Coronavirus disease 2019 (COVID-19)

2019 年冠状病毒病 ( COVID - 19 )
  • 文章类型: Journal Article
    2019年冠状病毒病(COVID-19)是由严重急性呼吸道综合征冠状病毒2引起的,已经报道了各种并发症。此外,大流行后,与COVID-19相关的内分泌疾病的报道越来越多。我们报告了一名49岁的健康女性,她在COVID-19后三周出现了多饮和多尿的快速发作。实验室检查提示尿渗透压低,血清渗透压增高,和抗利尿激素(ADH)检测不到。缺水时尿液渗透压仍然很低。同样,血浆ADH对高渗盐水输注的反应减弱,尿渗透压增加以响应去氨加压素。没有明确的垂体前叶功能障碍的证据。T1加权磁共振成像(MRI)显示垂体柄增厚,垂体后叶亮信号斑点缺失,提示存在垂体炎.基于这些结果,我们可能诊断为引起中枢性尿崩症的淋巴细胞性漏斗-神经垂体炎(LINH).血清抗狂犬病蛋白-3A抗体阳性,报告为LINH的潜在诊断标记,也注意到了。口服去氨加压素后,烦渴和多尿很快得到改善,尽管去氨加压素治疗仍需要四个月以上。这是首次报道一名在COVID-19后可能被诊断为LINH的患者,该患者的抗狂犬病蛋白-3A抗体检测呈阳性。这些抗体的阳性结果表明,与COVID-19相关的垂体功能障碍是涉及异常免疫机制的垂体炎。抗狂犬病蛋白-3A抗体的存在可能作为LINH的非侵入性诊断标志物,并可能在与COVID-19相关的LINH病例中作为有价值的诊断辅助手段。
    Coronavirus disease 2019 (COVID-19) is caused by severe acute respiratory syndrome coronavirus 2, and various complications have been reported. Furthermore, there have been increasing reports of endocrinopathy related to COVID-19 following the pandemic. We report a 49-year-old healthy woman who developed rapid onset of polydipsia and polyuria three weeks after COVID-19. Laboratory tests indicated low urine osmolarity and increased serum osmolarity, and antidiuretic hormone (ADH) was undetectable. Urine osmolality remained low with water deprivation. Similarly, plasma ADH responses to hypertonic-saline infusion were blunted and urine osmolality increased in response to desmopressin. There was no clear evidence of anterior pituitary dysfunction. T1-weighted magnetic resonance imaging (MRI) showed pituitary stalk thickening and absence of posterior pituitary bright signal spots, suggesting the presence of hypophysitis. Based on these results, we made a probable diagnosis of lymphocytic infundibulo-neurohypophysitis (LINH) which have caused central diabetes insipidus. Positive findings for serum anti-rabphilin-3A antibodies, reported as a potential diagnostic marker for LINH, were also noted. Following oral desmopressin administration, polydipsia and polyuria were quickly improved, though treatment with desmopressin was still required over four months. This is the first report of a patient with a probable diagnosis of LINH after COVID-19 who tested positive for anti-rabphilin-3A antibodies. Positive findings for those antibodies suggest that pituitary dysfunction associated with COVID-19 is hypophysitis involving an abnormal immune mechanism. The presence of anti-rabphilin-3A antibodies may be useful as a non-invasive diagnostic marker of LINH and potentially serve as a valuable diagnostic aid in cases of LINH associated with COVID-19.
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  • 文章类型: Journal Article
    严重急性呼吸道综合症冠状病毒2(SARS-CoV-2)是导致2019年冠状病毒病(COVID-19)的病毒。COVID-19患者表现出主要与呼吸系统有关的症状,而且还涉及肌肉骨骼系统。COVID-19已被描述为膝盖骨坏死(ON)的可能原因。对COVID-19与膝关节ON之间的假设相关性进行了系统评价。
    纳入标准是所有报告SARS-CoV-2感染后膝关节ON病例的文章。考虑到COVID-19是一种新出现的疾病,纳入了所有水平的证据研究.
    最后,纳入2例病例系列和3例病例报告.我们提取了有关人口统计学和临床特征的数据,磁共振成像(MRI)的细节,使用皮质类固醇(CCS),ON与COVID-19、病变治疗及其结局之间的时间相关性。总共描述了7例COVID后膝盖ON。诊断为COVID-19后平均11周出现膝关节疼痛。所有患者的膝关节MRI显示为ON。CCS用于治疗4例COVID-19相关症状。5例患者保守治疗成功。
    COVID-19与ON之间的相关性尚不清楚。新冠肺炎后可能有多因素起源,与患者相关的因素,COVID-19和CCS治疗的后果加在一起会导致血液供应和骨活力降低,直到触发ON。需要更多的患者来阐明COVID-19在膝关节ON病因中的作用。
    UNASSIGNED: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the virus responsible for coronavirus disease 2019 (COVID-19). Patients with COVID-19 manifested symptoms mainly related to the respiratory system, but also the musculoskeletal system can be involved. COVID-19 has been described as a possible cause of knee osteonecrosis (ON). A systematic review was performed to investigate the hypothetical correlation between COVID-19 and knee ON.
    UNASSIGNED: Inclusion criteria were all articles reporting cases of knee ON after a diagnosis of SARS-CoV-2 infection. Considering that COVID-19 is an emerging disease, all levels of evidence studies were included.
    UNASSIGNED: Finally, two case series and three case reports were included. We extracted data regarding demographic and clinical characteristics, details of magnetic resonance imaging (MRI), use of corticosteroids (CCS), temporal correlation between ON and COVID-19, treatment of the lesion and its outcomes. A total of seven cases of post-COVID knee ON have been described. Knee pain arose on average 11 weeks after the diagnosis of COVID-19. All patients had knee MRI showing ON. CCS were used to treat COVID-19-related symptoms in four cases. Conservative treatment was successful in five patients.
    UNASSIGNED: The correlation between COVID-19 and ON remains unclear. Probably post-COVID-19 ON has a multifactorial origin in which factors related to the patient, consequences of COVID-19 and CCS therapy add up to cause a reduction of blood supply and bone vitality until ON is triggered. A greater number of patients is needed to clarify the role of COVID-19 in the etiopathogenesis of knee ON.
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  • 文章类型: Case Reports
    2019年冠状病毒病(COVID-19)新型严重急性呼吸道综合症影响了世界人口,其传染病的治疗形式有限,血管后遗症是主要挑战。孕妇在生理上免疫功能低下,比普通人群受到大流行的影响更大。在疫情爆发期间和之后,针对COVID-19的额外预防措施对于确保新生儿的安全至关重要。本研究的目的是报告一名目前感染COVID-19的母亲患有Klippel-Trenaunay的女性儿童的剖宫产。
    一名21岁母亲患有COVID-19的新生儿在疾病的最后阶段通过足月剖宫产出生。出生时的体格检查显示,左下肢严重水肿,并伴有肢体和左躯干的葡萄酒污渍。超声显示静脉淋巴畸形影响整个左下肢,耻骨上区和同侧腹区。对COVID-19进行了两次评估,均为阴性。在出生期间患有活动性COVID-19感染的母亲的婴儿对该病呈阳性的可能性很低,但是应该采取预防措施。
    与畸形的关联,例如罕见的Klippel-Trenaunay综合征(KTS),对这些儿童的诊断和适当行为构成了另一个挑战。
    UNASSIGNED: Coronavirus disease 2019 (COVID-19) novel severe acute respiratory syndrome affected the world population with an infectious condition for which therapeutic forms are limited and vascular sequelae are major challenges. Pregnant women are physiologically immunocompromised and can be more affected by the pandemic than the general population. Extra precaution measures against COVID-19 during and after the outbreak are essential to ensure the safety of the newborn. The aim of the present study was to report the cesarean birth of a female child with Klippel-Trenaunay of a mother currently infected by COVID-19.
    UNASSIGNED: A newborn of a 21-year-old mother with COVID-19 in the final stage of the disease was born through a cesarean section at full term. The physical examination at birth revealed substantial edema of the left lower limb associated with port-wine stains on the limb and left torso. The ultrasound revealed venous-lymphatic malformation affecting the entire left lower limb, suprapubic region and ipsilateral abdominal region. Two evaluations for COVID-19 were performed and both were negative. Infants of mothers with active COVID-19 infection during the birth period have a low probability of being positive for the disease, but precautions should be taken.
    UNASSIGNED: The association with malformations, such as the rare Klippel-Trenaunay syndrome (KTS), constitutes another challenge regarding the diagnosis and proper conduct to be taken with these children.
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  • 文章类型: Case Reports
    新型冠状病毒病2019(COVID-19)是由SARS-CoV-2引起的传染病,与从无症状携带者状态到暴发性呼吸窘迫和多器官功能障碍的广泛临床表现相关。血管内动脉和静脉血栓形成现象是最普遍和最具破坏性的后果之一,并且倾向于在具有严重疾病状态的患者中发生。在这里,我们介绍了一名45岁的男性,有原发性高血压(HTN)病史,他表现出严重的左侧腹疼痛并伴有干咳和发烧五天。在COVID-19感染的情况下,在计算机断层扫描血管造影(CTA)中发现他患有急性肾损伤(AKI)并伴有肾梗塞。他最终接受了新型口服抗凝治疗(NOAC),并在短暂住院后出院。此后的随访显示基线肾功能稳定,无相关症状。
    The novel coronavirus disease 2019 (COVID-19) is an infectious disease caused by SARS-CoV-2 and associated with a wide spectrum of clinical manifestations ranging from asymptomatic carrier states to fulminant respiratory distress and multiple organ dysfunction. The intravascular arterial and venous thrombotic phenomena are one of the most prevalent and devastating consequences and tend to occur in patients with a severe disease state. Here we present a 45-year-old male with a medical history of essential hypertension (HTN) who presented with severe left flank pain accompanied by dry cough and fever for five days. He was found to have acute kidney injury (AKI) with concomitant renal infarction in computed tomography angiography (CTA) in the setting of a COVID-19 infection. He was eventually managed with novel oral anticoagulation (NOAC) and was discharged after a short hospital stay. Follow-up thereafter showed stable baseline renal function with no relevant symptoms.
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  • 文章类型: Case Reports
    2019年底严重急性呼吸道综合症冠状病毒2(SARS-CoV-2)的出现引起了全球大流行。2019年冠状病毒病(COVID-19)的口腔和皮肤病学表现,如口干症,口疮样病变,溃疡,舌头脱毛,坏死性牙龈炎,和味觉障碍,据报道,包括味觉丧失和唾液腺感染。这项研究旨在描述一例COVID-19感染后口腔溃疡的病例。
    我们介绍了一名95岁男性患者在后续护理和康复病房住院的情况,Minimes老年诊所,图卢兹,法国。在逆转录聚合酶链反应(RT-PCR)检测到COVID-19感染的情况下,他的一般健康状况发生了变化。入院六天后,病人抱怨口腔有强烈的灼烧感,尤其是在舌头和嘴唇粘膜上。口内检查显示舌头的侧边缘和下唇的粘液侧疼痛的糜烂区域。减少灼烧感的拟议治疗基于一般镇痛药(硫酸吗啡),用碳酸氢钠漱口水,以利多卡因为基础的口服麻醉药和愈合凝胶以及舒适饮食的应用。十三天后,患者报告病情逐渐好转.
    在有COVID-19感染史的患者中观察到各种口腔表现。这些口腔溃疡显著影响个体的生活质量,引起剧烈的疼痛,压力,和吃饭的困难,对营养状况有影响,尤其是老年人。我们的案例强调了口腔检查的重要性以及牙医在SARS-CoV-2患者管理中的作用。
    UNASSIGNED: The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) at the end of 2019 caused the global pandemic. Oral and dermatological manifestations of coronavirus disease 2019 (COVID-19) such as xerostomia, aphthous-like lesions, ulcers, tongue depapillation, necrotizing gingivitis, and taste disorders, including the loss of taste and salivary gland infections are being reported. This study aims to describe a case of oral ulcers following COVID-19 infection.
    UNASSIGNED: We present the case of a 95-year-old male patient hospitalized in follow-up care and rehabilitation unit, of Minimes Geriatric Clinic, Toulouse, France. He had an alteration in his general health in the context of COVID-19 infection detected by reverse transcription polymerase chain reaction (RT-PCR). Six days after the admission, the patient complained of a strong burning sensation of the mouth, especially on the tongue and the lips\' mucosa. Intraoral examination revealed painful erosive areas on the lateral edges of the tongue and the mucous side of the lower lip. The proposed treatment to reduce the burning sensation was based on general analgesics (morphine sulfate), mouthwash with sodium bicarbonate, the application of a lidocaine-based oral anesthetic and healing gel and a comfort-oriented diet. Thirteen days later, the patient reported a gradual improvement.
    UNASSIGNED: A diverse range of oral manifestations has been observed in patients with a history of COVID-19 infection. These oral ulcers significantly impact the quality of life of the individual, causing intense pain, stress, and difficulties in eating, with repercussions on nutritional status, especially in older individuals. Our case underscores the importance of oral examinations and the role of dentists in the management of patients with SARS-CoV-2.
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  • 文章类型: Case Reports
    2019年冠状病毒病(COVID-19)感染与各种内分泌疾病有关。很少有文献报道急性COVID-19感染时一过性甲状旁腺功能减退的病例,在先前已知的甲状旁腺功能减退症患者中,甚至加重了低钙血症。COVID-19感染中的低钙血症机制尚不清楚。
    我们的患者是一位年轻的绅士,他偶然被诊断为肠系膜上动脉(SMA)综合征和症状性原发性甲状旁腺功能减退,同时出现急性COVID-19感染。他最初表现为高烧,随后出现多次呕吐和腹痛,随后出现低钙血症症状,如强直阵挛性癫痫发作和腕足痉挛。他的腹部计算机断层扫描显示SMA综合征,而他的血液检查显示甲状旁腺激素(PTH)依赖性低钙血症。他的SMA综合征是严重营养不良的结果,并通过重新喂食得到改善,但他的原发性甲状旁腺功能减退症持续存在,尽管他已经从最初的COVID-19感染中恢复了6个月.没有证据表明甲状旁腺功能减退的先天性原因。
    据我们所知,这是第一例描述这种与COVID-19感染有关的持续性原发性甲状旁腺功能减退症的独特病例的病例报告。甲状旁腺受累于COVID-19感染是罕见的,但并非不可能。需要进一步的研究来确定严重急性呼吸综合征冠状病毒2(SARS-CoV-2)对甲状旁腺的损害机制和程度。
    UNASSIGNED: Coronavirus disease 2019 (COVID-19) infection has been associated with various endocrinopathies. Few literatures have reported cases of transient hypoparathyroidism in acute COVID-19 infections, or even exacerbation of hypocalcaemia in previously known hypoparathyroidism patients. The mechanism of hypocalcaemia in COVID-19 infection remains unclear.
    UNASSIGNED: Our patient is a young gentleman who was incidentally diagnosed with superior mesenteric artery (SMA) syndrome and symptomatic primary hypoparathyroidism while presenting with an acute COVID-19 infection. He initially presented with high-grade fever, followed by multiple episodes of vomiting and abdominal pain and subsequently hypocalcaemic symptoms such as tonic-clonic seizures and carpopedal spasms. A computed tomographic scan of his abdomen revealed a SMA syndrome while his blood investigation showed a parathyroid hormone (PTH)-dependent hypocalcaemia. His SMA syndrome was a result of severe malnourishment and improved with refeeding, but his primary hypoparathyroidism persisted despite having recovered for 6 months from the initial COVID-19 infection. There was no evidence to suggest a congenital cause of hypoparathyroidism.
    UNASSIGNED: To the best of our knowledge this is the first case report that describe this unique case of persistent primary hypoparathyroidism related to COVID-19 infection. Parathyroid gland involvement in a COVID-19 infection is rare but not impossible. Further studies are needed to determine the mechanism and extent of damage of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) to the parathyroid glands.
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  • 文章类型: Case Reports
    多中心网状组织细胞增生症(MRH)是一种罕见且具有挑战性的全身性肉芽肿性疾病,其特征是皮肤和关节受累。混淆临床医生的罕见表现和系统性表现。
    这个令人信服的案例演示揭示了MRH复杂的复杂性,举例说明其独特的临床过程。继2019年轻度上呼吸道冠状病毒病(COVID-19)症状后,患者表现为皮肤和粘膜上的紫粉红色丘疹性病变,伴随着衰弱的关节病。诊断性皮肤活检,MRH诊断的关键工具,证实了这种肉芽肿性疾病的存在,强调其系统性影响。涉及类固醇和甲氨蝶呤组合的战略治疗干预显示出显著的疗效。最终在3个月内症状的解决。彻底筛查后没有恶性肿瘤进一步放大了MRH的困惑性质。
    这一开创性病例不仅弥合了罕见的系统性疾病的领域,而且标志着MRH在COVID-19后出现的第一个已知实例。它强调了在类似情况下对MRH的必要考虑,并为MRH症状的细微差别相互作用提供了宝贵的见解,诊断,以及病毒触发因素后的治疗策略。这种全面的探索丰富了我们的科学认识,在病毒后后遗症的背景下,对MRH的表现和复杂的动态提供细微差别的观点。
    UNASSIGNED: Multicentric reticulohistiocytosis (MRH) stands as a rare and challenging systemic granulomatous disease characterized by its predilection for skin and joint involvement, confounding clinicians with its infrequent presentation and systemic manifestations.
    UNASSIGNED: This compelling case presentation unravels the intricate complexity of MRH, exemplifying its unique clinical course. Following mild upper respiratory coronavirus disease 2019 (COVID-19) symptoms, the patient manifested purplish-pink papular lesions on both the skin and mucosa, accompanied by debilitating arthralgias. A diagnostic skin biopsy, a pivotal tool in MRH diagnosis, confirmed the presence of this granulomatous disorder, underlining its systemic impact. Strategic therapeutic intervention involving a combination of steroids and methotrexate demonstrated remarkable efficacy, culminating in the resolution of symptoms within 3-month. The absence of malignancy upon thorough screening further amplifies the perplexing nature of MRH.
    UNASSIGNED: This seminal case not only bridges the realms of rare systemic disorders but also marks the first known instance of MRH emerging post-COVID-19. It underscores the imperative consideration of MRH in analogous scenarios and provides invaluable insights into the nuanced interplay of MRH symptoms, diagnosis, and therapeutic strategies following viral triggers. This comprehensive exploration enriches our scientific understanding, offering nuanced perspectives on the manifestations and intricate dynamics of MRH in the context of post-viral sequelae.
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  • 文章类型: Case Reports
    2019年冠状病毒病(COVID-19)对两者都有很大影响,身体和心理健康。COVID-19大流行促进了工作环境和社会隔离的日益数字化。这种社会心理压力反过来会引起临床表现的身体困扰。那么,COVID-19大流行中改变的工作和社会环境会引发急性心血管疾病吗?
    这里,我们介绍了一例56岁的绝经后妇女在虚拟工作会议期间因情绪压力引起的Takotsubo心肌病(TTC)。像许多其他人一样,根据COVID-19的接触限制,我们的患者被敦促在家工作(WFH)。她在我们的胸痛病房出现典型的心绞痛样症状,如胸痛和呼吸困难。实验室分析证实,心电图中肌钙蛋白水平升高和T波倒置。开始治疗急性冠脉综合征。冠状动脉造影和左心室造影显示非阻塞性冠状动脉和心尖气球综合征。由于比索洛尔立即指导治疗,雷米普利,螺内酯和乙酰水杨酸患者病情好转,七天后出院。在3个月的随访期间,患者显示出正常的射血分数,并报告不再有不适。
    持续的COVID-19大流行也阐明了心理社会健康问题在急性心血管护理中的重要性。考虑到最近的社会和工作环境发生了巨大的变化,从而加强社会隔离和情绪困扰,医生和患者都必须将TTC视为突发胸痛的可能病因。
    UNASSIGNED: Coronavirus disease 2019 (COVID-19) has a great impact on both, physical and psychological wellbeing. The COVID-19 pandemic promoted increasing digitalization of the work environment and social isolation. This psychosocial stress in turn can induce physical distress with clinical manifestation. So can the changed work and social environment in the COVID-19 pandemic trigger acute cardiovascular disease?
    UNASSIGNED: Here, we present a case of a 56-year-old postmenopausal woman suffering from Takotsubo cardiomyopathy (TTC) evoked by emotional stress during a virtual work meeting. Like many others, our patient was urged to work from home (WFH) in accordance with the contact restrictions due to COVID-19. She presented at our chest pain unit with typical angina pectoris-like symptoms such as chest pain and dyspnea. Laboratory analysis confirmed increased troponin levels and evolving T wave inversion in electrocardiogram. Acute coronary syndrome management was commenced. Coronary angiography and left ventriculography revealed non-obstructive coronary arteries and apical ballooning syndrome. Due to immediate guideline-directed treatment with bisoprolol, ramipril, spironolactone and acetylsalicylic acid the patient\'s condition improved so that she could be discharged after seven days. During a 3-month follow-up the patient showed a normalized ejection fraction and reported no discomfort anymore.
    UNASSIGNED: The ongoing COVID-19 pandemic has also elucidated the importance of the psychosocial health issues in acute cardiovascular care. Having in mind that the social and work environment recently has changed immensely, thus enforcing social isolation and emotional distress, doctors as well as patients must consider TTC as possible etiology of sudden chest pain.
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  • 文章类型: Case Reports
    我们讨论了一个53岁的多发性硬化症患者,每月注射Ofatumumab,感染SARS-CoV-2并持续发烧7周。她因发烧而住院,诊断检查不明显,SARS-CoV-2IgM阴性,并且在初次感染后四周未检测到核衣壳IgG抗体,表明她可能没有对感染产生适当的免疫反应。考虑到诸如ofatumumab的药物在治疗停止后可能需要长达24周的B细胞恢复和更长的恢复道路,接受免疫抑制治疗的患者可能具有延长的病程。
    We discuss a case of a 53-year-old woman with multiple sclerosis on monthly ofatumumab injections, who was infected with SARS-CoV-2 with persistent fevers for seven weeks. She was hospitalized for fever with diagnostic workup being unremarkable with negative SARS-CoV-2 IgM and undetectable nucleocapsid IgG antibodies four weeks out from the initial infection, indicating she may not have mounted an appropriate immune response to the infection. Patients on immunosuppression therapy may have a prolonged course of disease given that medications such as ofatumumab can take up to 24 weeks of B-cell recovery post-treatment discontinuation and a longer road to recovery.
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  • 文章类型: Journal Article
    由于各种人为传播源,流行病的发展总是表现出多波振荡。特别是在人口稠密的地区,人类的大规模流动导致病毒的传播更快、更复杂。准确预测传染病的传播仍然是一个问题。为了解决这个问题,我们提出了一种称为多源动态集成预测(MDEP)方法的新方法,该方法结合了改进的易感暴露感染去除(SEIR)模型,以提高预测结果的准确性。
    修改后的SEIR模型基于隔室模型,适用于局部尺度和密闭空间,没有考虑大规模的人类流动性。此外,隔室模型不能用于预测多波流行病。提出的MDEP方法可以弥补隔室模型中的缺陷。在这项研究中,对2019年冠状病毒病(COVID-19)的发展进行多源预测,并动态组装以获得最终的综合结果。我们使用了中国三个城市的COVID-19的真实疫情数据:北京,兰州和北海。从4月17日开始收集流行病学数据,2022年8月12日,2022年。
    与单波修改的SEIR模型相比,MDEP方法可以描述COVID-19的多波发展。MDEP方法用于预测中国上述城市近期COVID-19暴发的累积病例数。北京的平均准确率,兰州北海占89.15%,91.74%,94.97%,分别。
    MDEP方法提高了COVID-19的预测精度。随着对其他传染病的进一步应用,MDEP方法将提供对传染病的准确预测,并帮助政府制定适当的指令。
    UNASSIGNED: The development of an epidemic always exhibits multiwave oscillation owing to various anthropogenic sources of transmission. Particularly in populated areas, the large-scaled human mobility led to the transmission of the virus faster and more complex. The accurate prediction of the spread of infectious diseases remains a problem. To solve this problem, we propose a new method called the multi-source dynamic ensemble prediction (MDEP) method that incorporates a modified susceptible-exposed-infected-removed (SEIR) model to improve the accuracy of the prediction result.
    UNASSIGNED: The modified SEIR model is based on the compartment model, which is suitable for local-scale and confined spaces, where human mobility on a large scale is not considered. Moreover, compartmental models cannot be used to predict multiwave epidemics. The proposed MDEP method can remedy defects in the compartment model. In this study, multi-source prediction was made on the development of coronavirus disease 2019 (COVID-19) and dynamically assembled to obtain the final integrated result. We used the real epidemic data of COVID-19 in three cities in China: Beijing, Lanzhou, and Beihai. Epidemiological data were collected from 17 April, 2022 to 12 August, 2022.
    UNASSIGNED: Compared to the one-wave modified SEIR model, the MDEP method can depict the multiwave development of COVID-19. The MDEP method was applied to predict the number of cumulative cases of recent COVID-19 outbreaks in the aforementioned cities in China. The average accuracy rates in Beijing, Lanzhou, and Beihai were 89.15%, 91.74%, and 94.97%, respectively.
    UNASSIGNED: The MDEP method improved the prediction accuracy of COVID-19. With further application to other infectious diseases, the MDEP method will provide accurate predictions of infectious diseases and aid governments make appropriate directives.
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