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Clinical utility of diffusion tensor imaging in sport-related concussion: a systematic review. 弥散张量成像在运动相关脑震荡中的临床应用:系统综述。
IF 2.1 Pub Date : 2025-10-08 eCollection Date: 2025-01-01 DOI: 10.1093/bjro/tzaf024
Shiv Patil, Rithvik Kata, Serhat Aydin, Mert Karabacak, Konstantinos Margetis, Sotirios Bisdas

Objective: Sport-related concussion (SRC) is a prevalent form of traumatic brain injury that is associated with long-term neurological and psychiatric impairment, particularly among athletes with a history of repetitive concussions. The biological variability of SRC's impact on the brain, as well as a lack of objective biomarkers to diagnose and prognosticate concussion, has prompted interest in advanced neuroimaging methods such as diffusion tensor imaging (DTI). By measuring disruptions in water diffusivity due to head trauma, DTI can detect alterations in white matter integrity that are not visualized by conventional imaging methods. This systematic review aims to synthesize major trends and findings on original research studies that utilized DTI to evaluate subjects for SRC.

Methods: An initial search from PubMed, Web of Science, and Scopus generated 397 articles published from database inception to 2024, with 26 studies included in the final qualitative synthesis.

Results: Findings showed heterogenous changes in DTI parameters during acute injury with more consistent alterations seen in chronic injury, particularly as reduced fractional anisotropy and elevated mean diffusivity. Significant variability was observed in study design and methodology, which may explain discrepancies in findings across studies.

Conclusions: Future research efforts should implement standardized methods capable of accounting for inter-individual differences to further validate DTI's role as an objective biomarker of SRC.

Advances in knowledge: Individualized analysis of DTI could serve as a diagnostic tool and prognostic metric for patients with SRC, thus enabling an objective measure of long-term outcome and suitability for return-to-play.

目的:运动相关性脑震荡(SRC)是一种常见的外伤性脑损伤形式,与长期神经和精神损伤有关,特别是在有重复性脑震荡史的运动员中。SRC对大脑影响的生物学变异性,以及缺乏诊断和预测脑震荡的客观生物标志物,促使人们对扩散张量成像(DTI)等先进神经成像方法产生了兴趣。通过测量头部创伤引起的水扩散性中断,DTI可以检测到传统成像方法无法显示的白质完整性改变。本系统综述旨在综合利用DTI评估SRC受试者的主要趋势和原始研究结果。方法:从PubMed、Web of Science和Scopus中进行初步检索,产生了从数据库建立到2024年发表的397篇文章,其中26篇研究纳入最终的定性综合。结果:研究结果显示急性损伤期间DTI参数的异质性变化,在慢性损伤中观察到更一致的变化,特别是分数各向异性降低和平均扩散系数升高。在研究设计和方法上观察到显著的差异,这可能解释了研究结果的差异。结论:未来的研究工作应该实施能够解释个体间差异的标准化方法,以进一步验证DTI作为SRC的客观生物标志物的作用。知识进展:DTI的个体化分析可以作为SRC患者的诊断工具和预后指标,从而能够客观衡量长期结果和是否适合恢复比赛。
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引用次数: 0
Low field, high impact: democratizing MRI for clinical and research innovation. 低场,高影响:民主化MRI用于临床和研究创新。
IF 2.1 Pub Date : 2025-09-25 eCollection Date: 2025-01-01 DOI: 10.1093/bjro/tzaf022
Derek K Jones, Daniel C Alexander, Karen Chetcuti, Mara Cercignani, Kirsten A Donald, Mark A Griswold, Emre Kopanoglu, Ikeoluwa Lagunju, Johnes Obungoloch, Godwin Ogbole, Marco Palombo, Andrew G Webb

MRI is a cornerstone of modern clinical medicine and neuroscience, yet it remains largely inaccessible in low- and middle-income countries (LMICs) due to high costs, complex infrastructure requirements, the need for specialized personnel, and dependence on proprietary systems. Portable low-field MRI (LF-MRI), operating below 100 mT, offers a compelling alternative: low-cost, more accessible, and increasingly powerful, thanks to advances in hardware engineering, acquisition physics, image reconstruction, and open-source software. Reviewing and building upon recent progress, we, a multidisciplinary team of clinicians, physicists, engineers, and global health researchers based both in LMIC and HIC settings, present a formal argument for the adoption of LF-MRI as a catalyst for discovery science and healthcare innovation in LMICs. LF-MRI can produce clinically meaningful images and rich research data, enabling population-scale studies in neurodevelopment, ageing, and neurogenetics. But we argue that systems must be open, upgradeable, and co-developed, allowing potential for local teams to maintain, adapt, and scale technology according to their needs. Beyond the scanner, we outline the ecosystem required for success: data infrastructure, training pathways, ethical data governance, and equitable collaboration. We issue a call to researchers, vendors, and funders to reframe MRI as a globally accessible technology, capable of supporting diverse research agendas and delivering transformative health impact, particularly where it is needed most.

MRI是现代临床医学和神经科学的基石,但由于成本高、基础设施要求复杂、对专业人员的需求以及对专有系统的依赖,在低收入和中等收入国家(LMICs)仍在很大程度上无法获得MRI。由于硬件工程、采集物理、图像重建和开源软件的进步,操作100mt以下的便携式低场MRI (LF-MRI)提供了令人信服的替代方案:低成本、更容易获得,并且功能越来越强大。回顾和建立在最近的进展,我们,一个多学科团队的临床医生,物理学家,工程师,和全球卫生研究人员基于中低收入国家和高收入国家的设置,提出了一个正式的论据,采用低频磁共振成像作为发现科学和医疗保健创新的催化剂中低收入国家。LF-MRI可以产生有临床意义的图像和丰富的研究数据,使神经发育,衰老和神经遗传学的人群规模研究成为可能。但是我们认为系统必须是开放的、可升级的和共同开发的,允许本地团队根据他们的需要来维护、适应和扩展技术。在扫描仪之外,我们概述了成功所需的生态系统:数据基础设施、培训途径、道德数据治理和公平协作。我们呼吁研究人员、供应商和资助者将MRI重新定义为一种全球可访问的技术,能够支持不同的研究议程,并提供变革性的健康影响,特别是在最需要它的地方。
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引用次数: 0
Radiological extranodal extension in head and neck cancers: current evidence and challenges in imaging detection and prognostic impact. 头颈部肿瘤的淋巴结外延伸:影像学检测和预后影响的现有证据和挑战。
IF 2.1 Pub Date : 2025-08-26 eCollection Date: 2025-01-01 DOI: 10.1093/bjro/tzaf021
Nivedita Chakrabarty, Abhishek Mahajan

Extranodal extension (ENE) is an established adverse prognostic indicator for head and neck cancers (HNC), and its presence entails adjuvant chemoradiotherapy, hence, it had been incorporated for the first time as the advanced regional node N3b category in the 8th edition of the Union for International Cancer Control (UICC)/American Joint Committee on Cancer (AJCC) Tumour Node Metastasis (TNM) classification for cancers of the oral cavity, human papillomavirus-negative oropharynx, hypopharynx, larynx and major salivary gland carcinomas. Pathological ENE is available for cases which are operated on, but cases which are managed non-surgically or unfit for surgery rely on imaging for providing the information on ENE, and this has prompted researchers across the globe to devise radiological grading for ENE. Radiological ENE has finally been given due credit and incorporated in the 9th version of AJCC TNM staging for nasopharyngeal carcinoma, which came into effect from January 2025. Knowledge of ENE status on baseline imaging prior to operation also helps in counselling patients regarding prognosis and planning adjuvant treatment. In this article, we have comprehensively reviewed the radiological/imaging ENE (rENE/iENE) grading proposed by researchers worldwide, extensively reviewed the existing evidence and challenges of using rENE/iENE for staging, grading, prognosticating and treating HNC, and also discussed the future scope of using rENE/iENE for managing patients with HNC of all the subsites, including thyroid cancers. Artificial intelligence-based studies for predicting rENE/iENE have also been discussed briefly.

结外延伸(ENE)是头颈癌(HNC)的不良预后指标,其存在需要辅助放化疗,因此,在第8版国际癌症控制联盟(UICC)/美国癌症联合委员会(AJCC)肿瘤淋巴结转移(TNM)分类中,首次将其作为晚期区域性淋巴结N3b类别纳入口腔癌、人乳头瘤病毒阴性口咽癌、下咽癌、喉癌和大唾液腺癌。病理性ENE可用于手术治疗的病例,但非手术治疗或不适合手术治疗的病例依赖影像学提供ENE的信息,这促使全球研究人员设计ENE的放射分级。放射学ENE最终获得了应有的认可,并被纳入了从2025年1月起生效的AJCC鼻咽癌TNM分期的第9版。术前基线影像学对ENE状态的了解也有助于患者预后咨询和辅助治疗计划。在本文中,我们全面回顾了全球研究者提出的放射学/影像学ENE (rENE/iENE)分级,广泛回顾了使用rENE/iENE进行HNC分期、分级、预后和治疗的现有证据和挑战,并讨论了未来使用rENE/iENE治疗包括甲状腺癌在内的所有亚型HNC患者的范围。本文还简要讨论了基于人工智能的rENE/iENE预测研究。
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引用次数: 0
Development of a biological at-risk volume using apparent diffusion coefficient for parotid-sparing radiation therapy planning. 利用表观扩散系数制定保甲状腺放射治疗计划的生物危险体积。
IF 2.1 Pub Date : 2025-08-13 eCollection Date: 2025-01-01 DOI: 10.1093/bjro/tzaf020
Katelyn Cahill, Catriona Hargrave, Patrick O'Connor, Mark Denham, Nathan Hearn, Dinesh Vignarajah, Zack Y Shan, Myo Min

Objectives: Xerostomia toxicity continues to contribute towards a decrease in quality of life in head and neck cancer patients. Diffusion weighted MRI and the associated apparent diffusion coefficient (ADC) may identify the radiosensitive region within the parotid gland (PG). This study retrospectively assesses the feasibility of using percentile threshold values from the ADC map to generate a biological at-risk volume (BRV). The location and distribution of BRV are evaluated across the PG.

Methods: Image registration between the planning CT and MRI-simulation images was performed and reviewed to ensure accurate translation of ADC data when contouring the PG. Histogram analysis was undertaken using the 20th, 30th, and 50th percentile ADC values of each contoured PG to form the BRV. The whole PG was split into 8 anatomical sectors at a common intersection point to evaluate the distribution of BRV throughout.

Results: The BRV distribution for each percentile was mapped across the whole contoured PG and each anatomical sector contour. The largest distribution was predominantly found in the superolateral sectors.

Conclusions: The 20th and 30th percentile ADC values can be used to form a BRV of the PG. The location of the BRV distribution indicates a potential relationship between ADC thresholds and the functional region of the PG.

Advances in knowledge: The BRV is located in a favourable position within the PG and could be used to further spare this salivary gland during dose optimization. The feasibility of this approach will be explored in a future retrospective dosimetry study.

目的:口干毒性持续导致头颈癌患者生活质量下降。扩散加权MRI和相关的表观扩散系数(ADC)可以识别腮腺(PG)内的放射敏感区。本研究回顾性评估了使用ADC图中的百分位阈值来产生生物风险体积(BRV)的可行性。方法:在规划CT和mri模拟图像之间进行图像配准并进行检查,以确保在勾画PG时准确翻译ADC数据。使用每个勾画PG的第20、30和50百分位ADC值进行直方图分析,以形成BRV。在一个共同的交叉点将整个PG分成8个解剖扇区,以评估BRV在整个解剖扇区的分布。结果:BRV的每个百分位数分布在整个轮廓PG和每个解剖扇形轮廓上。最大的分布主要是在上外侧部门。结论:20和30百分位ADC值可用于形成PG的BRV, BRV分布的位置表明ADC阈值与PG功能区域之间存在潜在的关系。知识进展:BRV位于PG内的有利位置,可用于进一步在剂量优化时节省该唾液腺。这种方法的可行性将在未来的回顾性剂量学研究中探讨。
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引用次数: 0
Progressive pulmonary fibrosis: current perspectives in diagnostic imaging. 进行性肺纤维化:诊断影像学的最新观点。
IF 2.1 Pub Date : 2025-07-24 eCollection Date: 2025-01-01 DOI: 10.1093/bjro/tzaf018
Prerana Agarwal, Christopher L Schlett, Fabian Bamberg, Björn C Frye

A subset of patients with interstitial lung diseases (ILDs) experiences disease progression despite standard treatment protocols. Similar to idiopathic pulmonary fibrosis, the archetype of progressive fibrotic ILDs, these patients exhibit worsening clinical symptoms, declining lung function, and progressive radiological changes, often resulting in shortened survival. This progressive disease pattern is classified under the term progressive pulmonary fibrosis or progressive fibrosing ILD. Radiological imaging, particularly high-resolution computed tomography (HRCT), is integral to diagnosing ILDs and plays a critical role within multidisciplinary ILD boards. HRCT is instrumental in identifying patients at a higher risk for disease progression and may provide valuable prognostic insights. Additionally, serial imaging is essential for detecting progression over time. While visual assessment remains the primary method for evaluating disease advancement, emerging quantitative techniques, including those utilizing machine learning, are currently undergoing validation.

尽管有标准的治疗方案,但有一部分间质性肺疾病(ild)患者仍会出现疾病进展。与特发性肺纤维化(进行性纤维化ild的原型)类似,这些患者表现出临床症状恶化、肺功能下降和进行性影像学改变,通常导致生存期缩短。这种进行性疾病模式被归类为进行性肺纤维化或进行性纤维化性肺间质性肺病。放射成像,特别是高分辨率计算机断层扫描(HRCT),是诊断ILD不可或缺的一部分,在多学科ILD委员会中发挥着关键作用。HRCT有助于识别疾病进展风险较高的患者,并可能提供有价值的预后见解。此外,连续成像对于检测病情进展至关重要。虽然视觉评估仍然是评估疾病进展的主要方法,但新兴的定量技术,包括那些利用机器学习的技术,目前正在进行验证。
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引用次数: 0
Diffusion weighted imaging in musculoskeletal system: where are we now? 扩散加权成像在肌肉骨骼系统:我们现在在哪里?
IF 2.1 Pub Date : 2025-07-22 eCollection Date: 2025-01-01 DOI: 10.1093/bjro/tzaf019
Sonal Saran, Avneesh Chhabra, Rajesh Botchu

Diffusion-weighted imaging (DWI) is an advanced MRI technique that harnesses the movement of water molecules within tissues to assess and characterize a wide range of musculoskeletal disorders. By differentiating between isotropic and anisotropic diffusion, DWI provides critical insights into tissue integrity and pathology, proving instrumental in diagnosing conditions. Its sensitivity to changes in tissue microstructure is quantified through metrics like the apparent diffusion coefficient (ADC) and fractional anisotropy (FA). Advanced methodologies, including diffusion tensor imaging (DTI) and diffusion kurtosis imaging (DKI), further enhance DWI's ability to evaluate complex tissue architectures, offering vital information on muscle, ligament, tendon, and cartilage health. DWI also excels in the assessment of soft tissue tumours, infections, and joint pathologies, enabling accurate differentiation between benign and malignant lesions and facilitating early detection of conditions like osteomyelitis. Additionally, DWI plays a crucial role in monitoring treatment responses, with ADC changes correlating to tumour necrosis and recurrence. Despite its advantages, DWI faces limitations, such as technical artefacts and challenges in interpretation that can impact diagnostic accuracy. This review explores the diverse applications of DWI and DTI in musculoskeletal imaging, highlighting their potential to improve diagnostic precision and clinical outcomes while addressing ongoing challenges in the field.

弥散加权成像(DWI)是一种先进的MRI技术,它利用组织内水分子的运动来评估和表征各种肌肉骨骼疾病。通过区分各向同性和各向异性扩散,DWI提供了对组织完整性和病理的关键见解,证明了诊断疾病的工具。通过表观扩散系数(ADC)和分数各向异性(FA)等指标来量化其对组织微观结构变化的敏感性。先进的方法,包括弥散张量成像(DTI)和弥散峰度成像(DKI),进一步增强了DWI评估复杂组织结构的能力,提供了关于肌肉、韧带、肌腱和软骨健康的重要信息。DWI在评估软组织肿瘤、感染和关节病变方面也表现出色,能够准确区分良恶性病变,促进骨髓炎等疾病的早期发现。此外,DWI在监测治疗反应中起着至关重要的作用,ADC的变化与肿瘤坏死和复发有关。尽管DWI具有优势,但它也存在局限性,例如技术人工制品和解释方面的挑战,这些都会影响诊断的准确性。本文探讨了DWI和DTI在肌肉骨骼成像中的不同应用,强调了它们在提高诊断精度和临床结果方面的潜力,同时解决了该领域正在面临的挑战。
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引用次数: 0
Radiological phenotypes in pulmonary sarcoidosis: a reliability study of newly defined high-resolution computer tomography phenotypes. 肺结节病的放射学表型:新定义的高分辨率计算机断层扫描表型的可靠性研究。
Pub Date : 2025-06-25 eCollection Date: 2025-01-01 DOI: 10.1093/bjro/tzaf017
Julie Van Woensel, Jasenko Krdzalic, Tom de Jaegere, Marlou T H F Janssen, Sofia Ramiro, César Magro Checa, Robert B M Landewé, Rémy L M Mostard

Objectives: An accurate morphological classification of distinct pulmonary phenotypes in sarcoidosis is lacking. Recently, a multinational Delphi study was conducted to reach a consensus on recognizable high-resolution computer tomography (HRCT) phenotypes in pulmonary sarcoidosis as a basis for a more distinctive classification. The reliability of these phenotypes has not yet been evaluated.

Methods: HRCT scans of adult sarcoidosis patients from the pulmonology department of a single sarcoidosis referral center were scored by three blinded independent readers. Seven phenotypes were distinguished as described in the Delphi study. They were divided into two subgroups: "non-fibrotic" and "likely-to-be fibrotic". Intra- and inter-reader reliability for scoring the predominant phenotype and the subgroup was assessed using weighted Kappa (Kw) statistics.

Results: Forty-five patients (mean age, 47 years ± 12, 28 men) were included. For the scoring of the predominant phenotype, inter-reader reliability between all readers was substantial with an overall Fleiss' kappa of 0.69 (CI 0.622-0.765, P < .001). We observed a substantial inter-reader reliability between readers A and B (K w of 0.76), between readers B and C (Kw of 0.66) and between readers A and C (K w of 0.66). For the scoring of the subgroups "non-fibrotic" vs. "likely-to-be fibrotic," overall Fleiss' Kappa was substantial (K = 0.78, CI 0.607-0.944, P < .001). We observed a K w score of 0.76 between readers A and B; 0.81 between readers A and C; 0.76 between readers B and C. Intra-reader reliability was substantial between the scores of A in scoring the predominant phenotypes (K w of 0.71) and it was almost perfect in scoring the subgroups (K w of 0.95). Intra-reader reliability was substantial between the scores of B in scoring the predominant phenotype (K w of 0.66) and subgroups (K w of 0.72).

Conclusions: The inter- and intra-reader reliability of the newly proposed HRCT phenotypes obtained from the Delphi study is very acceptable.

Advances in knowledge: This study is the first to assess the reliability of these HRCT phenotypes and supports the use of them for classification purposes in future clinical and pathogenetic studies.

目的:缺乏结节病中不同肺表型的准确形态学分类。最近,进行了一项多国德尔菲研究,以就肺结节病可识别的高分辨率计算机断层扫描(HRCT)表型达成共识,作为更独特分类的基础。这些表型的可靠性尚未得到评估。方法:对单个结节病转诊中心肺病科成年结节病患者的HRCT扫描进行三名盲法独立阅读者评分。如德尔菲研究中所描述的,七种表型被区分出来。他们被分为两个亚组:“非纤维化”和“可能纤维化”。使用加权Kappa (Kw)统计评估主要表型和亚组评分的阅读器内和阅读器间可靠性。结果:纳入45例患者,平均年龄47岁±12岁,男性28例。对于显性表型的评分,所有读者之间的读者间信度都很高,总体Fleiss kappa为0.69 (CI为0.622-0.765,kp为0.76),读者B和C之间(Kw为0.66),读者A和C之间(kp为0.66)。对于“非纤维化”与“非纤维化”亚组的评分。“可能是纤维化的”,总体Fleiss Kappa是可观的(K = 0.78, CI 0.607-0.944,读者A和B之间的pkw评分为0.76;读者A与读者C之间的差异为0.81;在对显性表型的评分上,A组与c组之间的读者内信度相当高(K w为0.71),在对亚组的评分上,读者内信度几乎是完美的(K w为0.95)。在对显性表型(kw为0.66)和亚组(kw为0.72)进行评分时,B的评分具有显著的读者内信度。结论:从德尔菲研究中获得的新提出的HRCT表型的阅读器间和阅读器内可靠性是非常可接受的。知识进展:该研究首次评估了这些HRCT表型的可靠性,并支持在未来的临床和病理研究中将其用于分类目的。
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引用次数: 0
Being a radiation oncologist: times of crisis for European graduates. 成为一名放射肿瘤学家:欧洲毕业生的危机时期。
Pub Date : 2025-06-09 eCollection Date: 2025-01-01 DOI: 10.1093/bjro/tzaf016
Federico Gagliardi, Emma D'Ippolito, Roberta Grassi, Angelo Sangiovanni, Vittorio Salvatore Menditti, Dino Rubini, Paolo Gallo, Luca D'Ambrosio, Massimo Minerva, Viola Salvestrini, Francesca De Felice, Giuseppe Carlo Iorio, Antonio Piras, Luca Nicosia, Gian Marco Petrianni, Luca Boldrini, Valerio Nardone

This study examines the shortage of radiation oncologists in Italy and Europe, analysing systemic challenges in postgraduate training and proposing solutions to enhance the appeal of radiation oncology. A review of literature from Italy and Europe evaluated trends in training programmes, workforce dynamics. Analysis included residency vacancies, economic constraints, training disparities, and visibility of the field during medical education. In Italy, 55.3% of radiation oncology residency positions have gone unfilled or been abandoned since 2016, with 90% of positions vacant in 2023. Contributing factors include inadequate exposure to radiotherapy during medical training, limited financial opportunities, negative societal perceptions, and high levels of burnout. Across Europe, similar challenges persist. Training disparities, outdated infrastructure, and regional inequalities exacerbate workforce shortages, particularly in low-income countries. Addressing the radiation oncology crisis requires a multifaceted strategy, including enhancing visibility of the field in medical education, improving working conditions, offering financial incentives, and addressing disparities in training quality across Europe. The European radiotherapist shortage is a systemic issue requiring coordinated efforts to standardize training, address economic barriers, and improve the specialty's appeal. By fostering collaboration and reform, European nations can meet the growing demand for cancer care and secure a sustainable workforce for the future.

本研究考察了意大利和欧洲放射肿瘤学家的短缺,分析了研究生培训中的系统性挑战,并提出了提高放射肿瘤学吸引力的解决方案。对意大利和欧洲文献的回顾评估了培训方案、劳动力动态的趋势。分析包括住院医师空缺、经济限制、培训差异和医学教育期间该领域的可见度。在意大利,自2016年以来,55.3%的放射肿瘤学住院医师职位空缺或被放弃,到2023年,90%的职位空缺。造成这种情况的因素包括医疗培训期间放射治疗暴露不足、经济机会有限、负面的社会观念和高度倦怠。在整个欧洲,类似的挑战依然存在。培训差距、过时的基础设施和地区不平等加剧了劳动力短缺,尤其是在低收入国家。解决放射肿瘤学危机需要一项多方面的战略,包括提高该领域在医学教育中的知名度、改善工作条件、提供财政奖励和解决整个欧洲培训质量的差异。欧洲放射治疗师的短缺是一个系统性的问题,需要协调一致的努力来规范培训,解决经济障碍,提高专业的吸引力。通过促进合作和改革,欧洲国家可以满足对癌症治疗日益增长的需求,并为未来确保可持续的劳动力。
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引用次数: 0
Artificial intelligence for cardiac imaging is ready for widespread clinical use: Pro Con debate AI for cardiac imaging. 人工智能心脏成像已准备好广泛的临床应用:赞成辩论人工智能心脏成像。
IF 2.1 Pub Date : 2025-06-06 eCollection Date: 2025-01-01 DOI: 10.1093/bjro/tzaf015
Domenico Mastrodicasa, Marly van Assen

Artificial intelligence (AI) has made significant strides in cardiac imaging, offering advancements in image acquisition, risk prediction, and workflow automation. However, its readiness for widespread clinical adoption remains debated. This review explores both sides of the argument across key domains. It discusses the advantages and challenges of AI for cardiac imaging regarding pre-and post-processing, risk-stratification and prognostication, workflow augmentation, regulatory and ethical frameworks, and cost-effectiveness of AI tools. It will discuss the diagnostic accuracy shown by AI for automated measurements, improved image quality and workflow efficiency with AI-driven worklist prioritization. The potential of personalized care using AI-based prognostic models. It discusses regulatory frameworks for approving AI tools, while ethical frameworks to ensure safe and ethical use of AI are being implemented, simultaneously reimbursement is becoming available, signalling growing trust in their safety and efficacy. It also addresses the challenges AI has yet to overcome, such as the lack of generalizability across diverse populations, limited availability of outcome data and cost-efficacy studies. Despite progress, regulatory and ethical frameworks still struggle to keep pace with AI's rapid evolution, raising concerns about accountability, patient safety, bias, data privacy, and algorithmic transparency.

人工智能(AI)在心脏成像方面取得了重大进展,在图像采集、风险预测和工作流程自动化方面取得了进步。然而,它是否准备好广泛的临床应用仍然存在争议。这篇综述探讨了双方在关键领域的争论。它讨论了人工智能在心脏成像方面的优势和挑战,包括预处理和后处理、风险分层和预测、工作流程增强、监管和道德框架以及人工智能工具的成本效益。它将讨论人工智能在自动测量、提高图像质量和人工智能驱动的工作列表优先级的工作流程效率方面所显示的诊断准确性。使用基于人工智能的预后模型进行个性化护理的潜力。它讨论了批准人工智能工具的监管框架,同时正在实施确保人工智能安全和合乎道德使用的道德框架,同时可以获得报销,这表明人们对其安全性和有效性的信任日益增强。它还解决了人工智能尚未克服的挑战,例如在不同人群中缺乏普遍性,结果数据和成本效益研究的可用性有限。尽管取得了进展,但监管和道德框架仍难以跟上人工智能的快速发展,引发了对问责制、患者安全、偏见、数据隐私和算法透明度的担忧。
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引用次数: 0
Myelin mapping in patients with rheumatoid arthritis-related fatigue: a TBSS-MTR study of integrity. 类风湿性关节炎相关疲劳患者髓磷脂图谱:一项完整的tss - mtr研究
Pub Date : 2025-05-24 eCollection Date: 2025-01-01 DOI: 10.1093/bjro/tzaf014
Maryam Alhashim, Neil Basu, Alison Murray, Gordon Waiter

Background: Rheumatoid arthritis (RA) patients frequently report fatigue, which notably diminishes their quality of life. Emerging research points to a correlation between inflammation-induced fatigue and brain structural alterations.

Objectives: This study evaluates the variance in myelin integrity among patients with RA-related fatigue, investigating the potential of magnetization transfer ratio (MTR) as a biomarker, in comparison with healthy controls.

Methods: A prospective cohort analysis was conducted comprised 60 RA patients with fatigue, categorized into active (n = 30) and non-active (n = 30) disease states, alongside 20 healthy controls (HC). A 3 Tesla MRI system was utilized to perform diffusion tensor imaging (DTI) and magnetization transfer imaging (MTI) sequences. MTR maps were generated using in-house MATLAB code and co-registered with DTI data using SPM8. These were then analyzed through tract-based spatial statistics (TBSS) with threshold-free cluster enhancement (TFCE) and corrected for multiple comparisons. MTR values were assessed using Randomize from the FSL toolkit, applying a general linear model (GLM) for voxel-wise analysis and TFCE for p-value generation, with family-wise error (FWE) control (P < .05) for multiple comparisons.

Results: The RF group exhibited significantly lower myelin integrity (TFCE, P < .05) compared to HCs, particularly in the middle cerebellar peduncle and splenium of the corpus callosum, with no marked difference between active and non-active RA disease statuses. There is a discernible disparity in myelin integrity between RA patients with fatigue and healthy individuals, suggesting microstructural white matter alterations that are congruent with DTI findings.

Conclusion: This study reveals that rheumatoid arthritis (RA) patients with fatigue exhibit significantly lower myelin integrity, particularly in the middle cerebellar peduncle and splenium of the corpus callosum, compared to healthy controls. Notably, this finding was consistent regardless of the active or non-active status of the RA disease, highlighting persistent white matter alterations in this patents cohort.

Advances in knowledge: The research demonstrates that magnetization transfer ratio (MTR) imaging can effectively map microstructural changes in RA patients with fatigue, suggesting its potential as a biomarker for assessing white matter integrity in this condition. While it does not establish a direct causal relationship, it provides valuable insights into the role of MTR mapping in understanding brain alterations in patients with fatigue-related RA.

背景:类风湿性关节炎(RA)患者经常报告疲劳,这明显降低了他们的生活质量。新兴研究指出炎症引起的疲劳和大脑结构改变之间存在关联。目的:本研究评估ra相关性疲劳患者髓磷脂完整性的差异,研究磁化传递比(MTR)作为生物标志物的潜力,并与健康对照进行比较。方法:前瞻性队列分析包括60例RA疲劳患者,分为活动性(n = 30)和非活动性(n = 30)疾病状态,以及20例健康对照(HC)。采用3特斯拉MRI系统进行扩散张量成像(DTI)和磁化转移成像(MTI)序列。MTR地图使用内部MATLAB代码生成,并使用SPM8与DTI数据共同注册。然后,通过基于通道的空间统计(TBSS)和无阈值聚类增强(TFCE)对这些数据进行分析,并对多重比较进行校正。使用FSL工具包中的Randomize评估MTR值,应用一般线性模型(GLM)进行体素分析,使用TFCE进行P值生成,并进行家族误差(FWE)控制(P)。结果:与hc相比,RF组表现出明显较低的髓磷脂完整性(TFCE, P < 0.05),特别是在小脑中脚和胼胝体的脾部,活动性和非活动性RA疾病状态之间无显着差异。疲劳类风湿性关节炎患者与健康人髓鞘完整性存在明显差异,提示微结构白质改变与DTI结果一致。结论:本研究表明,与健康对照组相比,疲劳型类风湿关节炎(RA)患者髓磷脂完整性明显降低,特别是在小脑中段和胼胝体的脾部。值得注意的是,无论RA疾病的活跃或非活跃状态如何,这一发现都是一致的,突出了该专利队列中持续的白质改变。知识进展:研究表明,磁化传递比(MTR)成像可以有效地绘制疲劳类风湿性关节炎患者的微结构变化,表明其作为评估这种情况下白质完整性的生物标志物的潜力。虽然它没有建立直接的因果关系,但它为MTR制图在理解疲劳相关性RA患者大脑改变中的作用提供了有价值的见解。
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