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IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-01 DOI: 10.1016/S1939-8654(25)00326-1
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引用次数: 0
Message from the Editor 编辑留言。
IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2026-01-01 DOI: 10.1016/j.jmir.2025.102173
Amanda Bolderston EdD, MSc, MRT(T), FCAMRT
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引用次数: 0
Current state evaluation of challenges and opportunities in standardized nomenclature and artificial intelligence adoption in Canadian Radiation Oncology Practice 加拿大放射肿瘤学实践中标准化命名和人工智能采用的挑战和机遇的现状评估
IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-27 DOI: 10.1016/j.jmir.2025.102170
Caitlin Gillan , Fariah Humaira Rahman , Erika Brown , Amanda Caissie , Heather Donaldson , Annie Hsu , Michelle Nielsen , Brian Liszewski

Purpose

Variations in the implementation of emerging data nomenclature standards and usage of artificial intelligence (AI) tools in Canadian radiation therapy (RT) centres have not yet been fully characterized. To address this, a current state analysis was conducted to serve as a baseline assessment and to identify gaps and opportunities for harmonized pan-Canadian data practices and the adoption of AI in clinical settings within radiation oncology.

Methods and Materials

A survey was distributed to all Canadian RT centres with the aim to describe the perceived status and characteristics of implementation of standardized nomenclature, usage of AI tools, and relevant gaps and opportunities in this field.

Results

Thirty three of 51 (64.7%) Canadian RT centres responded. Responses characterized variation in standardized nomenclature implementation and usage of AI tools across centres, with some trends between regions. Approximately two-thirds of RT centres were using TG-263 guidance of the American Association of Physicists in Medicine (70.0%, n=23). whereas only a third of centres reported awareness of next steps for O3. The most commonly-reported barriers to data standardization included a lack of resources and forcing functions. Automation and quality improvement were recognized as facilitators, with (81.8%, n=27) are using automation tools to support standardization.

Conclusions

This current state analysis informs and directs future initiatives to improve standardized nomenclature implementation and support informed AI adoption within RT, with the goal of ultimately improving RT quality and safety. Canada is well-positioned to lead data standardization efforts and serve as a case study to potentially provide guidance at an international level to equal partners.
目的加拿大放射治疗(RT)中心在实施新兴数据命名标准和使用人工智能(AI)工具方面的差异尚未得到充分表征。为了解决这个问题,进行了一项现状分析,作为基线评估,并确定了统一的泛加拿大数据实践和在放射肿瘤学临床环境中采用人工智能的差距和机会。方法和材料一项调查被分发到加拿大所有RT中心,目的是描述标准化命名法实施的感知状态和特征,人工智能工具的使用,以及该领域的相关差距和机会。结果51家加拿大RT中心中有33家(64.7%)做出了回应。各中心在标准化命名实施和人工智能工具使用方面存在差异,区域之间也存在一些趋势。大约三分之二的RT中心使用美国医学物理学家协会的TG-263指南(70.0%,n=23)。而只有三分之一的中心报告了对O3的下一步措施的认识。最常见的数据标准化障碍包括缺乏资源和强制功能。自动化和质量改进被认为是促进因素,(81.8%,n=27)使用自动化工具来支持标准化。当前的状态分析为未来的举措提供了信息和指导,以改进标准化的命名实施,并支持在RT中采用知情的AI,最终目标是提高RT的质量和安全性。加拿大完全有能力领导数据标准化工作,并作为一个案例研究,可能在国际一级为平等的伙伴提供指导。
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引用次数: 0
Sexual function and supportive care: Experiences of patients after prostate cancer treatment in a Gauteng oncology centre, South Africa 性功能和支持性护理:南非豪登省肿瘤中心前列腺癌治疗后患者的经验
IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-26 DOI: 10.1016/j.jmir.2025.102171
Nape Matheko Phahlamohlaka , Penelope Engel-Hills , Hesta Friedrich-Nel

Introduction

Sexual dysfunction in patients following radiotherapy for prostate cancer (PCa) is associated with reduced intimacy, relationship strain, and psychosocial challenges. Sexual health support for men treated for PCa remains inconsistent, often overlooked in oncology counselling, and under-researched in South Africa. This study explored the experiences of African men living with sexual function challenges after radiotherapy for PCa and sexual health support provided at a large oncology centre in Gauteng, South Africa.

Methods

Qualitative, exploratory, and descriptive research design were used. Individual face-to-face interviews were conducted with patients who had completed radiotherapy for PCa six months or more before data collection. The data were collected from the oncology department between 1 January 2021 to 30 April 2021. Data saturation was achieved after completing 12 interviews. Interview data were transcribed and analysed thematically. ATLAS.ti 23 software was utilised to organise and manage codes.

Results

Men treated for PCa reported sexual function challenges that negatively affected their masculinity and intimate relationships, while inconsistent sexual-health support, limited communication and sociocultural masculinity norms left many without adequate counselling or follow-up care. Four themes were developed: challenges of living with PCa, psychosocial consequences of losing sexual function, men's sexual health support gaps, and limited sexual health communication.

Conclusion

Men experiencing sexual dysfunction after treatment for PCa often carry the emotional burden of diminished masculinity in silence. Sexual health support at the Gauteng oncology centre appears to lack consistency, and not every member of the multidisciplinary oncology team is involved in facilitating sexual health care.
前列腺癌(PCa)放疗后患者的性功能障碍与亲密关系减少、关系紧张和心理社会挑战有关。治疗前列腺癌的男性的性健康支持仍然不一致,在肿瘤咨询中经常被忽视,在南非研究不足。本研究探讨了南非豪登省一家大型肿瘤中心提供的前列腺癌放疗和性健康支持后,性功能有挑战的非洲男性的经历。方法采用定性、探索性和描述性研究设计。在数据收集前6个月或更长时间完成前列腺癌放疗的患者进行了单独的面对面访谈。数据于2021年1月1日至2021年4月30日期间从肿瘤科收集。完成12次访谈后达到数据饱和。访谈数据被转录并按主题进行分析。阿特拉斯。采用Ti 23软件对代码进行整理和管理。结果接受前列腺癌治疗的男性报告了性功能障碍,这对他们的男性气质和亲密关系产生了负面影响,而不一致的性健康支持,有限的沟通和社会文化男性规范使许多人没有足够的咨询或后续护理。研究提出了四个主题:前列腺癌患者的生活挑战、丧失性功能的社会心理后果、男性性健康支持差距以及有限的性健康交流。结论前列腺癌治疗后出现性功能障碍的男性往往默默地背负着男性气概下降的情绪负担。豪登省肿瘤学中心的性健康支持似乎缺乏一致性,而且多学科肿瘤学小组的每个成员都参与促进性健康保健。
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引用次数: 0
Job rotation among Moroccan radiographers: A qualitative study 摩洛哥放射技师的工作轮换:一项定性研究。
IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-14 DOI: 10.1016/j.jmir.2025.102168
Maroine Tahiri , Mina Azeddou , Mounir Benmessaoud , Mounir Mkimel , Hassan khajmi

Introduction

Job rotation is a common strategy in radiologic departments, yet its perceived benefits and drawbacks remain underexplored, particularly among Moroccan radiographers. This study aims to investigate perceptions of job rotation and its impact on motivation, stress, competencies, productivity, and occupational risks.

Methods

A qualitative exploratory study was conducted using semi-structured interviews with radiographer working in public hospitals. Interviews were transcribed verbatim and analyzed using thematic analysis to identify recurring patterns and key insights.

Results

Six major themes emerged: (1) Workstation Rotation Organization, which revealed flexibility and staff input in rotation planning; (2) Motivation, where most reported enhanced engagement; (3) Stress, with rotation seen as a strategy to reduce stress through task variety; (4) Risk, where job rotation was generally viewed as redistributing occupational risks; (5) Competencies, highlighting broader skill development but mixed views on specialization; and (6) Productivity, showing varied opinions about its impact on efficiency.

Conclusion

Radiographer value job rotation for improving adaptability, motivation, and reducing stress. However, concerns persist regarding its impact on technical mastery and risk adaptation. Effective rotation policies should incorporate staff input, ensure equitable distribution, and consider the balance between skill generalization and specialization.
导读:轮岗是放射科的一种常见策略,但其利弊仍未得到充分探讨,特别是在摩洛哥的放射技师中。本研究旨在探讨工作轮换的认知及其对动机、压力、胜任力、生产力和职业风险的影响。方法:采用半结构化访谈法对公立医院放射技师进行定性探索性研究。采访被逐字记录下来,并使用主题分析来分析,以确定反复出现的模式和关键见解。结果:主要有六个主题:(1)工作站轮岗组织,体现轮岗计划的灵活性和人员投入;(2)激励:大多数人报告说,激励提高了用户粘性;(3)压力,轮换被视为一种通过任务多样性来减少压力的策略;(4)风险,轮岗通常被视为职业风险的再分配;(5)胜任力,强调更广泛的技能发展,但对专业化的看法不一;(6)生产率,对其对效率的影响有不同的看法。结论:放射科医师重视轮岗以提高适应能力、积极性和减轻压力。然而,关于它对技术掌握和风险适应的影响的关注仍然存在。有效的轮调政策应包括工作人员的投入,确保公平分配,并考虑到技能通用化和专业化之间的平衡。
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引用次数: 0
Development of immersive radiotherapy clinical learning experience prototype (IRCLEP) 沉浸式放疗临床学习体验原型(IRCLEP)的研制
IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-13 DOI: 10.1016/j.jmir.2025.102167
Nur Najihah Binti Hamzaini , Gunalan A.L. Ramachandran , Tavaneethan A.L. Mogan , Nur Liyana Shuib , Abdul Khaliq Mohd Saparudin , Nur Khalis Sukiman , Noraini Ahmad Wahid , Saiful Izzuan Hussin , Nor Aniza Azmi
<div><h3>Introduction</h3><div>The COVID-19 pandemic has significantly disrupted clinical education for healthcare students, particularly in radiotherapy fields where hands-on learning is crucial. Limited access to clinical placement led to graduates lacking sufficient clinical exposure, potentially affecting their competence and confidence in practice. To address this gap, the Immersive Radiotherapy Clinical Learning Experience Prototype (IRCLEP) was developed as a gamified 3D learning application to enhance pre-clinical training. The prototype’s content aligns with the intended learning outcomes of the Radiation Treatment Planning (RTP) course. It focuses on two key radiotherapy procedures: patient positioning and immobilisation device placement.</div></div><div><h3>Methods</h3><div>This study involved designing a simulated radiotherapy clinical environment using tools such as Blender, Shapr3D, Unity, and Visual Studio. The prototype features interactive clinical scenarios across head and neck, thoracic, and pelvic cancer cases, allowing users to engage in virtual treatment planning, equipment handling, and communication with AI-powered non-playable characters (NPCs). IRCLEP’s effectiveness was evaluated through beta testing with students, lecturers, and clinicians from the Diagnostic Imaging and Radiotherapy (PDR) programme at Universiti Kebangsaan Malaysia (UKM). Participants interacted with the VR-based simulation and completed an online survey assessing engagement and satisfaction after using the VR-based simulation.</div></div><div><h3>Results</h3><div>Results showed that about 77% of survey items achieved a mean score above 4 (on a 5-point Likert scale), indicating positive perceptions of both knowledge, engagement and satisfaction.</div></div><div><h3>Conclusion</h3><div>These findings suggest that IRCLEP offers an interactive and engaging alternative to traditional clinical training, offering opportunities to strengthen practical skills and improve student readiness for real-world radiotherapy practice. Future work should focus on empirical testing with a larger student cohort and explore VR integration to enhance immersion and authenticity.</div></div><div><h3>Introduction</h3><div>La pandémie de COVID-19 a considérablement perturbé la formation clinique des étudiants en soins de santé, en particulier dans le domaine de la radiothérapie où l'apprentissage pratique est essentiel. L'accès limité aux stages cliniques a conduit les diplômés à manquer d'expérience clinique, ce qui pourrait affecter leurs compétences et leur confiance dans la pratique. Pour combler cette lacune, le prototype d'expérience d'apprentissage clinique immersif en radiothérapie (IRCLEP) a été développé sous la forme d'une application d'apprentissage 3D ludique afin d'améliorer la formation préclinique. Le contenu du prototype correspond aux résultats d'apprentissage visés par le cours de planification des traitements de radiothérapie. Il se concentre sur deux procé
2019冠状病毒病大流行严重扰乱了卫生保健专业学生的临床教育,特别是在实践学习至关重要的放射治疗领域。有限的临床实习机会导致毕业生缺乏足够的临床接触,潜在地影响他们在实践中的能力和信心。为了解决这一差距,开发了沉浸式放疗临床学习体验原型(IRCLEP)作为游戏化的3D学习应用程序,以加强临床前培训。原型的内容与放射治疗计划(RTP)课程的预期学习成果一致。它侧重于两个关键的放疗程序:患者定位和固定装置放置。方法采用Blender、Shapr3D、Unity、Visual Studio等软件设计模拟放疗临床环境。该原型具有头颈癌、胸癌和盆腔癌病例的交互式临床场景,允许用户参与虚拟治疗计划、设备处理以及与ai驱动的非可玩角色(npc)交流。IRCLEP的有效性是通过对马来西亚国民大学(UKM)诊断成像和放疗(PDR)项目的学生、讲师和临床医生进行beta测试来评估的。参与者与基于虚拟现实的模拟进行互动,并完成一份在线调查,评估使用基于虚拟现实的模拟后的参与度和满意度。结果显示,约77%的调查项目达到了4分以上的平均得分(在5分李克特量表上),表明对知识,参与和满意度的积极看法。这些发现表明,IRCLEP为传统的临床培训提供了一个互动和引人入胜的替代方案,为学生提供了加强实践技能和提高实际放疗实践准备的机会。未来的工作应侧重于在更大的学生群体中进行实证测试,并探索VR集成以增强沉浸感和真实性。导论新冠状病毒病(COVID-19)的遗传变异是一种相当大的遗传变异,形成了遗传变异后的遗传变异,特别是遗传变异后的遗传变异,遗传变异后的遗传变异。有限阶段的临床试验和经验阶段的临床试验和经验阶段的临床试验和经验阶段的临床试验和经验阶段的临床试验和经验阶段的临床试验。在此基础上,将原型机的经验与学徒的临床经验结合在一起,并将其应用于模拟的应用中,将原型机的经验与学徒的临床经验结合在一起,将原型机的经验与学徒的临床经验结合起来。Le contu du prototype对应于aux疡疡的疡疡疡疡疡疡疡疡疡疡疡疡疡疡疡疡疡疡疡疡。Il se concentre sur deux procedures:病人的位置和固定装置的位置。在环境模拟模拟中,msamdodolgietetetacemode是一种一致的概念,它使用了Blender, Shapr3D, Unity和Visual Studio。该原型提出了系统的主要功能:系统的交互作用、系统的交互作用、系统的交互作用、系统的交互作用、系统的交互作用、系统的交互作用、系统的交互作用、系统的交互作用、系统的交互作用、系统的交互作用、系统的交互作用、系统的交互作用、系统的交互作用、系统的交互作用。马来西亚Kebangsaan大学(UKM)的有效性研究报告(L' effacacitise . L' irclep . 1)、 )、 )、医学研究报告(PDR)、影像诊断和放射学研究项目(PDR)。没有参与者参与到模拟模拟中,也没有参与者参与到问卷调查中,也没有参与者参与到问卷调查中,也没有参与者参与到问卷调查中,也没有参与者参与到问卷调查中,也没有参与者参与到问卷调查中。瞿ResultatsLes结果安大略省的装饰音管'environ 77% des du问卷项目位于安大略省obtenu平均值为师范学院的一个注意4(一个中阶梯光栅de李克特5点),ce indique一知觉正如此更在术语de connaissances, d 'engagement et de满意度。结论:在传统的临床试验中,采用传统的临床试验与传统的临床试验相比,采用传统的临床试验与传统的临床试验相比,采用传统的临床试验与传统的临床试验相比,采用传统的临床试验与传统的临床试验相比,采用传统的临床试验与传统的临床试验相比,采用传统的临床试验与传统的临床试验相比,采用传统的临床试验与传统的临床试验相比,采用传统的临床试验与传统的临床试验相比,采用传统的临床试验与传统的临床试验相比,采用传统的临床试验与传统的临床试验相比,采用传统的临床试验与传统的临床试验相比,采用传统的临床试验与传统的临床试验相比,采用了传统的临床试验。“前链变换”、“浓缩”、“测试”、“经验”、“混合”、“混合”、“混合”、“虚拟”、“混合”、“浸入”、“真实”。
{"title":"Development of immersive radiotherapy clinical learning experience prototype (IRCLEP)","authors":"Nur Najihah Binti Hamzaini ,&nbsp;Gunalan A.L. Ramachandran ,&nbsp;Tavaneethan A.L. Mogan ,&nbsp;Nur Liyana Shuib ,&nbsp;Abdul Khaliq Mohd Saparudin ,&nbsp;Nur Khalis Sukiman ,&nbsp;Noraini Ahmad Wahid ,&nbsp;Saiful Izzuan Hussin ,&nbsp;Nor Aniza Azmi","doi":"10.1016/j.jmir.2025.102167","DOIUrl":"10.1016/j.jmir.2025.102167","url":null,"abstract":"&lt;div&gt;&lt;h3&gt;Introduction&lt;/h3&gt;&lt;div&gt;The COVID-19 pandemic has significantly disrupted clinical education for healthcare students, particularly in radiotherapy fields where hands-on learning is crucial. Limited access to clinical placement led to graduates lacking sufficient clinical exposure, potentially affecting their competence and confidence in practice. To address this gap, the Immersive Radiotherapy Clinical Learning Experience Prototype (IRCLEP) was developed as a gamified 3D learning application to enhance pre-clinical training. The prototype’s content aligns with the intended learning outcomes of the Radiation Treatment Planning (RTP) course. It focuses on two key radiotherapy procedures: patient positioning and immobilisation device placement.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Methods&lt;/h3&gt;&lt;div&gt;This study involved designing a simulated radiotherapy clinical environment using tools such as Blender, Shapr3D, Unity, and Visual Studio. The prototype features interactive clinical scenarios across head and neck, thoracic, and pelvic cancer cases, allowing users to engage in virtual treatment planning, equipment handling, and communication with AI-powered non-playable characters (NPCs). IRCLEP’s effectiveness was evaluated through beta testing with students, lecturers, and clinicians from the Diagnostic Imaging and Radiotherapy (PDR) programme at Universiti Kebangsaan Malaysia (UKM). Participants interacted with the VR-based simulation and completed an online survey assessing engagement and satisfaction after using the VR-based simulation.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Results&lt;/h3&gt;&lt;div&gt;Results showed that about 77% of survey items achieved a mean score above 4 (on a 5-point Likert scale), indicating positive perceptions of both knowledge, engagement and satisfaction.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Conclusion&lt;/h3&gt;&lt;div&gt;These findings suggest that IRCLEP offers an interactive and engaging alternative to traditional clinical training, offering opportunities to strengthen practical skills and improve student readiness for real-world radiotherapy practice. Future work should focus on empirical testing with a larger student cohort and explore VR integration to enhance immersion and authenticity.&lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;h3&gt;Introduction&lt;/h3&gt;&lt;div&gt;La pandémie de COVID-19 a considérablement perturbé la formation clinique des étudiants en soins de santé, en particulier dans le domaine de la radiothérapie où l'apprentissage pratique est essentiel. L'accès limité aux stages cliniques a conduit les diplômés à manquer d'expérience clinique, ce qui pourrait affecter leurs compétences et leur confiance dans la pratique. Pour combler cette lacune, le prototype d'expérience d'apprentissage clinique immersif en radiothérapie (IRCLEP) a été développé sous la forme d'une application d'apprentissage 3D ludique afin d'améliorer la formation préclinique. Le contenu du prototype correspond aux résultats d'apprentissage visés par le cours de planification des traitements de radiothérapie. Il se concentre sur deux procé","PeriodicalId":46420,"journal":{"name":"Journal of Medical Imaging and Radiation Sciences","volume":"57 2","pages":"Article 102167"},"PeriodicalIF":2.0,"publicationDate":"2025-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145737721","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Building research culture in clinical practice: Experience from clinical practice – A hospital experience 在临床实践中构建研究文化:来自临床实践的经验-一个医院的经验。
IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-13 DOI: 10.1016/j.jmir.2025.102165
Malene Roland Vils Pedersen

Introduction

Research in radiography has typically been performed in traditional educational teaching facilities, but in Denmark, there has been a focus on promoting research in clinical practice. Radiography research projects in clinical practice can have a huge impact on the radiography profession, including patient care, image quality and diagnostics. In Nordic countries, students obtain a bachelor’s degree in Radiography, and it can be a challenge to continue the educational pathway for a Master of Science degree. With this paper, we would like to focus on the importance of providing all the radiography workforce opportunities to enter the career path of research. This paper aims to provide a framework and inspiration for clinical staff to start providing research opportunities for radiographers working in clinical practice without a master’s degree.

Methods

Four clinical radiographers (bachelor’s degree level) without prior experience in research projects participated in a one-year research trainee opportunity. Individual learning progress was monitored with milestones relevant to the research project. Regular supervision throughout the project period was mandatory and provided by the head of research. The training program offered one day per week working with research projects and the remaining four days working regular hours in clinical practice.

Results

A total of four clinical radiographers completed a one-year research training program. Two have continued working with research projects, and one has started obtaining a master’s of science degree.

Conclusion

Integrating research training in clinical practice strengthens the radiography profession, and expanding academic pathways supports research careers. Strong management engagement is essential to establishing a research culture within the clinical department. Building a research culture is resource-intensive, but it can be a way to start promoting the profession.
导读:放射学研究通常是在传统的教育教学设施中进行的,但在丹麦,重点是促进临床实践中的研究。临床实践中的放射学研究项目可以对放射学专业产生巨大影响,包括患者护理,图像质量和诊断。在北欧国家,学生获得放射学学士学位,继续攻读理学硕士学位可能是一个挑战。通过这篇论文,我们想把重点放在为所有放射学工作者提供进入研究职业道路的机会的重要性上。本文旨在为临床工作人员提供一个框架和灵感,开始为没有硕士学位的放射技师在临床实践中提供研究机会。方法:4名无研究项目经验的临床放射技师(本科学历)参加为期一年的研究实习机会。通过与研究项目相关的里程碑来监测个人的学习进度。整个项目期间的定期监督是强制性的,并由研究主管提供。该培训计划每周提供一天的研究项目工作,其余四天在临床实践中正常工作。结果:共有4名临床放射技师完成了为期一年的研究培训计划。两人继续从事研究项目,一人已开始攻读理学硕士学位。结论:将研究培训与临床实践相结合,加强了放射学专业,扩大了学术途径,支持了研究职业。强有力的管理参与对于在临床部门建立研究文化至关重要。建立一种研究文化是资源密集型的,但它可以成为促进这一职业发展的一种方式。
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引用次数: 0
Use of ultrasound elastography for the diagnosis of prostate cancer: A systematic review 超声弹性成像在前列腺癌诊断中的应用:系统综述
IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-12 DOI: 10.1016/j.jmir.2025.102166
Muhammad Farrukh Asif , Syed Muhammad Yousaf Farooq , Syed Amir Gilani , Saima Bilal , Muhammad Moazzam , Yasmeen Niazi

Background/Objectives

Ultrasound elastography (USE) has emerged as a promising non-invasive tool for prostate cancer (PCa) detection. This systematic review evaluates the diagnostic accuracy of USE techniques, including shear-wave elastography (SWE) and strain elastography (SE), in detecting PCa.

Methods

Following PRISMA guidelines, we conducted a comprehensive literature search across PubMed, Google Scholar, Science Direct, and Web of Science (2015–2025). Studies assessing USE diagnostic performance with histopathological confirmation (biopsy/prostatectomy) were included. Data on sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were extracted. Quality assessment was performed using QUADAS-2.

Results

Among 18 studies, SWE demonstrated sensitivities of 58 %–96.8 % and specificities of 67.8 %–98 %, while SE showed 74.2 %–100 % sensitivity and 73.7 %–93.8 % specificity. Optimal stiffness cutoffs varied (41.0–82.6 kPa for SWE; strain ratio 1.9–5.5 for SE). Multiparametric approaches combining USE with MRI or targeted biopsy improved diagnostic accuracy (e.g., sensitivity 90.1 %, specificity 80.6 % for transrectal real-time elastography). USE correlated with Gleason scores, aiding in risk stratification.

Conclusions

USE exhibits strong diagnostic performance for PCa, particularly when integrated with multiparametric imaging. Standardization of protocols and further validation in large cohorts are needed to optimize clinical adoption.
背景/目的超声弹性成像(USE)已成为前列腺癌(PCa)检测的一种有前途的非侵入性工具。本系统综述评估了USE技术的诊断准确性,包括剪切波弹性成像(SWE)和应变弹性成像(SE),在检测PCa。方法遵循PRISMA指南,我们在PubMed、b谷歌Scholar、Science Direct和Web of Science(2015-2025)上进行了全面的文献检索。纳入了通过组织病理学确认(活检/前列腺切除术)评估USE诊断性能的研究。提取敏感性、特异性、阳性预测值(PPV)和阴性预测值(NPV)的数据。采用QUADAS-2进行质量评价。结果18项研究中,SWE的敏感性为58% ~ 96.8%,特异性为67.8% ~ 98%;SE的敏感性为74.2% ~ 100%,特异性为73.7% ~ 93.8%。最佳刚度截止值各不相同(SWE为41.0 ~ 82.6 kPa, SE为1.9 ~ 5.5)。多参数方法结合USE与MRI或靶向活检提高了诊断准确性(例如,经直肠实时弹性成像的灵敏度为90.1%,特异性为80.6%)。USE与Gleason评分相关,有助于风险分层。结论suse对前列腺癌具有很强的诊断性能,特别是与多参数成像相结合时。为了优化临床应用,需要标准化的方案和进一步的大规模队列验证。
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引用次数: 0
The role of AI in optimizing CMR image quality: A scoping review 人工智能在优化CMR图像质量中的作用:范围综述。
IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-08 DOI: 10.1016/j.jmir.2025.102135
Daniele Silipo , Julien Greggio , Christina Malamateniou

Background

Cardiovascular magnetic resonance (CMR) imaging is a powerful tool for assessing cardiac anatomy and function but remains limited by average image quality due to artefacts and long acquisition times, and complex and often too long breath-holds. Deep learning methods have recently been applied and show potential to shorten scan times by 70–80 % while improving image quality, enhancing clinical efficiency. The aim of this study is to summarise the different AI-enabled methods for improving CMR image quality, including scanning time, as a key determinant for artefact reduction.

Methods

A scoping review was conducted according to PRISMA guidelines. The articles were screened and reviewed by two researchers. A qualitative thematic synthesis was conducted and a CASP-mediated risk of bias assessment was performed.

Results

The eligible articles were thirty-one. These articles were thematically categorised in four subgroups, based on emerging themes: scan acceleration, artefact detection, artefact reduction, image reconstruction. A table with significant results for each theme has been presented and results were discussed qualitatively.

Discussion

AI demonstrated consistent improvements across the four subgroups. For scan acceleration, deep learning achieved approximately a 70–80 % reduction in scan duration maintaining or even improving image quality. For artefact detection, convolutional neural networks achieved on average a 90 % accuracy in detecting artefacts, across multiple metrics, indicating reliable artefact identification and strong agreement with human experts. AI models effectively reduce artefacts and enhance image quality, achieving consistently better reconstruction accuracy, sharper edges, and faster processing compared to conventional methods. Finally, for image reconstruction, generative adversarial networks enhanced structural similarity by approximately 56 % (SSIM 0.591 → 0.925). Together, these results illustrate the potential of AI to optimise CMR image quality.

Conclusion

AI can be an effective tool in addressing many of the CMR imaging challenges and thus improving image quality.
背景:心血管磁共振(CMR)成像是评估心脏解剖和功能的有力工具,但由于伪影和较长的采集时间,以及复杂且经常过长的屏气,平均图像质量仍然受到限制。深度学习方法最近得到了应用,并显示出将扫描时间缩短70- 80%的潜力,同时改善图像质量,提高临床效率。本研究的目的是总结不同的人工智能方法,以提高CMR图像质量,包括扫描时间,作为减少伪影的关键决定因素。方法:根据PRISMA指南进行范围审查。这些文章由两位研究人员进行了筛选和审查。进行了定性专题综合,并进行了casp介导的偏倚风险评估。结果:符合条件的文献31篇。这些文章在主题上分为四个子组,基于新兴的主题:扫描加速,伪影检测,伪影减少,图像重建。对每个主题提出了一个具有重要结果的表格,并对结果进行了定性讨论。讨论:人工智能在四个小组中表现出一致的改进。对于扫描加速,深度学习在扫描持续时间上减少了大约70- 80%,保持甚至提高了图像质量。对于伪迹检测,卷积神经网络在检测伪迹方面平均达到90%的准确率,跨越多个指标,表明可靠的伪迹识别和与人类专家的强烈一致。与传统方法相比,人工智能模型有效地减少了伪影,提高了图像质量,实现了更好的重建精度,更清晰的边缘和更快的处理。最后,对于图像重建,生成对抗网络将结构相似性提高了约56% (SSIM 0.591→0.925)。总之,这些结果说明了人工智能优化CMR图像质量的潜力。结论:人工智能可以成为解决许多CMR成像挑战的有效工具,从而提高图像质量。
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引用次数: 0
Can daily online imaging be avoided in head and neck cancer patients treated with Halcyon E: A retrospective analysis of a large number of daily imaging-based corrections 在接受Halcyon E治疗的头颈癌患者中,是否可以避免每日在线成像:一项对大量每日影像学校正的回顾性分析
IF 2 Q3 RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING Pub Date : 2025-12-01 DOI: 10.1016/j.jmir.2025.102162
Animesh Saha , Mani Tirthankar Das, Ajoy Banik, Saubhik Ghosh, Prakash Das, Sujata Sarkar

Introductions

Integrated daily online image guidance is the default practice in Halcyon E; which costs extra time and additional imaging dose. This retrospective study aimed to evaluate the feasibility of less than daily imaging with off-line no action level (NAL) correction protocol in head and neck cancer patients.

Materials and methods

Set-up data of 2969 fractions of 100 head and neck cancer patients were analysed. Using summary data, we calculated the systematic error (∑), random error (δ), PTV margin separately for each of the three axes, as well as the error vector. We then simulated two NAL offline correction protocol where set-up errors of the first three (protocol Fraction-3) or five fractions (protocol Fraction-5) were averaged and implemented for the remaining fractions. The residual errors in each axis for these fractions were determined together with the residual ∑ and δ. PTV margins using the van Herk formula (PTV= 2.5∑ + 0.7δ) were generated based on the uncorrected errors as well as for the residual errors after NAL-based Fraction-3 and Fraction-5 protocols. For each protocol, we tabulated the number of fractions where the residual errors were more than 5 mm. We also assessed whether errors tended to differ based on intent of treatment and anatomical subsite.

Results

In our study, uncorrected set-up errors resulted in systematic and random errors of ∑x,y,z of 1.6. 1.6 and 1.7 mm and σx,y,z of 1.6, 1.7 and 1.7 mm with a required PTV margin in x,y,z axes of 5.1, 5.2 and 5.4 mm. Therefore, without image guidance and correction, 5 mm margins would not be adequate. Protocol Fraction-3 resulted in a significant reduction in the residual systematic error to ∑x,y,z of 1.0, 1.2 and 1.3 mm, whereas random errors remained unchanged. Protocol fraction -5 resulted in a further small improvement in systematic errors to ∑x,y,z of 0.9, 0.8, 1.1 mm. PTV margin was within 5mm in both protocol and proportion of fraction with >5mm residual shift was small. PTV margin for Fraction-3 protocol was >5 mm for Larynx-Hypopharynx subsite but within 5 mm for other subgroups.

Conclusion

NAL offline imaging implementing average shifts of first five fraction seems possible in this retrospective study. This resource sparing IGRT protocol may result in a significant reduction in time and imaging dose. Patients with larynx/hypopharynx subsites and those treated with Radical intent may require more careful evaluation and daily online matching.
每日综合在线图像引导是Halcyon E的默认做法;这需要额外的时间和额外的成像剂量。本回顾性研究旨在评估在头颈癌患者中采用每日少于每日的影像与离线无动作水平(NAL)校正方案的可行性。材料与方法对100例头颈癌患者的2969份组织资料进行分析。利用汇总数据,我们分别计算了三个轴的系统误差(∑)、随机误差(δ)、PTV边际以及误差向量。然后,我们模拟了两个NAL离线校正协议,其中前三个(协议分数-3)或五个分数(协议分数-5)的设置错误被平均并为其余分数实现。各轴的残差与残差∑和δ一起测定。使用van Herk公式(PTV= 2.5∑+ 0.7δ)的PTV边际是基于未校正误差以及基于nal的Fraction-3和Fraction-5协议后的残余误差生成的。对于每个方案,我们将残余误差大于5毫米的分数数量制成表格。我们还评估了错误是否倾向于根据治疗意图和解剖部位而有所不同。结果在我们的研究中,未校正的设置误差导致∑x,y,z的系统和随机误差为1.6。σx、y、z为1.6、1.7和1.7 mm,要求PTV余量在x、y、z轴上分别为5.1、5.2和5.4 mm。因此,如果没有图像引导和校正,5毫米的边距是不够的。方案部分-3导致剩余系统误差显著降低,∑x,y,z分别为1.0,1.2和1.3 mm,而随机误差保持不变。方案分数-5导致系统误差进一步小幅改善,∑x,y,z分别为0.9,0.8,1.1 mm。两种方案的PTV余量均在5mm以内,残余偏移为>;5mm的分数所占比例较小。part -3方案的PTV边缘在喉-下咽亚区为5毫米,而在其他亚组为5毫米。结论:在这项回顾性研究中,实现前五段平均移位的nal离线成像似乎是可行的。这种节约资源的IGRT方案可以显著减少时间和成像剂量。喉部/下咽亚位患者和接受根治性治疗的患者可能需要更仔细的评估和每日在线匹配。
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引用次数: 0
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Journal of Medical Imaging and Radiation Sciences
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