Polish journal of radiology最新文献

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Advancing radiology education for medical students: leveraging digital tools and resources. 推进医科学生的放射学教育:利用数字工具和资源。
Polish journal of radiology Pub Date : 2024-10-22 eCollection Date: 2024-01-01 DOI: 10.5114/pjr/193518
Thomas Stirrat, Robert Martin, Muhammad Umair, Joseph Waller
{"title":"Advancing radiology education for medical students: leveraging digital tools and resources.","authors":"Thomas Stirrat, Robert Martin, Muhammad Umair, Joseph Waller","doi":"10.5114/pjr/193518","DOIUrl":"10.5114/pjr/193518","url":null,"abstract":"<p><p>This study evaluates diverse educational resources to address the gaps in diagnostic radiology education for medical students, aiming to identify tools that enhance theoretical knowledge and practical diagnostic skills. Employing a multi-faceted review, we analyzed digital platforms, academic databases, and social media for resources beneficial to medical students in radiology, assessing their accessibility, content quality, and educational value. Our investigation uncovered a broad spectrum of resources, from foundational platforms to advanced simulation tools, varying in their approach to teaching radiology. Traditional resources provide essential theoretical knowledge, while digital tools, including interactive case studies and multimedia content, offer immersive learning experiences. Notably, resources integrating machine learning and social media facilitate dynamic, peer-to-peer learning and up-to-date case discussions. Despite the minimal current focus on VR, its role in enhancing interactive learning is notable. The diversity in educational tools highlights the evolving nature of radiology education, reflecting a shift towards more engaging and practical learning methodologies. Identifying and integrating a variety of educational resources into radiology education can significantly enhance learning outcomes for medical students, preparing them for the complexities of modern diagnostic radiology with a well-rounded educational approach.</p>","PeriodicalId":94174,"journal":{"name":"Polish journal of radiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11538907/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142592344","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of ultrasound-guided intranodal lymphangiography in the diagnosis and treatment of chylous ascites after abdominal surgery. 超声引导下结节内淋巴管造影在诊断和治疗腹部手术后乳糜腹水中的应用。
Polish journal of radiology Pub Date : 2024-10-18 eCollection Date: 2024-01-01 DOI: 10.5114/pjr/193577
Juncheng Wan, Wen Zhang, Caihong Yu, Changyu Li, Yongjie Zhou, Wei Zhang, Zhuoyang Fan, Chaoqiao Jin, Xudong Qu
{"title":"Application of ultrasound-guided intranodal lymphangiography in the diagnosis and treatment of chylous ascites after abdominal surgery.","authors":"Juncheng Wan, Wen Zhang, Caihong Yu, Changyu Li, Yongjie Zhou, Wei Zhang, Zhuoyang Fan, Chaoqiao Jin, Xudong Qu","doi":"10.5114/pjr/193577","DOIUrl":"10.5114/pjr/193577","url":null,"abstract":"<p><strong>Purpose: </strong>Chylous leakage is a serious and challenging postoperative complication. The purpose of this study was to explore the application of ultrasound-guided intranodal lymphangiography in the diagnosis and treatment of chylous ascites following abdominal surgery.</p><p><strong>Material and methods: </strong>Ten patients with chylous ascites after abdominal surgery after ineffective conservative treatment such as low-fat diet, parenteral nutrition, and negative pressure drainage were included in this single-center retrospective study. Of these 10 patients, 9 developed chylous ascites after liver surgery, and 1 after a radical gastrectomy.</p><p><strong>Results: </strong>Lymphangiography was successfully performed in all 10 patients. The average dosage of lipiodol used was 4.5 ml (range 3.5-7.0 ml). No procedure-related complications were observed after excluding unrelated factors. During lymphangiography, lipiodol leakage was directly observed in 3 cases, and in the other 5 cases, it was detected through abdominal computed tomography post-lymphangiography. Chylous ascites resolved solely through lymphangiography in 6 patients without requiring additional surgical intervention.</p><p><strong>Conclusions: </strong>Lymphangiography may help identify leakage sites in patients with chylous ascites unresponsive to conservative treatment and could potentially be effective in treating chylous ascites following abdominal surgery.</p>","PeriodicalId":94174,"journal":{"name":"Polish journal of radiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11538909/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142592513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Medication-induced changes on magnetic resonance imaging of the brain. 药物引起的脑磁共振成像变化。
Polish journal of radiology Pub Date : 2024-10-15 eCollection Date: 2024-01-01 DOI: 10.5114/pjr/192463
Monika Bekiesinska-Figatowska, Barbara Bobek-Billewicz
{"title":"Medication-induced changes on magnetic resonance imaging of the brain.","authors":"Monika Bekiesinska-Figatowska, Barbara Bobek-Billewicz","doi":"10.5114/pjr/192463","DOIUrl":"10.5114/pjr/192463","url":null,"abstract":"<p><p>In this review the authors focus on abnormal brain magnetic resonance imaging caused by drugs given to patients in any age group for any disease. The review includes viral infections with fever in children/infections in general, epilepsy, psychiatric diseases, multiple sclerosis, neoplasms, bone marrow/organ transplantations, total parenteral nutrition, vaccinations, oral contraceptives and other prothrombotic drugs, and gadolinium deposition. Knowledge of patients' diseases and medications they receive is crucial to establish the correct diagnosis. The absence of these data in a referral for a brain MRI scan can result in completely wrong suspicions and unleash unnecessary, complicated, time-consuming and expensive diagnostics, causing additional stress in patients and their guardians.</p>","PeriodicalId":94174,"journal":{"name":"Polish journal of radiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11538910/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142592347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The peritumoral brain zone in glioblastoma: a review of the pretreatment approach. 胶质母细胞瘤的瘤周脑区:预处理方法综述。
Polish journal of radiology Pub Date : 2024-10-11 eCollection Date: 2024-01-01 DOI: 10.5114/pjr/192044
Anna Michalska-Foryszewska, Maciej Bujko, Agnieszka Kwiatkowska-Miernik, Katarzyna Ziemba, Katarzyna Sklinda, Jerzy Walecki, Bartosz Mruk
{"title":"The peritumoral brain zone in glioblastoma: a review of the pretreatment approach.","authors":"Anna Michalska-Foryszewska, Maciej Bujko, Agnieszka Kwiatkowska-Miernik, Katarzyna Ziemba, Katarzyna Sklinda, Jerzy Walecki, Bartosz Mruk","doi":"10.5114/pjr/192044","DOIUrl":"10.5114/pjr/192044","url":null,"abstract":"<p><p>Glioblastomas are the most common and aggressive form of malignant primary brain tumors in adults. The standard treatment is surgical resection followed by radiotherapy and chemotherapy. Despite optimal treatment methods, the prognosis for patients remains poor. Preoperative determination of glioblastoma margins remains beneficial for the complete removal of the tumor mass. Radiotherapy is essential for post-surgery treatment, but radioresistance is a significant challenge contributing to high mortality rates. Advanced imaging technologies are used to analyze the changes in the peritumoral brain zone (PTZ). Consequently, they may lead to the development of novel therapeutic options, especially targeting the marginal parts of a tumor, which could improve the prognosis of glioblastoma patients. The clinical presentation of glioblastoma is heterogeneous and mostly depends on the location and size of a tumor. Glioblastomas are characterized by both intratumoral cellular heterogeneity and an extensive, diffuse infiltration into the normal tissue bordering a tumor called the PTZ. Neuroimaging techniques, such as diffusion-weighted imaging (DWI), diffusion tensor imaging (DTI), perfusion-weighted imaging (PWI), proton magnetic resonance spectroscopy (<sup>1</sup>H MRS), and chemical exchange saturation transfer (CEST) are useful methods in the evaluation of the tumor infiltration and thus the resection margin.</p>","PeriodicalId":94174,"journal":{"name":"Polish journal of radiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11538905/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142592350","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative efficacy of contrast-enhanced ultrasound versus B-mode ultrasound in the diagnosis and monitoring of hepatic abscesses. 对比增强超声与 B 型超声在诊断和监测肝脓肿方面的功效。
Polish journal of radiology Pub Date : 2024-10-08 eCollection Date: 2024-01-01 DOI: 10.5114/pjr/192184
Adam Dobek, Mateusz Kobierecki, Wojciech Ciesielski, Oliwia Grząsiak, Konrad Kosztowny, Adam Fabisiak, Piotr Białek, Ludomir Stefańczyk
{"title":"Comparative efficacy of contrast-enhanced ultrasound versus B-mode ultrasound in the diagnosis and monitoring of hepatic abscesses.","authors":"Adam Dobek, Mateusz Kobierecki, Wojciech Ciesielski, Oliwia Grząsiak, Konrad Kosztowny, Adam Fabisiak, Piotr Białek, Ludomir Stefańczyk","doi":"10.5114/pjr/192184","DOIUrl":"10.5114/pjr/192184","url":null,"abstract":"<p><strong>Purpose: </strong>This study aimed to evaluate the diagnostic value of contrast-enhanced ultrasound (CEUS) in diagnosing and monitoring hepatic abscesses (HA).</p><p><strong>Material and methods: </strong>This retrospective study included 29 patients (9 females, 20 males) with 64 HA. Computed tomography (CT) served as the diagnostic benchmark, compared with CEUS and B-mode ultrasound (B-mode). Two radiologists assessed the presence, size, and characteristics of the HA.</p><p><strong>Results: </strong>The contrast enhancement pattern on CEUS matched post-contrast CT. Lesion size detected by CEUS ranged from 1.16 cm to 15.33 cm (median 5.74 cm). CT classified lesions into four types: I (tumor-like) - 2, II (honeycomb) - 5, III (lacunar) - 23, IV (cystic-like) - 34. CEUS fully agreed with these classifications. B-mode missed two type I lesions. For type III abscesses, agreement with CEUS was perfect (κ = 1, 100%), and moderate with B-mode (κ = 0.50, 79.7%). For type IV abscesses, agreement with CEUS was perfect (κ = 1, 100%), and high with B-mode (κ = 0.88, 93.75%). Pus enhancement remained stable (± 15 dB), while the abscess pouch background varied (± 11 dB to ± 6 dB). The Mann-Whitney <i>U</i> test confirmed these observations (arterial: <i>p</i> = 1.02e-14, portal: <i>p</i> = 3.79e-12, late venous: <i>p</i> = 4.53e-13). No significant difference in enhancement values was found based on abscess size (> 4 cm vs. < 4 cm).</p><p><strong>Conclusions: </strong>CEUS is superior to B-mode for diagnosing and monitoring HA, offering clearer views of the abscess pouch, septa, and liver parenchyma. The purulent part lacks contrast, allowing accurate assessment. CEUS can replace CT for monitoring and aid in patient selection for percutaneous intervention.</p>","PeriodicalId":94174,"journal":{"name":"Polish journal of radiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11538908/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142592346","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessment of thyroid nodule risk stratification knowledge and utilization among Polish physicians: a pilot study. 波兰医生对甲状腺结节风险分层知识和利用情况的评估:一项试点研究。
Polish journal of radiology Pub Date : 2024-10-04 eCollection Date: 2024-01-01 DOI: 10.5114/pjr/193414
Lukasz Janicki, Agastya Patel, Tomasz Nowicki, Andrzej Hellmann
{"title":"Assessment of thyroid nodule risk stratification knowledge and utilization among Polish physicians: a pilot study.","authors":"Lukasz Janicki, Agastya Patel, Tomasz Nowicki, Andrzej Hellmann","doi":"10.5114/pjr/193414","DOIUrl":"10.5114/pjr/193414","url":null,"abstract":"<p><strong>Purpose: </strong>Ultrasonography is the primary diagnostic tool for evaluating thyroid nodules. The Thyroid Imaging Reporting & Data System (TIRADS) aims to standardise assessment and reduce fine-needle aspiration biopsies through risk stratification. This pilot study examined knowledge and utilisation of TIRADS among Polish physicians, their perception of the usefulness of TIRADS application and the extent of knowledge of individual nodule features included.</p><p><strong>Material and methods: </strong>An internet-based questionnaire about TIRADS use in clinical practice was sent out to Polish Ultrasound Society members. Information on the responder's experience with thyroid ultrasound and knowledge and use of TIRADS was assessed and analysed.</p><p><strong>Results: </strong>Out of 159 physicians, 66.6% did not use TIRADS despite 43.4% being aware of its existence. EU-TIRADS was the most commonly adopted classification (50.9%). Participants who adopted TIRADS were younger (<i>p</i> = 0.047) and more likely to be radiologists (<i>p</i> < 0.01). TIRADS use was more prevalent in university clinical hospitals (<i>p</i> = 0.02), among physicians doing thyroid ultrasound as their primary professional activity (<i>p</i> < 0.01), those performing > 100 thyroid ultrasound examinations per year (<i>p</i> < 0.01) and those involved with thyroid fine-needle aspiration biopsy (<i>p</i> < 0.01). The purposes of TIRADS adoption (<i>p</i> < 0.01) and included imaging features (<i>p</i> < 0.01) were more accurately recognized by TIRADS users.</p><p><strong>Conclusions: </strong>TIRADS utilization among Polish clinicians is limited, despite awareness of the classification's existence. Knowledge of TIRADS components and the purpose of its application among users is satisfactory. Further training and TIRADS adoption should be encouraged, especially in the light of the recent EU-TIRADS-PL guidelines recommended by the Polish Scientific Societies.</p>","PeriodicalId":94174,"journal":{"name":"Polish journal of radiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-10-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11538906/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142592345","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Computed tomography features in prediction of histological differentiation of pancreatic neuroendocrine neoplasms - a single-centre retrospective cohort study. 预测胰腺神经内分泌肿瘤组织学分化的计算机断层扫描特征--一项单中心回顾性队列研究。
Polish journal of radiology Pub Date : 2024-09-30 eCollection Date: 2024-01-01 DOI: 10.5114/pjr/191838
Jan Krzysztof Herzyk, Karolina Majewska, Krzysztof Jakimów, Jakub Ciesielka, Joanna Pilch-Kowalczyk
{"title":"Computed tomography features in prediction of histological differentiation of pancreatic neuroendocrine neoplasms - a single-centre retrospective cohort study.","authors":"Jan Krzysztof Herzyk, Karolina Majewska, Krzysztof Jakimów, Jakub Ciesielka, Joanna Pilch-Kowalczyk","doi":"10.5114/pjr/191838","DOIUrl":"https://doi.org/10.5114/pjr/191838","url":null,"abstract":"<p><strong>Purpose: </strong>The aim of our study was to analyse the histological differentiation and computed tomography imaging features of pancreatic neuroendocrine neoplasms (PNENs).</p><p><strong>Material and methods: </strong>We performed a retrospective single-centre cohort study of 157 patients with histologically confirmed PNEN. We compared the results of the preoperative biopsy from the tumour with reports of the multi-slice computed tomography performed by a radiologist with 30 years of clinical practice.</p><p><strong>Results: </strong>Specific computed tomography (CT) features are associated with histological differentiation, such as enhancement in the arterial phase (<i>p</i> = 0.032), Wirsung's duct dilatation (<i>p</i> = 0.001), other organ infiltration (<i>p</i> < 0.001), distant metastases (<i>p</i> < 0.001), and enlarged regional lymph nodes (<i>p</i> = 0.018). When there is an organ infiltration, the likelihood of the tumour having histological malignancy grades G2 or G3 triples (95% CI: 1.21-8.06). Likewise, the existence of distant metastases increases the risk almost fourfold (95% CI: 1.44-10.61), and a tumour size of 2 cm or larger is linked to a nearly threefold rise in the risk of histological malignancy grades G2 or G3 (95% CI: 1.21-6.24).</p><p><strong>Conclusions: </strong>Certain CT characteristics: enhancement during the arterial phase, Wirsung's duct dilatation, organ infiltration, distant metastases, and the enlargement of regional lymph nodes are linked to histological differentiation.</p>","PeriodicalId":94174,"journal":{"name":"Polish journal of radiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11497587/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142515579","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
T1a renal cancer cryoablation - first experiences in Poland. T1a 肾癌冷冻消融术--波兰的首次经验。
Polish journal of radiology Pub Date : 2024-09-23 eCollection Date: 2024-01-01 DOI: 10.5114/pjr/191839
Grzegorz Rosiak, Jakub Franke, Dariusz Konecki, Krzysztof Milczarek, Tomasz Ostrowski, Robert Nowakowski, Tomasz Demkow, Zbigniew Gałązka
{"title":"T1a renal cancer cryoablation - first experiences in Poland.","authors":"Grzegorz Rosiak, Jakub Franke, Dariusz Konecki, Krzysztof Milczarek, Tomasz Ostrowski, Robert Nowakowski, Tomasz Demkow, Zbigniew Gałązka","doi":"10.5114/pjr/191839","DOIUrl":"https://doi.org/10.5114/pjr/191839","url":null,"abstract":"<p><strong>Purpose: </strong>Cryoablation is one of the methods of treating patients with renal cancer with curative intent. This procedure is not widely available in Poland due to the lack of reimbursement until April 2023. The purpose of this study is to present the results of the first experiences in cryoablation of renal cell carcinoma in Poland.</p><p><strong>Material and methods: </strong>Patients with renal cell carcinoma in T1a stage (up to 4 cm in diameter) were treated with percutaneous cryoablation between December 2020 and December 2023. All patients were disqualified from surgical treatment due to age, comorbidities, or history of nephrectomy. Diagnosis was confirmed by computed tomography (CT)-guided core needle biopsy that was performed 2-4 weeks before cryoablation.</p><p><strong>Results: </strong>Twenty-five patients underwent CT-guided cryoablation of T1a renal cancer. The mean age of the patients was 77 years (43-91 years). The mean diameter of lesions was 27 mm (15-40 mm). None of the patients presented with local or distant recurrence within the mean 12-months of follow-up period (100% progression-free survival). Urine leak treated with a stent was detected in one patient. Four patients died within the follow-up period, but none of the deaths was directly related to the procedure.</p><p><strong>Conclusions: </strong>Cryoablation is an effective and safe procedure and should be available to more patients in Poland.</p>","PeriodicalId":94174,"journal":{"name":"Polish journal of radiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11497588/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142515596","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Performance of Claude 3.5 Sonnet in image-based radiological case evaluations. Claude 3.5 Sonnet 在基于图像的放射病例评估中的性能。
Polish journal of radiology Pub Date : 2024-09-18 eCollection Date: 2024-01-01 DOI: 10.5114/pjr/192160
Muhammed Said Beşler
{"title":"Performance of Claude 3.5 Sonnet in image-based radiological case evaluations.","authors":"Muhammed Said Beşler","doi":"10.5114/pjr/192160","DOIUrl":"https://doi.org/10.5114/pjr/192160","url":null,"abstract":"","PeriodicalId":94174,"journal":{"name":"Polish journal of radiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11497586/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142515581","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep learning and AI in reducing magnetic resonance imaging scanning time: advantages and pitfalls in clinical practice. 深度学习和人工智能在缩短磁共振成像扫描时间方面的应用:临床实践中的优势与陷阱。
Polish journal of radiology Pub Date : 2024-09-13 eCollection Date: 2024-01-01 DOI: 10.5114/pjr/192822
Giovanni Foti, Chiara Longo
{"title":"Deep learning and AI in reducing magnetic resonance imaging scanning time: advantages and pitfalls in clinical practice.","authors":"Giovanni Foti, Chiara Longo","doi":"10.5114/pjr/192822","DOIUrl":"https://doi.org/10.5114/pjr/192822","url":null,"abstract":"<p><p>Magnetic resonance imaging (MRI) is a powerful imaging modality, but one of its drawbacks is its relatively long scanning time to acquire high-resolution images. Reducing the scanning time has become a critical area of focus in MRI, aiming to enhance patient comfort, reduce motion artifacts, and increase MRI throughput. In the past 5 years, artificial intelligence (AI)-based algorithms, particularly deep learning models, have been developed to reconstruct high-resolution images from significantly fewer data points. These new techniques significantly enhance MRI efficiency, improve patient comfort and lower patient motion artifacts. Improving MRI throughput with lower scanning duration increases accessibility, potentially reducing the need for additional MRI machines and associated costs. Several fields can benefit from shortened protocols, especially for routine exams. In oncologic imaging, faster MRI scans can facilitate more regular monitoring of cancer patients. In patients suffering from neurological disorders, rapid brain imaging can aid in the quick assessment of conditions like stroke, multiple sclerosis, and epilepsy, improving patient outcomes. In chronic inflammatory disease, faster imaging may help in reducing the interval between imaging to better check therapy outcomes. Additionally, reducing scanning time could effectively help MRI to play a role in emergency medicine and acute conditions such as trauma or acute ischaemic stroke. The purpose of this paper is to describe and discuss the advantages and disadvantages of introducing deep learning reconstruction techniques to reduce MRI scanning times in clinical practice.</p>","PeriodicalId":94174,"journal":{"name":"Polish journal of radiology","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11497590/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142515580","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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