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Artificial Intelligence in Cardiovascular Imaging: Current Landscape, Clinical Impact, and Future Directions. 人工智能在心血管成像中的应用:现状、临床影响和未来方向。
Pub Date : 2025-06-30 eCollection Date: 2025-04-01 DOI: 10.15190/d.2025.10
Sudeep Edpuganti, Amna Shamim, Vilina Hemant Gangolli, Ranasinghe Arachchige Dona Kashmira Nawodi Weerasekara, Amulya Yellamilli

Cardiovascular (CV) imaging is rapidly transforming with the advent of artificial intelligence (AI), automating and augmenting diagnostic pipelines in echocardiography, computed tomography (CT), magnetic resonance imaging (MRI), and nuclear imaging. In this review, we summarize recent developments in convolutional neural networks for real-time echocardiographic interpretation, deep learning for coronary artery calcium scoring that achieves near-perfect agreement with manual methods, and AI-driven plaque quantification and stenosis detection on coronary CT angiography, which achieves an accuracy of ≥ 96%. FDA-approved platforms (e.g., Aidoc, HeartFlow, Caption Health) emphasize clinical translation, while automated segmentation and perfusion analysis in cardiac MRI produce Dice coefficients ≥ 0.93. We critically analyze persistent issues, algorithmic bias, explainability, data privacy, regulatory heterogeneity, and medico-legal liability. We also discuss risk-reduction tactics, such as federated learning and human-in-the-loop oversight. Reactive diagnostics will allow proactive, personalized treatment in the future, assuming we look ahead, thanks to multimodal AI, wearable sensors, and predictive analytics. For AI to fully optimize cardiovascular care, thorough validation, open algorithmic design, and interdisciplinary cooperation will be necessary.

随着人工智能(AI)的出现,心血管(CV)成像正在迅速改变,超声心动图、计算机断层扫描(CT)、磁共振成像(MRI)和核成像的诊断管道自动化和增强。在这篇综述中,我们总结了卷积神经网络用于实时超声心动图解释的最新进展,用于冠状动脉钙评分的深度学习与人工方法接近完美的一致,以及人工智能驱动的冠状动脉CT血管造影斑块量化和狭窄检测的最新进展,其准确性达到≥96%。fda批准的平台(如Aidoc、HeartFlow、Caption Health)强调临床翻译,而心脏MRI的自动分割和灌注分析产生的Dice系数≥0.93。我们批判性地分析了持续存在的问题、算法偏见、可解释性、数据隐私、监管异质性和医疗法律责任。我们还讨论了降低风险的策略,例如联邦学习和人在循环中的监督。如果我们展望未来,得益于多模式人工智能、可穿戴传感器和预测分析,反应性诊断将在未来实现主动、个性化的治疗。人工智能要充分优化心血管护理,还需要彻底的验证、开放的算法设计和跨学科的合作。
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引用次数: 0
Neonatal Adrenal Haemorrhage Mimicking Acute Scrotum: A Case Report. 模拟急性阴囊的新生儿肾上腺出血1例报告。
Pub Date : 2025-06-30 eCollection Date: 2025-04-01 DOI: 10.15190/d.2025.9
Muhammad Mudasir Saleem, Mishal Pervaiz, Ismail Mazhar, Uswah Shoaib, Muhammad Umar Rafique

Acute scrotum in neonates is a rare condition with multiple causes, including incarcerated hernia, testicular torsion, birth trauma, gross hydrocele, and neonatal adrenal haemorrhage, the least common aetiology. Early diagnosis and intervention are essential to prevent testicular ischemia. Due to the continuity between the retroperitoneum and the scrotum via the processus vaginalis and inguinal canal, blood from an adrenal haemorrhage may track down into the scrotum, leading to swelling and discoloration.  We report a case of a 1-day-old male neonate born via emergency caesarean section at 37 weeks due to foetal distress. The baby initially admitted to the NICU for transient tachypnoea, developed a right hemi-scrotal swelling with bluish discoloration on the second day of life. Scrotal ultrasound suggested testicular torsion, but Doppler imaging showed absent blood flow. Further abdominal ultrasound confirmed a right adrenal haemorrhage. The neonate was managed conservatively with intravenous fluids, antibiotics, oxygen support, and coagulation management. Serial ultrasounds showed gradual resolution, and he was discharged on the 17th postnatal day. Follow-up at 1 and 3 months showed complete recovery with normal growth.  Neonatal adrenal haemorrhage should be considered in cases of acute scrotum, especially in neonates with birth asphyxia. Abdominal ultrasound can aid in diagnosis, preventing diagnostic delays, unnecessary surgery, and anaesthesia exposure. This case highlights the importance of thorough imaging and awareness of rare differential diagnoses, contributing to improved clinical practice and better neonatal outcomes.

新生儿急性阴囊是一种罕见的疾病,有多种病因,包括嵌顿疝、睾丸扭转、出生创伤、严重鞘膜积液和新生儿肾上腺出血,这是最不常见的病因。早期诊断和干预对预防睾丸缺血至关重要。由于腹膜后与阴囊之间通过阴道突和腹股沟管相连,肾上腺出血的血液可能进入阴囊,导致肿胀和变色。我们报告一例1天大的男婴通过紧急剖腹产出生在37周由于胎儿窘迫。婴儿最初因短暂性呼吸急促入住新生儿重症监护病房,在出生的第二天出现右半阴囊肿胀伴蓝色变色。阴囊超声提示睾丸扭转,但多普勒造影显示无血流。腹部超声进一步证实右肾上腺出血。对新生儿进行了保守的静脉输液、抗生素、氧支持和凝血管理。连续超声检查显示病情逐渐好转,于出生后第17天出院。随访1、3个月,恢复完全,生长正常。新生儿肾上腺出血应考虑在病例急性阴囊,特别是在新生儿出生时窒息。腹部超声可以帮助诊断,防止诊断延误,不必要的手术,和麻醉暴露。本病例强调了全面影像学检查和罕见鉴别诊断意识的重要性,有助于改善临床实践和改善新生儿预后。
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引用次数: 0
Low-grade fibromyxoid sarcoma, a rare tumor at an unusual site: Case report and review of literature. 低级别纤维黏液样肉瘤,罕见部位的罕见肿瘤:病例报告及文献复习。
Pub Date : 2025-06-30 eCollection Date: 2025-04-01 DOI: 10.15190/d.2025.8
Rasheeda Mohamedali, Nilay Nishith, Rahul Raj, Aishwarya Sharma, Puneet Kaur Somal, Ravikiran N Pawar, Sankalp Sancheti, Deepander Singh Rathore

Low-grade fibromyxoid sarcoma (LGFMS) is a rare fibroblastic neoplasm with an indolent clinical course. It is a distinctive subclass of soft tissue sarcoma with metastasizing potential and sometimes a long interval between tumor presentation and metastasis. This case report describes a 60-year-old female with an unresectable pleural LGFMS initially misdiagnosed as malignant mesothelioma. Pleural LGFMS remains exceedingly rare, with only four prior cases reported. Given its histologically benign appearance, LGFMS poses diagnostic challenges and risks of local recurrence or metastasis. This case underscores the importance of accurate diagnosis using MUC4 and it explores endocrine therapy as a promising palliative option for unresectable LGFMS, contributing valuable insights into management strategies for this rare entity.

摘要低级别纤维黏液样肉瘤(LGFMS)是一种罕见的纤维母细胞肿瘤,临床病程缓慢。它是一种独特的软组织肉瘤亚类,具有转移潜力,有时肿瘤出现和转移之间有很长的间隔。本病例报告描述了一名60岁女性,患有不可切除的胸膜LGFMS,最初被误诊为恶性间皮瘤。胸膜LGFMS非常罕见,仅报道过4例。鉴于其组织学上的良性外观,LGFMS带来了诊断挑战和局部复发或转移的风险。该病例强调了使用MUC4准确诊断的重要性,并探讨了内分泌治疗作为不可切除的LGFMS的一种有希望的姑息治疗选择,为这种罕见的实体的管理策略提供了有价值的见解。
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引用次数: 0
Novel Medication Ganaxolone for Seizure Disorders. 新型药物加那洛酮治疗癫痫。
Pub Date : 2025-06-30 eCollection Date: 2025-04-01 DOI: 10.15190/d.2025.7
Selia Chowdhury, Samia Chowdhury

Ganaxolone, a neuroactive steroid that increases GABAergic inhibition, has been tested in many trials for the resolution of different epileptic disorders. Based on these, our study implemented a systematic review to evaluate the general benefit of ganaxolone for seizures. Pubmed, google scholar, European PubMed Central, Cochrane Library, and U.S. National Library of Medicine Clinical Trials were searched for relevant randomized controlled trials (RCTs) up to March 2023 and 12 RCTs were included in this review. We included 1337 patients from 12 RCTs to evaluate the efficacy and safety of ganaxolone. As results showed, across all trials, 26.3% of participants reported >50% reduction from baseline in seizure frequency. The analysis revealed that the nervous system was the most impacted, with dizziness, somnolence, headache, and seizures being the most frequently reported treatment-related adverse events (TRAEs). The results of these trials suggest that ganaxolone may be effective in reducing seizure frequency in patients with various types of epilepsy, including CDKL5 deficiency disorder, Lennox-Gastaut syndrome, and Protocadherin 19. However, further studies are needed to determine its safety and efficacy in a larger patient population.

Ganaxolone是一种增强gaba能抑制作用的神经活性类固醇,已在许多试验中用于治疗不同的癫痫疾病。在此基础上,我们的研究实施了一项系统综述,以评估加那洛酮对癫痫发作的总体益处。检索截至2023年3月的相关随机对照试验(rct),检索Pubmed、谷歌scholar、欧洲Pubmed Central、Cochrane Library和美国国家医学临床试验图书馆,纳入12项rct。我们纳入了来自12项随机对照试验的1337例患者来评估加那洛酮的疗效和安全性。结果显示,在所有试验中,26.3%的参与者报告癫痫发作频率比基线降低了50%。分析显示,神经系统受到的影响最大,头晕、嗜睡、头痛和癫痫发作是最常见的治疗相关不良事件(TRAEs)。这些试验的结果表明,加那洛酮可能有效地降低各种类型癫痫患者的发作频率,包括CDKL5缺乏性障碍、lenox - gastaut综合征和原钙粘蛋白19。然而,需要进一步的研究来确定其在更大患者群体中的安全性和有效性。
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引用次数: 0
Heartbreakers: Decoding the Molecular Dynamics of Stimulants Abuse on the Cardiovascular System. 心碎:解码兴奋剂滥用对心血管系统的分子动力学。
Pub Date : 2025-05-10 eCollection Date: 2025-04-01 DOI: 10.15190/d.2025.6
Cristina Mihaela Stirbu, Anisia-Cristiana Vasiliniuc, Anda Vasiliu, Elisa Anamaria Liehn

This comprehensive review explores the intricate relationship between stimulants abuse, particularly involving caffeine, amphetamines, methylphenidate and cocaine, offering a detailed and insightful overview of the multifaceted consequences of stimulant drug use on the cardiovascular system. Substance abuse is a medical and socioeconomic issue, which should be regarded properly with respect to its multifaceted implications. For instance, chronic usage exponentially increases the cardiovascular risk, leading to high morbidity and mortality rates. Arrhythmias, atherosclerosis, thrombosis and ischemia are just some of the direct effects of stimulants on vessels and heart, which lead in time to more severe pathological changes, such as hypertension, cardiomyopathies, valvulopathies, myocardial infarction, peripheral artery disease and other cerebrovascular diseases. The different approaches and diverse perspectives of this review, highlight the clinical significance of this complex field. Moreover, opportunities for further research and exploration are pointed out, thus  promoting public education, personalized medical approaches, and targeted interventions to mitigate the substantial morbidity and mortality linked to stimulant abuse. Hopefully, this effort will enhance public cardiovascular well-being.

这篇全面的综述探讨了兴奋剂滥用之间的复杂关系,特别是涉及咖啡因、安非他明、哌醋甲酯和可卡因,提供了兴奋剂药物使用对心血管系统的多方面后果的详细和深刻的概述。药物滥用是一个医学和社会经济问题,应从其多方面影响方面加以适当看待。例如,长期使用会成倍增加心血管风险,导致高发病率和死亡率。心律失常、动脉粥样硬化、血栓和缺血只是兴奋剂对血管和心脏的一些直接作用,及时导致更严重的病理改变,如高血压、心肌病、瓣膜病、心肌梗死、外周动脉疾病等脑血管疾病。这篇综述的不同方法和不同的观点,突出了这一复杂领域的临床意义。此外,还指出了进一步研究和探索的机会,从而促进公共教育、个性化医疗方法和有针对性的干预措施,以减少与兴奋剂滥用有关的大量发病率和死亡率。希望这一努力能改善公众的心血管健康。
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引用次数: 0
Echoes of Trauma: DSA-Guided Coil Embolization for Carotid Cavernous Fistula Presenting with Ocular Bruit and Pulsatile Exophthalmos. 创伤回声:dsa引导线圈栓塞治疗颈动脉海绵瘘,表现为眼部杂音和搏动性眼球突出。
Pub Date : 2025-03-31 eCollection Date: 2025-01-01 DOI: 10.15190/d.2025.2
Erekle Ekvtimishvil, Arpita Meher, Jessen Johnson

Carotid-Cavernous Fistulas (CCFs) are abnormal arteriovenous connections between the carotid artery and the cavernous sinus, resulting from trauma. This case report presents a 47-year-old male who developed a CCF following a road traffic accident. The patient exhibited symptoms such as pulsatile exophthalmos and an ocular bruit, characteristic of CCFs. Diagnosis was confirmed through Digital Subtraction Angiography (DSA), revealed the origin of the fistula. The patient was treated using a novel combined approach of microsurgery and endovascular intervention, involving ligation of the internal carotid artery and transarterial coil embolization. The treatment resulted in rapid resolution of symptoms, including the pulsatile exophthalmos and ocular bruit. This case highlights the importance of a multidisciplinary approach, blending microsurgical and advanced endovascular techniques, in effectively managing traumatic CCFs. The study underscores the value of early diagnosis and the evolving role of minimally invasive procedures in improving patient outcomes.

颈海绵状瘘(CCFs)是颈动脉和海绵窦之间异常的动静脉连接,由外伤引起。本病例报告提出一位47岁男性,在道路交通事故后发展为CCF。患者表现出搏动性眼球突出和眼球杂色等症状,这是CCFs的特征。通过数字减影血管造影(DSA)确认诊断,显示瘘的来源。患者采用显微手术和血管内介入治疗的新方法,包括内颈动脉结扎和经动脉线圈栓塞。治疗后症状迅速缓解,包括搏动性眼球突出和眼压。本病例强调了多学科方法的重要性,结合显微外科和先进的血管内技术,有效地治疗创伤性CCFs。该研究强调了早期诊断的价值和微创手术在改善患者预后方面的作用。
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引用次数: 0
Cytological Diagnosis of Hepatic Metastasis from Rectal Gastrointestinal Stromal Tumor: A Case Report. 直肠胃肠道间质瘤肝转移的细胞学诊断1例。
Pub Date : 2025-03-31 eCollection Date: 2025-01-01 DOI: 10.15190/d.2025.1
Gauri Niranjan, Pallavi Prasad, Archana Verma, Ashok Kumar

Gastrointestinal stromal tumours (GIST) are rare mesenchymal tumours which represent 1% to 3% of all gastrointestinal neoplasms. Rectal location of GIST is extremely rare accounting for 5% of GIST and only 0.1% of rectal tumours. They usually metastasise to the liver (65%). We hereby report a case of rectal stromal tumour with hepatic metastasis. A 55-year-old female presented with pelvic pain, associated with rectal bleeding. A thoracoabdominal computed tomography showed a large heterogeneous enhancing mass, arising from the rectum, anal canal and distal sigmoid colon measuring 12.3x8.7x7.6cm. Based on histopathological examination followed by immunohistochemistry, she was diagnosed with locally advanced rectal GIST. The tumour reduced in size after neoadjuvant-targeted treatment with imatinib. A local resection of the rectal GIST was successfully performed, and a diversion colostomy was done, later colostomy bag was attached. Following the operation, oral imatinib treatment was continued. On subsequent follow-up, her triple phase CECT whole abdomen showed multiple small well-defined peripherally enhancing hypodense liver lesions, the largest measuring 29x18mm suggestive of metastases. Ultrasound-guided fine needle aspiration from a liver lesion was reported as metastatic GIST. The patient underwent surgery, sunitinib was started and was discharged in stable condition. Thus, cytologic examination provides rapid interpretation, is a less invasive technique than open biopsy, and provides a cost-effective modality for diagnosing and managing inaccessible lesions.

胃肠道间质瘤(GIST)是一种罕见的间质肿瘤,占所有胃肠道肿瘤的1%至3%。胃肠道间质瘤发生在直肠极为罕见,约占胃肠道间质瘤的5%,仅占直肠肿瘤的0.1%。它们通常转移到肝脏(65%)。我们在此报告一例直肠间质瘤合并肝转移。55岁女性,骨盆疼痛伴直肠出血。胸腹计算机断层扫描显示一个巨大的非均匀强化肿块,来自直肠、肛管和远端乙状结肠,尺寸为12.3x8.7x7.6cm。基于组织病理学检查和免疫组织化学,她被诊断为局部晚期直肠GIST。用伊马替尼进行新辅助靶向治疗后,肿瘤缩小。成功行直肠间质瘤局部切除,并行转移结肠造口术,随后贴附结肠造口袋。术后继续口服伊马替尼治疗。在随后的随访中,她的全腹部三期CECT显示多个小而明确的周围增强低密度肝脏病变,最大的尺寸为29x18mm,提示转移。超声引导下的细针穿刺从肝脏病变被报道为转移性GIST。患者接受手术,开始使用舒尼替尼,出院时病情稳定。因此,细胞学检查提供了快速的解释,是一种比开放活检侵入性更小的技术,并且为诊断和处理难以触及的病变提供了一种经济有效的方式。
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引用次数: 0
Clear cell adenocarcinoma of the cervix, a rare entity of young females: A case report. 宫颈透明细胞腺癌,罕见的年轻女性:1例报告。
Pub Date : 2025-03-31 eCollection Date: 2025-01-01 DOI: 10.15190/d.2025.4
Paramita Paul, Paramita Rudra Pal, Sadaf Hayat

Clear cell adenocarcinoma of the cervix is a rare neoplasm that accounts for about 4-9% of all uterine cervical adenocarcinoma. It was first reported in young women with in-utero exposure of diethylstilbesterol (DES). However, many cases have been reported post-ban of DES that are not associated with diethylstilbesterol (DES). Here, we are reporting a case of clear cell adenocarcinoma in an 18-year-old woman without any exposure history of DES. An exophytic mass arising from the anterior lip was found in MRI. Biopsy from the mass was diagnosed as Clear cell adenocarcinoma of the cervix based on histopathological and immunohistochemical findings. The patient then underwent a total hysterectomy and bilateral salpingo-oophorectomy. One each of the right pelvic lymph nodes and external iliac lymph nodes showed metastatic deposits. The patient was staged as FIGO stage I [AJCC TNM staging (8th Edition): pT2b pN1]. Post 6 months follow up there is no evidence of any recurrence.

宫颈透明细胞腺癌是一种罕见的肿瘤,约占所有子宫颈腺癌的4-9%。首次报道的是宫内暴露于己烯雌酚(DES)的年轻女性。然而,据报道,许多禁用DES后的病例与己烯雌酚(DES)无关。在此,我们报告一例透明细胞腺癌,患者为18岁女性,无DES暴露史。MRI发现前唇外生性肿块。根据组织病理学和免疫组织化学结果,肿块活检诊断为宫颈透明细胞腺癌。患者随后接受了全子宫切除术和双侧输卵管卵巢切除术。右侧盆腔淋巴结和髂外淋巴结各有一例有转移灶。患者分期为FIGO I期[AJCC TNM分期(第8版):pT2b pN1]。随访6个月后无复发迹象。
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引用次数: 0
Impact of Triton X-100 on Notch 1 Surface Receptor Immunofluorescence: A Cautionary Study. Triton X-100对Notch 1表面受体免疫荧光影响的警示研究
Pub Date : 2025-03-31 eCollection Date: 2025-01-01 DOI: 10.15190/d.2025.5
Maha Shahid, Kanwal Iftikhar, Shabana Usman Simjee

Triton X-100 is a cell-permeabilizing agent, widely used in molecular studies to enhance the permeability of cellular membranes. It has detrimental effects on the cell surface receptors thereby not suitable for surface receptor protein studies. Therefore, in the present study the protein expression of Notch surface receptor was analyzed with and without exposure of cell surfactant i.e. Triton X-100. It was observed that cultured cortical cells treated with Triton X-100 gave false protein expression due to the disruption of cellular membrane. On the contrary, cells without surfactant treatment exhibit fluorescence proportional to the true presence of Notch 1 receptors. This method can be followed for the analysis of any surface receptor protein through immunofluorescence to exclude any false expression.

Triton X-100是一种细胞渗透剂,广泛用于分子研究,以增强细胞膜的通透性。它对细胞表面受体有不利影响,因此不适合表面受体蛋白的研究。因此,在本研究中,我们分析了在细胞表面活性剂Triton X-100暴露和不暴露时Notch表面受体的蛋白表达。观察到经Triton X-100处理后的皮层细胞由于细胞膜被破坏而产生假蛋白表达。相反,未经表面活性剂处理的细胞表现出与Notch 1受体的真实存在成正比的荧光。该方法可用于任何表面受体蛋白的免疫荧光分析,排除假表达。
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引用次数: 0
Clinical Insights and Advancements in Human Metapneumovirus Management and Prognosis. 人偏肺病毒治疗和预后的临床见解和进展。
Pub Date : 2025-03-31 eCollection Date: 2025-01-01 DOI: 10.15190/d.2025.3
Harsahaj Singh Wilkhoo, Afra Wasama Islam, Harkirat Singh Wilkhoo, Suhaib Hussain, Bharat Singh, Saumya Rajesh Kadam

Human metapneumovirus is a respiratory pathogen that infects children, the elderly, and immunocompromised individuals. Despite its global prevalence, underdiagnosis persists because of clinical overlap with other respiratory viruses. The current approach is mostly supportive, with oxygen therapy and hydration being crucial interventions. Ribavirin contains antiviral properties but has little clinical application. Vaccine development is moving forward, with prospects including live-attenuated, subunit-based, and virus-like particle vaccines. Molecular diagnostics, such as RT-PCR and metagenomic sequencing, have increased detection rates, which aids epidemiological monitoring. Monoclonal antibodies targeting the fusion (F) protein are being studied for passive immunity, while immunomodulatory treatments such as corticosteroids and intravenous immunoglobulins may help treat severe cases. Emerging treatments include fusion inhibitors and pan-pneumovirus vaccinations that protect against HMPV and RSV. Future research should concentrate on optimizing antiviral methods, increasing vaccination trials, and improving surveillance to detect outbreaks. A multidisciplinary approach that combines virology, immunology, and epidemiology is required to reduce HMPV's effect and improve patient outcomes. This review serves as a comprehensive literature about HMPV which provides all the crucial clinical perspectives and the latest advancements in management, antivirals, patient prognosis as well and diagnostic modalities.

人偏肺病毒是一种呼吸道病原体,可感染儿童、老年人和免疫功能低下的个体。尽管它在全球流行,但由于临床与其他呼吸道病毒重叠,诊断不足仍然存在。目前的方法主要是支持性的,氧疗和水合作用是关键的干预措施。利巴韦林具有抗病毒特性,但临床应用很少。疫苗开发正在向前推进,前景包括减毒活疫苗、亚基疫苗和病毒样颗粒疫苗。分子诊断,如RT-PCR和宏基因组测序,提高了检出率,有助于流行病学监测。目前正在研究针对融合(F)蛋白的单克隆抗体用于被动免疫,而免疫调节治疗如皮质类固醇和静脉注射免疫球蛋白可能有助于治疗严重病例。新兴的治疗方法包括融合抑制剂和预防HMPV和RSV的泛肺炎病毒疫苗。未来的研究应集中在优化抗病毒方法、增加疫苗接种试验和改善监测以发现疫情。需要一种结合病毒学、免疫学和流行病学的多学科方法来减少HMPV的影响并改善患者的预后。这篇综述是关于HMPV的综合文献,提供了所有重要的临床观点和最新进展的管理,抗病毒药物,患者预后以及诊断方式。
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引用次数: 0
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