Christian Kapper, Lukas Müller, Andrea Kronfeld, Mario Alberto Abello Mercado, Sebastian Altmann, Nils Grauhan, Dirk Graafen, Marc A Brockmann, Ahmed E Othman
{"title":"Value of vendor-agnostic deep learning image denoising in brain computed tomography: A multi-scanner study.","authors":"Christian Kapper, Lukas Müller, Andrea Kronfeld, Mario Alberto Abello Mercado, Sebastian Altmann, Nils Grauhan, Dirk Graafen, Marc A Brockmann, Ahmed E Othman","doi":"10.1055/a-2290-4781","DOIUrl":"10.1055/a-2290-4781","url":null,"abstract":"<p><p>To evaluate the effect of a vendor-agnostic deep learning denoising (DLD) algorithm on diagnostic image quality of non-contrast cranial computed tomography (ncCT) across five CT scanners.This retrospective single-center study included ncCT data of 150 consecutive patients (30 for each of the five scanners) who had undergone routine imaging after minor head trauma. The images were reconstructed using filtered back projection (FBP) and a vendor-agnostic DLD method. Using a 4-point Likert scale, three readers performed a subjective evaluation assessing the following quality criteria: overall diagnostic image quality, image noise, gray matter-white matter differentiation (GM-WM), artifacts, sharpness, and diagnostic confidence. Objective analysis included evaluation of noise, contrast-to-noise ratio (CNR), signal-to-noise ratio (SNR), and an artifact index for the posterior fossa.In subjective image quality assessment, DLD showed constantly superior results compared to FBP in all categories and for all scanners (p<0.05) across all readers. The objective image quality analysis showed significant improvement in noise, SNR, and CNR as well as for the artifact index using DLD for all scanners (p<0.001).The vendor-agnostic deep learning denoising algorithm provided significantly superior results in the subjective as well as in the objective analysis of ncCT images of patients with minor head trauma concerning all parameters compared to the FBP reconstruction. This effect has been observed in all five included scanners. · Significant improvement of image quality for 5 scanners due to the vendor-agnostic DLD. · Subjects were patients with routine imaging after minor head trauma. · Reduction of artifacts in the posterior fossa due to the DLD. · Access to improved image quality even for older scanners from different vendors. · Kapper C, Müller L, Kronfeld A et al. Value of vendor-agnostic deep learning image denoising in brain computed tomography: A multi-scanner study. Fortschr Röntgenstr 2024; DOI 10.1055/a-2290-4781.</p>","PeriodicalId":21490,"journal":{"name":"Rofo-fortschritte Auf Dem Gebiet Der Rontgenstrahlen Und Der Bildgebenden Verfahren","volume":" ","pages":"65-75"},"PeriodicalIF":1.3,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140944298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Monica Maria Buturoiu, Marc-André Weber, Johannes Prudlo
{"title":"Dynamic examinations in MRI scanners crucial in diagnosing cervical flexion myelopathy (Hirayama Disease).","authors":"Monica Maria Buturoiu, Marc-André Weber, Johannes Prudlo","doi":"10.1055/a-2338-3445","DOIUrl":"10.1055/a-2338-3445","url":null,"abstract":"","PeriodicalId":21490,"journal":{"name":"Rofo-fortschritte Auf Dem Gebiet Der Rontgenstrahlen Und Der Bildgebenden Verfahren","volume":" ","pages":"80-82"},"PeriodicalIF":1.3,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141559634","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"LLMs in radiology through prompt engineering: Comment.","authors":"Hinpetch Daungsupawong, Viroj Wiwanitkit","doi":"10.1055/a-2295-3839","DOIUrl":"10.1055/a-2295-3839","url":null,"abstract":"","PeriodicalId":21490,"journal":{"name":"Rofo-fortschritte Auf Dem Gebiet Der Rontgenstrahlen Und Der Bildgebenden Verfahren","volume":" ","pages":"76"},"PeriodicalIF":1.3,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140923271","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Maximilian Frederik Russe, Marco Reisert, Fabian Bamberg, Alexander Rau
{"title":"Enhancing LLM Application in Radiology: A Call for Expanded Research and Comparative Analysis.","authors":"Maximilian Frederik Russe, Marco Reisert, Fabian Bamberg, Alexander Rau","doi":"10.1055/a-2295-3776","DOIUrl":"10.1055/a-2295-3776","url":null,"abstract":"","PeriodicalId":21490,"journal":{"name":"Rofo-fortschritte Auf Dem Gebiet Der Rontgenstrahlen Und Der Bildgebenden Verfahren","volume":" ","pages":"77"},"PeriodicalIF":1.3,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140923153","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Kommentar zu „MSK – Osteoporose-Screening mit CT und maschinellem Lernen“.","authors":"Nico Sollmann","doi":"10.1055/a-2439-4998","DOIUrl":"https://doi.org/10.1055/a-2439-4998","url":null,"abstract":"","PeriodicalId":21490,"journal":{"name":"Rofo-fortschritte Auf Dem Gebiet Der Rontgenstrahlen Und Der Bildgebenden Verfahren","volume":"197 1","pages":"15-16"},"PeriodicalIF":1.3,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142922809","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Instructions for meaningful figures in radiological research publications.","authors":"Luca Julius Pape, Julia Hambach, Peter Bannas","doi":"10.1055/a-2285-3223","DOIUrl":"10.1055/a-2285-3223","url":null,"abstract":"<p><p>In this paper, we explain the structure and function of different types of figures and provide guidance on how to create effective figures for radiological research publications.Based on scientific literature and our own experience, we have compiled a series of instructions to support the purposeful creation of effective figures for radiological research publications.Effective figures play a crucial role in radiological research publications by clearly visualizing complex content and thereby enhancing its comprehensibility. Different types of figures have distinct strengths that should be strategically employed for optimal impact. The interplay between figures weaves the <i>\"common thread\"</i> of a publication, facilitating reader comprehension and providing a straightforward path to the answer of the central research question. The systematic coordination <i>(line of evidence)</i> and effective design of individual figures are crucial to compellingly support the publication's central hypothesis.The deliberate creation and coordination of figures in radiological research publications are decisive factors for successful publishing. · Different types of figures have distinct strengths that should be strategically employed for optimal impact.. · The interplay between figures weaves the \"common thread\" of a publication, facilitating reader comprehension and providing a straightforward path to the answer of the central research question.. · The appropriate coordination of different types of figures enables an effective and precise presentation of the research findings.. · The systematic coordination (line of evidence) and effective design of individual figures are crucial to compellingly support the publication's central hypothesis.. · The deliberate creation and coordination of figures in radiological research publications are decisive factors for successful publishing.. · Pape LJ, Hambach J, Bannas P. Instructions for figures in radiological research publications. Fortschr Röntgenstr 2024; DOI 10.1055/a-2285-3223.</p>","PeriodicalId":21490,"journal":{"name":"Rofo-fortschritte Auf Dem Gebiet Der Rontgenstrahlen Und Der Bildgebenden Verfahren","volume":" ","pages":"26-33"},"PeriodicalIF":1.3,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140944384","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Manuela Tavares de Sousa, Björn P Schönnagel, Jonas Denecke, Jochen Herrmann
{"title":"Prenatal imaging - role of fetal MRI.","authors":"Manuela Tavares de Sousa, Björn P Schönnagel, Jonas Denecke, Jochen Herrmann","doi":"10.1055/a-2357-6997","DOIUrl":"https://doi.org/10.1055/a-2357-6997","url":null,"abstract":"<p><p>Congenital abnormalities occur in about 3 in 100 fetuses. Prenatal ultrasound is the standard technique to detect these fetal abnormalities. In Germany, three ultrasound examinations are provided in the first, second, and third trimesters, respectively. Fetal magnetic resonance imaging (MRI) can be used as an adjunct technique to provide further information in cases of congenital abnormalities.A literature search was performed on PubMed focusing on publications that used fetal MRI as a secondary approach after prenatal ultrasound.MRI is a safe imaging method that does not harm the fetus when used during pregnancy. Some publications with experts in radiology show a very clear diagnostic advantage with respect to performing MRI on fetuses with brain abnormalities, while other publications with experts in neurosonography do not find the advantage to be that evident. Both techniques are clearly user-dependent.Fetal MRI can supplement the information obtained by fetal ultrasound and can provide additional information or exclude others. Diagnosis made by an interdisciplinary cooperation based on all available ultrasound and MRI findings is the key to optimal imaging and advice for expectant parents. · Fetal MRI poses no risk for the fetus.. · MRI aids prenatal ultrasound in the evaluation of prenatal findings.. · Tavares de Sousa M, Schönnagel BP, Denecke J et al. Prenatal imaging - role of fetal MRI. Fortschr Röntgenstr 2024; DOI 10.1055/a-2357-6997.</p>","PeriodicalId":21490,"journal":{"name":"Rofo-fortschritte Auf Dem Gebiet Der Rontgenstrahlen Und Der Bildgebenden Verfahren","volume":" ","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142792381","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Philipp Arnold, Daniel Pinto Dos Santos, Fabian Bamberg, Elmar Kotter
{"title":"FHIR - Overdue Standard for Radiology Data Warehouses.","authors":"Philipp Arnold, Daniel Pinto Dos Santos, Fabian Bamberg, Elmar Kotter","doi":"10.1055/a-2462-2351","DOIUrl":"https://doi.org/10.1055/a-2462-2351","url":null,"abstract":"<p><p>In radiology, technological progress has led to an enormous increase in data volumes. To effectively use these data during diagnostics or subsequent clinical evaluations, they have to be aggregated at a central location and be meaningfully retrievable in context. Radiology data warehouses undertake this task: they integrate diverse data sources, enable patient-specific and examination-specific evaluations, and thus offer numerous benefits in patient care, education, and clinical research.The international standard Health Level 7 (HL7) Fast Healthcare Interoperability Resources (FHIR) is particularly suitable for the implementation of such a data warehouse. FHIR allows for easy and fast data access, supports modern web-based frontends, and offers high interoperability due to the integration of medical ontologies such as SNOMED-CT or RadLex. Furthermore, FHIR has a robust data security concept. Because of these properties, FHIR has been selected by the Medical Informatics Initiative (MII) as the data standard for the core data set and is intended to be promoted as an international standard in the European Health Data Space (EHDS).Implementing the FHIR standard in radiology data warehouses is therefore a logical and sensible step towards data-driven medicine. · A data warehouse is essential for data-driven medicine, clinical care, and research purposes.. · Data warehouses enable efficient integration of AI results and structured report templates.. · Fast Healthcare Interoperability Resources (FHIR) is a suitable standard for a data warehouse.. · FHIR provides an interoperable data standard, supported by proven web technologies.. · FHIR improves semantic consistency and facilitates secure data exchange.. · Arnold P, Pinto dos Santos D, Bamberg F et al. FHIR - Overdue Standard for Radiology Data Warehouses. Fortschr Röntgenstr 2024; DOI 10.1055/a-2462-2351.</p>","PeriodicalId":21490,"journal":{"name":"Rofo-fortschritte Auf Dem Gebiet Der Rontgenstrahlen Und Der Bildgebenden Verfahren","volume":" ","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142792374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Cornelia Lieselotte Angelika Dewald, Sophia Freya Ulrike Blum, Lena Sophie Becker, Emona Barzakova, Mareike Franke, Kerstin Westphalen, Marco Das, Carolin Jenkner, Frank K Wacker, Christiane K Kuhl, Wibke Uller
{"title":"Exploring gender roles in German interventional radiology - how progressive are we?","authors":"Cornelia Lieselotte Angelika Dewald, Sophia Freya Ulrike Blum, Lena Sophie Becker, Emona Barzakova, Mareike Franke, Kerstin Westphalen, Marco Das, Carolin Jenkner, Frank K Wacker, Christiane K Kuhl, Wibke Uller","doi":"10.1055/a-2427-0303","DOIUrl":"https://doi.org/10.1055/a-2427-0303","url":null,"abstract":"<p><p>This article presents the results of a nationwide survey addressing the status quo of gender equality and family friendliness within German interventional radiology (IR) with a focus on clinical entry and career development.All members of the German Society for Interventional Radiology and Minimally Invasive Therapy (DeGIR) were invited to participate in an online survey between November 2021 and February 2022. The survey consisted of 39 questions on demographic information, marital and parental status, experiences with entry and promotion in IR, family friendliness, and equality. A descriptive analysis of the responses was conducted.197 surveys from female (n=76; 39%) and male (n=121; 61%) interventional radiologists at various stages of training and career were analyzed. Fewer female attending physicians (58%) and chiefs of departments (23%) lived with children compared to male attending physicians (76%) and chiefs of departments (55%). Fewer men (4%) than women (41%) were primarily responsible for childcare. More female (55%) than male (6%) attending physicians worked part-time. Women rated entry into IR as more difficult than men. 55% of women felt disadvantaged by their gender (men: 6%); this was due to assumptions that women \"perform less than men\" (46%), \"drop out due to family commitments\" (35%) and that \"men are promoted preferentially\" (19%). 54% believed that it is more difficult for women to combine work and family. The reasons for this are \"family commitments\" and \"lack of flexible work schedules and childcare\". Parents with primary responsibility spent less than 50% of their working time on clinical interventions. Fathers from a younger generation were more likely to take parental leave than fathers of a previous generation (52% vs. 17%). Similar numbers of men (51%) and women (55%) planned to work part-time in the future.There are gender-specific differences in the German IR. To ensure sustainable recruitment of young talent, measures such as the normalization of flexible work schedules should be introduced to create equal conditions for women and men, as well as mothers and fathers, and thus take changing (family) structures adequately into account. · There are gender-specific differences in career entry/career development in German interventional radiology.. · Working conditions must be adapted to ensure the next generation.. · Changing family structures must be adequately taken into account.. · Dewald CL, Blum SF, Becker LS etal. Exploring gender roles in German interventional radiology - how progressive are we? Fortschr Röntgenstr 2024; DOI 10.1055/a-2427-0303.</p>","PeriodicalId":21490,"journal":{"name":"Rofo-fortschritte Auf Dem Gebiet Der Rontgenstrahlen Und Der Bildgebenden Verfahren","volume":" ","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142781017","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Thomas J Vogl, Iris Burck, Timo Stöver, Rania Helal
{"title":"Parapharyngeal Space: Diagnostic Imaging and Intervention.","authors":"Thomas J Vogl, Iris Burck, Timo Stöver, Rania Helal","doi":"10.1055/a-2419-9782","DOIUrl":"https://doi.org/10.1055/a-2419-9782","url":null,"abstract":"<p><p>Diagnosis of lesions of the parapharyngeal space (PPS) often poses a diagnostic and therapeutic challenge due to its deep location. As a result of the topographical relationship to nearby neck spaces, a very precise differential diagnosis is possible based on imaging criteria. When in doubt, imaging-guided - usually CT-guided - biopsy and even drainage remain options.Through a precise analysis of the literature including the most recent publications, this review precisely describes the basic and most recent imaging applications for various PPS pathologies and the differential diagnostic scheme for assigning the respective lesions in addition to the possibilities of using interventional radiology.The different pathologies of PPS from congenital malformations and inflammation to tumors are discussed according to frequency. Characteristic criteria and, more recently, the use of advanced imaging procedures and the introduction of artificial intelligence (AI) allow a very precise differential diagnosis and support further diagnosis and therapy. After precise access planning, almost all pathologies of the PPS can be biopsied or, if necessary, drained using CT-assisted procedures.Radiological procedures play an important role in the diagnosis and treatment planning of PPS pathologies. · Lesions of the PPS account for about 1-2% of all pathologies of the head and neck region. The majority are benign lesions and inflammatory processes.. · If differential diagnostic questions remain unanswered, material can - if necessary - be obtained via a CT-guided biopsy. Exclusion criteria are hypervascularized processes, especially paragangliomas and angiomas.. · The use of artificial intelligence (AI) in head and neck imaging of various pathologies, such as tumor segmentation, pathological TMN classification, detection of lymph node metastases, and extranodal extension, has significantly increased in recent years.. · Vogl TJ, Burck I, Stöver T et al. Parapharyngeal Space: Diagnostic Imaging and Intervention. Fortschr Röntgenstr 2024; DOI 10.1055/a-2419-9782.</p>","PeriodicalId":21490,"journal":{"name":"Rofo-fortschritte Auf Dem Gebiet Der Rontgenstrahlen Und Der Bildgebenden Verfahren","volume":" ","pages":""},"PeriodicalIF":1.3,"publicationDate":"2024-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142781032","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}