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Optimization of diagnostic and interventional procedures 优化诊断和介入程序
Pub Date : 2024-05-17 DOI: 10.55378/rv.48.1.6
Katarina Ružić, Ana Buinac, Mihaela Justić, Ivana Kralik, Ivana Bjelobrk, Dario Faj
S obzirom na značajan porast primjene oslikavanja uporabom rendgenskih uređaja u medicini te još uvijek nedovoljno poznati utjecaj niskih doza ionizirajućeg zračenja i povezanost s pojavnosti karcinoma, optimizacija dijagnostičkih i intervencijskih postupaka koji se provode uporabom rendgenskih uređaja ima važnu ulogu u zaštiti od ionizirajućeg zračenja pri medicinskom ozračenju. Proces optimizacije ne predstavlja samo prilagodbu parametara protokola za oslikavanje, već obuhvaća niz aktivnosti i struka koje su uključene u proces. Liječnik, radiološki tehnolog i medicinski fizičar imaju glavne i nezamjenjive uloge u procesu optimizacije, stoga je bitno da je tema optimizacije uključena u dio njihove osnovne edukacije i daljnjeg usavršavanja. Uspostava programa osiguranja kvalitete neizostavan je korak u optimizaciji s obzirom da sam program propisuje aktivnosti poput kontrole kvalitete, analize odbačenih i nekvalitetnih radioloških slika, bilježenja doza pacijenata, izračuna tipičnih vrijednosti i usporedbu s dijagnostičkim referentnim razinama. U novije doba primjena umjetne inteligencije u procesu optimizacije također ima svoju ulogu. Obuhvaćanje svih koraka procesa optimizacije u konačnici ima za cilj ostvarenje kvalitete slike koja je prikladna za odgovoriti na kliničko pitanje uz minimalno ozračenje pacijenta.
通过优化成像方案和干预措施,可以有效预防癌变。优化过程不仅是对成像方案参数的调整,还包括一系列活动和程序。Liječnik, radiologški technolog i medicinski fizičar imaju hlavní i nezamjenjive uloge u procesu optimizalaci, stoga je bitno da je tema optimizacija uključena u dio ich osnove edukacije i daljnjeg usavršavanja.质量保证计划的培训是优化过程中的必要步骤,因为该计划本身描述了质量控制活动、质量不佳的放射图像分析、患者剂量计算、典型值计算以及诊断参考值的安排。在新时代,人工智能在优化过程中的应用也有其作用。人工智能在医院优化过程中的应用将有助于降低医疗成本。
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引用次数: 0
Pulmonary vein isolation by cryoablation on patients with paroxysmal atrial fibrillation 阵发性心房颤动患者的肺静脉冷冻消融隔离术
Pub Date : 2024-05-17 DOI: 10.55378/rv.48.1.1
Roko Barišić, Boris Barac, Doris Šegota Ritoša, Zvonimir Katić, Maja Karić
Aim: Atrial fibrillation is just one of many arrhythmias that affects the cardiac rhythm and the heart as a pump which consequently increases the chance of an embolic insult. Due to the electric stimuli that originate from pulmonary vein ostia and their lumen, an isolation procedure is initiated, mostly by cryoablation. The main goals of this study were to investigate the relationship between measured nadir temperatures during cryoablation of each individual pulmonary vein and to compare the success of first-time cryoablation between left and right pulmonary veins. Participants and methods: The study involved 40 participants who underwent pulmonary vein isolation by cryoablation due to paroxysmal atrial fibrillation, irrespective of gender and age. The procedures were carried out throughout the year 2022 at the University Hospital Centre Zagreb, where the data were collected. All necessary patient data were permanently recorded and saved in a separate cryoconsole used to dictate the entire procedure. Results: Given the 40 participants in the study, a total of 160 pulmonary veins were analyzed. The t-test shows that the left upper pulmonary vein was the most advantageous vein to isolate, and the lower right pulmonary vein was the least advantageous. p-value analysis has also shown significant differences between left and right pulmonary veins, with that difference being lower in value between the left-sided pulmonary veins. Additionally, the chi-squared test confirmed a statistically significant difference between successful cryoablations of left-sided and right-sided pulmonary veins. This has shown that the left-sided pulmonary veins are easier to isolate on first cryoablation, rather than their right-sided counterparts. Conclusion: Pulmonary vein isolation by cryoablation is an excellent proof of incorporating fundamental physical principles in medicinal purposes. This study keeps the doors open for further research into optimal approaches in atrial fibrillation treatment. Therefore, comparing our study with recent publications and literature suggests higher success in isolating left pulmonary veins compared to right pulmonary veins.
目的:心房颤动只是众多心律失常中的一种,它会影响心律和作为泵的心脏,从而增加栓塞损伤的几率。由于电刺激来自肺静脉孔及其管腔,因此需要启动隔离程序,主要是通过低温消融术。这项研究的主要目的是调查在对每条肺静脉进行低温消融时测量到的最低温度之间的关系,并比较左肺静脉和右肺静脉首次低温消融的成功率。参与者和方法:研究涉及 40 名因阵发性心房颤动而接受肺静脉冷冻消融术隔离的患者,不分性别和年龄。手术于 2022 年全年在萨格勒布大学医院中心进行,数据也在该中心收集。所有必要的患者数据都被永久记录并保存在一个单独的低温控制台中,用于记录整个手术过程。研究结果这项研究共有 40 名参与者,共分析了 160 条肺静脉。t 检验显示,左上肺静脉是最有利于分离的静脉,右下肺静脉则是最不利的静脉。此外,卡方检验证实,左侧肺静脉和右侧肺静脉冷冻消融成功率之间存在显著的统计学差异。这表明,首次冷冻消融时,左侧肺静脉比右侧肺静脉更容易分离。结论通过冷冻消融术分离肺静脉是将基本物理原理用于医疗目的的极佳证明。这项研究为进一步研究治疗心房颤动的最佳方法敞开了大门。因此,将我们的研究与近期发表的文章和文献进行比较后发现,与右侧肺静脉相比,左侧肺静脉的分离成功率更高。
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引用次数: 0
Best Practice in Radiation Oncology — A Workshop to Train RTT Trainers 放射肿瘤学的最佳实践--培训 RTT 培训师的研讨会
Pub Date : 2024-05-17 DOI: 10.55378/rv.48.1.7
Endira Al-Khazae, Vedrana Hertl, Ivan Balentović
U organizaciji Međunarodne Agencije za Atomsku Energiju (International Atomic Energy Agency – IAEA) i Europskog Društva za Radioterapiju i Onkologiju (European SocieTy for Radiotherapy and Oncology – ESTRO) održao se drugi i posljednji dio trogodišnjeg edukacijskog projekta pod nazivom „Best Practice in Radiation Oncology: Train the RTT (Radiation Therapist) Trainers“, u Beču, 20. – 23.11.2023. Prvi dio projekta održan je 2022. godine u Briselu, Belgija, te su svi sudionici preuzeli obavezu sudjelovanja i u drugom dijelu tečaja, u kojem je prisustvovalo 17 sudionika iz Albanije, Azerbajdžana, Bugarske, Gruzije, Kirgistana, Srbije, Uzbekistana te Hrvatske. Učesnici su bili uglavnom radiološki tehnolozi / radioterapijski tehnolozi (RTT), te onkolozi i medicinski fizičari.
国际原子能机构(IAEA)和欧洲放射治疗和肿瘤学会(ESTRO)于20日在贝奇举办了为期三周的教育项目 "放射肿瘤学最佳实践:培训RTT(放射治疗师)培训师 "的第二部分,也是最后一部分。- 该项目的第一部分于 2022 年在比利时布鲁塞尔举行,学生们还参加了第二部分课程,来自阿尔巴尼亚、阿塞拜疆、布哈拉、格鲁吉亚、吉尔吉斯斯坦、塞尔维亚、乌兹别克斯坦和克罗地亚的 17 名学生参加了该课程。这些学员主要是放射技师/放射治疗技师(RTT)、肿瘤学家和医学物理学家。
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引用次数: 0
SECT and DECT coronarography SECT 和 DECT 冠状动脉造影
Pub Date : 2024-05-17 DOI: 10.55378/rv.48.1.2
Tara Stojaković, Krešimir Dolić
Coronary artery disease is an atherosclerotic disease of the coronary arteries with consequent development of ischemic heart disease and is one of the leading causes of death in developed and developing countries. The “golden” standard in the diagnosis of coronary disease is invasive coronarography, but with the development of coronary CT angiography, a sub-millimetre precise assessment of the anatomy of coronary arteries and heart has been made possible. While in the earlier stages, SECT devices were used for the needs of coronary CT angiography with synchronization with the ECG, the development of DECT devices enabled a significant rise in the performance of coronary CT angiography in the form of a better assessment of anatomy and stenoses of the coronary arteries caused by plaque, the possibility of assessing heart perfusion, obtaining an image with a minimal amount of artifacts, a smaller amount of applied iodine contrast agent, better characterization of the atherosclerotic plaque and its components, and all of the above with a lower radiation dose for the patient. While most of the conducted research speaks in favour of DECT devices versus SECT devices, the issue of inadequate utilization of the numerous possibilities of DECT devices in everyday clinical practice remains. The DECT technique can be implemented in several ways, depending on the structure of the DECT device (on the number of radiation sources, the structure/arrangement of detectors, or the use of filters), but the question of which type of DECT technique/device to use depends on the disadvantages and advantages of individual devices as well as on the final goal of diagnostic procedures.
冠状动脉疾病是冠状动脉粥样硬化性疾病,会导致缺血性心脏病,是发达国家和发展中国家的主要死亡原因之一。诊断冠心病的 "黄金 "标准是有创冠状动脉造影术,但随着冠状动脉 CT 血管造影术的发展,亚毫米级精确评估冠状动脉和心脏解剖结构已成为可能。早期的冠状动脉 CT 血管造影术需要使用 SECT 设备,并与心电图同步,而 DECT 设备的开发使冠状动脉 CT 血管造影术的性能显著提高,能更好地评估解剖结构和斑块造成的冠状动脉狭窄、可以评估心脏灌注情况,获得伪影极少的图像,减少碘造影剂的用量,更好地描述动脉粥样硬化斑块及其成分,而且所有这些对病人的辐射剂量都更低。虽然大多数研究都认为 DECT 设备优于 SECT 设备,但在日常临床实践中,DECT 设备的多种可能性仍未得到充分利用。根据 DECT 设备的结构(辐射源的数量、探测器的结构/排列或滤波器的使用),DECT 技术可以通过多种方式实现,但使用哪种类型的 DECT 技术/设备取决于各个设备的优缺点以及诊断程序的最终目标。
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引用次数: 0
Impact of low dose CT radiation 低剂量 CT 辐射的影响
Pub Date : 2024-05-17 DOI: 10.55378/rv.48.1.4
Ivan Ćosić, Krešimir Dolić
With the technological advancements, we have witnessed a proliferation of innovative and beneficial methods in the utilization of CT devices. The contemporary application of low-dose CT (LDCT), both in adults and children, is considered the gold standard due to its wide range of indications. The aim of this study is to delineate the positive and negative impacts that LDCT imposes on the human body. The routine use of LDCT in practice raises numerous questions regarding its harmfulness and influence. Diverse opinions exist within the scientific community regarding the association between LDCT and cancer development; therefore, it is exceptionally important to consider the population involved in the study, the characteristics of the radiation itself, and the various body parts exposed to radiation prior to its application. Despite the considerable number of conducted studies advocating for the use of LDCT, its utilization and the development of potential consequences cannot be completely excluded. That is why one of the necessary prerequisites for the professional use of CT as the method of choice in diagnostics is knowledge and understanding of scientific studies and their results in accordance with the modern development of CT devices. What remains crucial in everyday practice is that the knowledge used is always scientifically based and ultimately — reasonable.
随着技术的进步,在 CT 设备的使用方面,我们看到了大量创新和有益的方法。目前,低剂量 CT(LDCT)在成人和儿童中的应用因其广泛的适应症而被视为黄金标准。本研究的目的是阐明低剂量 CT 对人体的积极和消极影响。在实践中常规使用 LDCT 引发了许多关于其危害和影响的问题。科学界对 LDCT 与癌症发展之间的关系存在不同的观点;因此,考虑研究涉及的人群、辐射本身的特性以及应用 LDCT 之前暴露于辐射的身体各部位尤为重要。尽管有相当多的研究主张使用 LDCT,但不能完全排除使用 LDCT 和产生潜在后果的可能性。因此,专业使用 CT 作为诊断首选方法的必要先决条件之一,是根据 CT 设备的现代发展,了解和理解科学研究及其结果。在日常实践中,最重要的是所使用的知识始终以科学为基础,并最终是合理的。
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引用次数: 0
Failure Mode and Effects Analysis Application in External Beam Radiotherapy 故障模式与效应分析在体外放射治疗中的应用
Pub Date : 2024-05-17 DOI: 10.55378/rv.48.1.3
Vedran Manestar, Anita O'Donovan, Sarah Barrett
Background: Radiotherapy is a medical procedure with potential high risk to harm patients. In order to reduce that risk and create a workflow safe for patients, prospective analysis tools are used. Failure modes and effect analysis (FMEA) is one such tool, used to evaluate potential risks. As FMEA originated from industry, there is a constant effort to adjust FMEA methodology for use in radiotherapy. This has caused a variety of approaches and inhomogeneous practices. Purpose: To investigate the current practice of FMEA in external beam radiotherapy and to propose a more standardised approach. Materials and Methods: The search was performed in PubMed, Ovid and Embase databases, resulting in 312 articles retrieved. Using PRISMA methodology the number of unique articles meeting inclusion and exclusion criteria was reduced to a total of 35, containing 38 analyses. The data on FMEA methodology implemented, scope of analysis, expert team composition, number of failure modes (FM) detected, relative priority number (RPN) threshold, number of FM exceeding the threshold, minimum, maximum and mean RPN, RPN calculation method and risk mitigation strategies were selected as important properties of FMEA. Results: Data retrieved showed large variation in how FMEA is conducted. There is a considerable underreporting of minimum and mean RPN values. Large variations in RPN threshold value selection were also observed. Two different approaches to RPN calculation procedure were reported, and it is unclear what the best practice is. Expert teams were assembled according to the guidelines, but the optimal number of members is unclear. The vast majority of risk mitigation measures were applied directly, without the use of systematic tools. Conclusion: FMEA is a well-established and widely used tool for prospective risk assessment in radiotherapy. As a result of this analysis, recommendations for more standardized approaches were proposed. Possible additional research goals were proposed in order to provide evidence for best practice in some areas of FMEA.
背景:放疗是一种对患者有潜在高伤害风险的医疗程序。为了降低这种风险并为患者创造一个安全的工作流程,需要使用前瞻性分析工具。失效模式和影响分析(FMEA)就是这样一种用于评估潜在风险的工具。由于 FMEA 源于工业领域,因此人们一直在努力调整 FMEA 方法,使其适用于放射治疗。这就造成了方法的多样性和实践的不一致性。目的:调查目前外照射放射治疗中的 FMEA 实践,并提出更标准化的方法。材料与方法:在 PubMed、Ovid 和 Embase 数据库中进行检索,共检索到 312 篇文章。采用 PRISMA 方法,将符合纳入和排除标准的文章数量减少到 35 篇,共包含 38 项分析。FMEA 的重要属性包括:所采用的 FMEA 方法、分析范围、专家团队组成、检测到的故障模式(FM)数量、相对优先级(RPN)阈值、超过阈值的故障模式数量、RPN 的最小值、最大值和平均值、RPN 计算方法和风险缓解策略。结果:检索到的数据显示,在如何进行 FMEA 方面存在很大差异。对最小和平均 RPN 值的报告严重不足。在 RPN 临界值的选择上也存在很大差异。报告了两种不同的 RPN 计算程序,目前尚不清楚最佳做法是什么。专家小组是根据指南组建的,但最佳成员人数尚不清楚。绝大多数风险缓解措施都是直接采用的,没有使用系统工具。结论FMEA 是放疗前瞻性风险评估的一种成熟且广泛使用的工具。通过分析,提出了更多标准化方法的建议。还提出了可能的其他研究目标,以便为 FMEA 某些领域的最佳实践提供证据。
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引用次数: 0
Incidencija planocelularnog karcinoma u pacijenata s karcinomom pluća dijagnosticiranim kompjuteriziranom tomografijom i patohistološki u 2022.godini u KBC-u Rijeka 2022 年 KBC 里耶卡医院通过计算机断层扫描和病理诊断出的肺癌患者中平面细胞癌的发病率
Pub Date : 2023-10-10 DOI: 10.55378/rv.47.2.7
Elizabeta Daus, Ena Mršić, Melita Kukuljan
Cilj: utvrditi histološke tipove raka pluća među bolesnicima kojima je kompujeriziranom tomografijom toraksa i patohistološki dijagnosticiran rak pluća te odrediti prevalenciju planocelularnog karcinoma. Nadalje, utvrditi spolnu i dobnu zastupljenost te udio pušača i nepušača među ispitanicima s dijagnosticiranim planocelularnim karcinom u odnosu na bolesnike oboljele od adenokarcinoma. Metode: ova retrospektivna studija uključuje sve bolesnike kod kojih je u 2022.g. u KBC-u Rijeka, dijagnosticiran rak pluća. Svi podaci potrebni za provođenje ovog istraživanja (dob i spol bolesnika, patohistološki nalaz, dijagnostička metodu pomoću koje je pribavljen materijal za patohistološku analizu te pušački status), dobiveni su pretraživanjem bolničkih baza podataka (IBIS i ISSA). Rezultati: u ovom istraživanju utvrđeno je sveukupno 147 novodijagnosticiranih primarnih karcinoma pluća. Udio bolesnika muškog spola s primarnim karcinoma pluća iznosio je 65,3%, a ženskog 34,7%. Najzastupljeniji histološki tip raka pluća bio je adenokarcinom, potvrđen kod 40,8% bolesnika, a potom planocelularni karcinom, dijagnosticiran kod 22,4% bolesnika. Pripadnika muškog spola među ispitanicima s adenokarcinomom bilo je 63,3%, a među ispitanicima s planocelularnim karcinomom 75,5%. U grupi oboljelih od adenokarcinomom bilo je 80% aktivnih ili bivših pušača cigareta, a među ispitanicima s dijagnosticiranim planocelularnim karcinomom 94 %. Udio pušača kod muškaraca oboljelih od adenokarcinoma iznosio je 92,2%, a kod planocelularnog 92%. U skupini žena oboljelih od adenokarcinoma bilo je 59,1% pušača, a u skupini oboljelih od planocelularnog karcinoma 100%. Zaključci: planocelularni karcinom je drugi po učestalosti u bolesnika kod kojih je u 2022.g. u KBC-u Rijeka dijagnosticiran karcinom pluća nemalih stanica, nakon adenokarcinoma, s udjelom od 22,4%. Među bolesnicima oboljelim od planocelularnog karcinoma znatno veći je bio udio pripadnika muškog spola (75,8% naprema 24,2%), kao i udio pušača (94% naprema 80%) nego u onih oboljelih od adenokarcinoma.
目的:在通过胸部计算机断层扫描和病理组织学诊断出肺癌的疾病中,确认肺癌的组织学类型,并确定扁平细胞癌的发病率。此外,确认确诊为鳞状细胞癌的男性和女性患者与腺癌患者的性别和年龄分布情况。方法:这项回顾性研究包括 2022 年在 KBC Rijeka 诊断出肺癌的所有患者。研究的所有必要数据(患者的年龄和性别、病理结果、获取病理分析材料的诊断方法以及肺部状况)均通过搜索患者数据库(IBIS 和 ISSA)获得。 结果:本研究共纳入 147 例新确诊的肺部原发性癌。男性原发性肺癌患者占 65.3%,女性占 34.7%。最常见的肺癌组织学类型是腺癌,40.8%的患者确诊为腺癌,其次是扁平细胞癌,22.4%的患者确诊为扁平细胞癌。在腺癌男性患者中,63.3%确诊为腺癌,75.5%确诊为鳞癌。在腺癌患者群体中,80%的现吸烟者或曾吸烟者是香烟吸食者,而在确诊为鳞癌的香烟吸食者中,94%是香烟吸食者。 在腺癌患者群体中,92.2%的香烟吸食者是香烟吸食者,而在确诊为鳞癌的香烟吸食者中,92%是香烟吸食者。 乌迪欧香烟吸食者的吸烟率为 92.2%,而鳞癌的吸烟率为 92%。在腺癌妇女组中,59.1%的患者患有癌症,而在鳞状细胞癌妇女组中,100%的患者患有癌症。结论:扁平细胞癌是 2022 年里耶卡 KBC 最常见的第二大疾病,仅次于腺癌,发病率为 22.4%。在扁平细胞癌患者中,男性肢体(75.8% 对 24.2%)和男性肢体(94% 对 80%)的数量明显高于腺癌患者。
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引用次数: 0
Characteristics of the new Photon counting CT detector 新型光子计数CT检测器的特性
Pub Date : 2023-10-10 DOI: 10.55378/rv.47.2.3
Petra Mimica, Tatjana Matijaš
Radiology is one of the fastest growing branches of medicine, and precisely one of the devices that follows this development the fastest is the computerized tomography device. Scientists are most focused on research into improving the parameters of the X-ray tube and detector as the most important parts of this imaging modality. In addition to the detector with energy integration, which is widely used today as part of everyday clinical practice, the subject of research is also a Photon countng detector. The numerous virtues that stand out in the new type of detector are responsible for the general opinion that in the future this new technology will dominate CT devices in clinical practice, improving the acquisition of numerous diagnostic and interventional procedures. It is believed that this technology ushers radiology into a new era precisely with its improved spatial and contrast resolution, noise reduction and increase of contrast to noise ratio, but also with new possibilities such as simultaneous imaging of multiple contrast agents and multi-energy imaging. Improvements in the visibility of iodine contrast agent provide additional diagnostic possibilities and more accurate differentiation of benign and malignant suspected lesions. The significantly smaller pixel size on this detector offers an almost two-fold increase in spatial resolution, and thus an increase in radiation dose efficiency. The use of a detector with a photon counter is therefore also suitable for pediatric patients, and there is also a wide range of low-dose imaging options for the purpose of preventive cancer screening. Processes such as the material decomposition and spectral imaging are still in the research process, but have great potential to optimize future daily clinical practice. More work and published research results are needed, but surely this technology will one day make the work of radiologic technologists and radiologists easier.
放射学是医学发展最快的分支之一,而计算机断层扫描设备正是紧跟这一发展最快的设备之一。科学家们最关注的是研究如何改进x射线管和探测器的参数,这是这种成像方式中最重要的部分。除了作为日常临床实践的一部分广泛使用的能量集成检测器之外,研究的主题也是光子计数检测器。这种新型检测器的众多优点使人们普遍认为,在未来,这种新技术将在临床实践中主导CT设备,改善许多诊断和介入程序的获取。相信这项技术正是以其提高的空间分辨率和对比度分辨率、降噪和提高的比噪比,以及多种造影剂和多能成像等新的可能性,将放射学带入了一个新的时代。碘造影剂可见度的提高提供了更多的诊断可能性和更准确地区分良恶性可疑病变。该探测器上显着较小的像素尺寸提供了几乎两倍的空间分辨率增加,从而增加了辐射剂量效率。因此,使用带有光子计数器的检测器也适用于儿科患者,并且还有广泛的低剂量成像选择,用于预防癌症筛查。材料分解和光谱成像等技术仍在研究过程中,但在优化未来的日常临床实践中具有很大的潜力。我们还需要做更多的工作和发表更多的研究成果,但可以肯定的是,这项技术总有一天会让放射技术专家和放射科医生的工作变得更容易。
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引用次数: 0
Umjetna inteligencija u oslikavanju koljena magnetnom rezonancijom 人工智能在膝关节磁共振成像中的应用
Pub Date : 2023-10-10 DOI: 10.55378/rv.47.2.5
Petra Kujundžić, Tatjana Matijaš
Introduction: Technological progress leads to an increasing use of radiological imaging, and an increase in the number of imaging results in an increased workload for radiologists. The driver of the application of AI in radiology is considered to be the reduction of the workload of radiologists and the need for faster and more accurate diagnosis. Aim: The aim of this paper is to bring the reader closer to the implementation of AI in radiology, especially in the MRI modality, and how deep learning algorithms improve image reconstruction. Discussion: Numerous studies have confirmed the importance of implementing machine learning, a subset of artificial intelligence, in the radiology system. In this review paper, numerous researches on the application of deep learning in magnetic resonance imaging are highlighted, and the emphasis is on models for automatic segmentation. Automatic segmentation has shown excellent results in the early detection of osteoarthritis, then in anterior cruciate ligament and meniscus tears, the most common knee injuries, and more recently, the deep learning model has excelled in automatic bone age estimation. Automatic segmentation has achieved, above all, high accuracy and precision, objectivity and time saving. Conclusion: Previous research has already highlighted the significant advantage of using machine learning in radiology and the exceptional compatibility between the work of radiologists and machine learning, which achieves precise and quick diagnoses. All this is a great incentive for further research, and technological progress will certainly speed up its integration into clinical practice.
技术进步导致放射成像的使用越来越多,而成像数量的增加导致放射科医生工作量的增加。人工智能在放射学中应用的驱动因素被认为是减少放射科医生的工作量,以及对更快、更准确诊断的需求。目的:本文的目的是让读者更接近人工智能在放射学中的实施,特别是在MRI模式中,以及深度学习算法如何改善图像重建。讨论:许多研究已经证实了在放射学系统中实施机器学习(人工智能的一个子集)的重要性。本文综述了大量关于深度学习在磁共振成像中的应用的研究,重点是自动分割模型。自动分割在早期检测骨关节炎,然后是前交叉韧带和半月板撕裂(最常见的膝关节损伤)方面表现出色,最近,深度学习模型在自动骨龄估计方面表现出色。最重要的是,自动分割具有较高的准确性和精密度,客观性和省时性。结论:先前的研究已经强调了在放射学中使用机器学习的显着优势,以及放射科医生与机器学习工作之间的卓越兼容性,可以实现精确和快速的诊断。所有这些都是进一步研究的巨大动力,技术进步必将加速其融入临床实践。
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引用次数: 0
Indication based vs anatomical region based diagnostic reference levels 基于适应症vs基于解剖区域的诊断参考水平
Pub Date : 2023-10-10 DOI: 10.55378/rv.47.2.8
Ivana Kralik, Ivana Bjelobrk, Ana Buinac, Danijel Cvetko, Mihaela Justić, Dajana Meštrić, Jelena Popić, Katarina Ružić, Tajana Turk, Dario Faj
Korištenje dijagnostičkih referentnih razina u svakodnevnoj kliničkoj praksi s ciljem optimizacije postupaka koji se provode rendgenskim uređajima za računalnu tomografiju može predstavljati poseban izazov ako su dane za pojedina anatomska područja. Razlog tome je činjenica da se za oslikavanje istog anatomskog područja mogu koristiti različiti protokoli, ovisno o potrebnoj razini kvalitete radiološke snimke koja je određena kliničkom indikacijom. Usporedba tipičnih vrijednosti dozimetrijskih veličina s takvim dijagnostičkim referentnim razinama može rezultirati pogrešnim poimanjem potrebe za poduzimanjem korektivnih mjera bilo s ciljem smanjenja ozračenja pacijenta bilo s ciljem poboljšanja kvalitete dijagnostičke informacije. Zbog toga je važno uspostaviti i koristiti dijagnostičke referentne razine koje su dane za pojedinu indikaciju što će u ovom radu biti pokazano na nekoliko primjera iz svakodnevne kliničke prakse.
在日常临床实践中使用诊断参考方法,以优化使用计算机断层扫描仪进行的手术,对不同的解剖区域特别有益。其原因在于,根据临床适应症确定的放射图像的必要质量,可以使用不同的方案对同一解剖区域进行成像。在临床上,对同一解剖区域可采用不同的成像方案,这取决于由临床适应症决定的所需的放射图像质量。我们的目标是,在新学校的临床实践中,为学生提供有价值的参考信息。
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Radiološki vjesnik
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