46%, 43%, and 33%, respectively, among helmeted cyclists. However, helmet use did not significantly alter the odds of mandible fractures. Overall, the use of helmets in bicycling significantly lowered the risk of midface fractures but showed no notable effect on mandible fractures in severe cycling incidents.
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  • 文章类型: Journal Article
    随着可持续能源的使用,电动滑板车已成为广泛使用的车辆。该研究的目的是分析与道路交通事故有关的面部骨折类型,以概述专用道路规则的必要性。一个观察,回顾性,在意大利六家医院的颌面外科部门进行了多中心研究。纳入2020年1月至2024年1月的50名患者(平均年龄为34.76岁)。创伤的严重程度通过Bagheri等人的面部损伤严重程度量表(FISS)进行评估。事故大多发生在春季或夏季的白天和周末;24名司机与基础设施或行人相撞,而26人涉及其他车辆。共租用了33辆车,17个是私人拥有的。共有43名受试者没有戴头盔,五个病人喝醉了,和三个病人服用药物。按照频率的顺序,涉及的面部骨折:颌骨-上颌-眶复合体(ZMOC)(n=16),下颌髁突(n=13),鼻骨(n=11),轨道地板(n=8),和下颌体(n=7)。LeFortI(n=4)等骨折,鼻流筛NOE(n=4)和下颌支(n=4)较不常见。其他类型的面部骨折很少见。30例患者报告多发性面部骨折。绝大多数病例显示出严重程度低的FISS评分。15例患者遭受多发性创伤。平均住院时间为8.3天。随着电动滑板车事故的增加,重要的是要描述最常见的面部骨折,以改善患者管理并鼓励引入新的道路规则。
    With the increasing use of sustainable energy sources, the electric scooter has become a widely used vehicle. The aim of the study is to analyse the types of facial fracture related to road traffic accidents to outline the need for dedicated road rules. An observational, retrospective, multicentre study was carried out at the Maxillofacial Surgery Units of six Italian hospitals. Fifty patients (mean age was 34.76 years) from January 2020 to January 2024 were enrolled. The severity of trauma was evaluated by the Facial Injury Severity Scale (FISS) by Bagheri et al. Most of the accidents occurred during the day and the weekend in spring or summer; 24 drivers collided with infrastructures or pedestrians, while 26 involved other vehicles. A total of 33 vehicles were rented, and 17 were privately owned. A total of 43 subjects were not wearing helmets, five patients were drunk, and three patients took drugs. In order of frequency, the facial fractures involved: zygomatico-maxillary-orbital complex (ZMOC) (n = 16), mandibular condyle (n = 13), nasal bone (n = 11), orbit floor (n = 8), and mandibular body (n = 7). Fractures such as Le Fort I (n = 4), naso-orbito-ethmoidal NOE (n = 4) and mandibular ramus (n = 4) were less common. Other types of facial fracture were rare. Thirty patients reported multiple facial fractures. The vast majority of the cases showed a low severity grade FISS score. Fifteen patients suffered polytrauma. The mean hospitalisation time was 8.3 days. As accidents with electric scooters are increasing, it is important to characterise the most frequent facial fractures to improve patient management and encourage the introduction of new road rules.
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  • 文章类型: Journal Article
    背景:创伤性脑损伤(TBI)仍然是导致残疾和死亡的主要原因,颅骨骨折是一个频繁和严重的后果。这些骨折的准确和快速诊断是至关重要的,然而,目前通过头颅CT扫描的手动方法耗时且容易出错.
    方法:这篇综述论文的重点是用于检测TBI患者颅骨骨折的计算机辅助诊断(CAD)系统的发展。它严格评估从基于特征的算法到现代机器学习和深度学习技术的进步。我们研究了当前的数据采集方法,公共数据集的使用,算法策略,和绩效指标:该综述强调了CAD系统提供快速可靠诊断的潜力,特别是在常规临床时间之外和资源不足的环境中。我们的讨论总结了自动化颅骨骨折评估固有的挑战,并提出了未来研究的方向,以提高诊断准确性和患者护理。
    结论:使用CAD系统,我们站在显著改善TBI管理的风口浪尖上,强调需要在这一领域继续创新。
    BACKGROUND: Traumatic brain injury (TBI) remains a leading cause of disability and mortality, with skull fractures being a frequent and serious consequence. Accurate and rapid diagnosis of these fractures is crucial, yet current manual methods via cranial CT scans are time-consuming and prone to error.
    METHODS: This review paper focuses on the evolution of computer-aided diagnosis (CAD) systems for detecting skull fractures in TBI patients. It critically assesses advancements from feature-based algorithms to modern machine learning and deep learning techniques. We examine current approaches to data acquisition, the use of public datasets, algorithmic strategies, and performance metrics RESULTS: The review highlights the potential of CAD systems to provide quick and reliable diagnostics, particularly outside regular clinical hours and in under-resourced settings. Our discussion encapsulates the challenges inherent in automated skull fracture assessment and suggests directions for future research to enhance diagnostic accuracy and patient care.
    CONCLUSIONS: With CAD systems, we stand on the cusp of significantly improving TBI management, underscoring the need for continued innovation in this field.
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