TY - THES A1 - Blaßhofer, Sophia Katharina Charlotte T1 - Rezidivmuster bei Kindern mit Medulloblastom T1 - Recurrence Pattern in Children with Medulloblastoma N2 - Ziel der vorliegenden Arbeit ist es, das Rezidivmuster der Medulloblastome aufzuzeigen. Die Bedeutung prognostischer Faktoren, wie Therapie oder initiale Erkrankungsausdehnung soll im Zusammenhang mit dem Auftreten eines Rezidivs oder einer Progression näher untersucht werden. Es handelt sich um ein Patientenkollektiv von 40 Kindern mit einem Rezidiv eines Medulloblastoms. Die Patienten sind Teil des HIT 2000 Kollektivs, ein Patient war Teil der HIT ´91 Studie, 7 waren Beobachtungspatienten. Die Altersverteilung der Rezidivpatienten unterschied sich von der Altersverteilung aller HIT 2000-Studienpatienten. Die Patienten in der Gruppe der unter Vierjährigen mit einem Rezidiv waren signifikant jünger als die des gesamten Kollektivs unter vier Jahren. Bei den älteren Kindern war der Unterschied nicht signifikant. Von insgesamt 40 Kindern fanden sich acht Patienten mit Lokalrezidiv (20%) und 32 Patienten mit einem Rezidiv in Form einer Meningeose (80%). Bei Patienten mit Lokalrezidiv zeigte ein postoperativ verbliebener Resttumor keinen Einfluß auf das Entstehen eines Lokalrezidivs. 100% der Patienten, die Angaben zu einem verbliebenen Resttumor hatten, waren S0 reseziert. Fünf der acht Kinder wurden aufgrund ihres jungen Alters nicht bestrahlt. 32 Patienten (80%) zeigten eine Meningeose als Rezidiv auf. 73,3% der Patienten wiesen bereits initial eine Disseminationen in den Meningen auf. 50% der Patienten (n=16) boten die Dissemination im frontalen oder frontobasalen Bereich. Alle lokal begrenzten, frontalen Meningeoseherde traten an einer vorher nicht betroffenen Stelle auf. Es ließen sich keine Hinweise auf eine Unterdosierung der Radiatio als Ursache finden. Ein Einfluß der Chemotherapie unter Berücksichtigung der durch die Liquorzirkulation bedingten Schwankungen in den Wirkspiegeln bleibt zu klären und wird Gegenstand weiterer Studien sein müssen. N2 - We have retrospectively analyzed 38 consecutive patients with a recurrence of medulloblastoma treated according to a national multicenter protocol. Two of 38 patients studied relapsed twice and were thus counted twice resulting in a total number of 40 patients. Most patients (n=32) were treated according to the current national treatment study for medulloblastomas (HIT 2000), one patient was treated according to the preceding trial Hit’91 and 7 children were observational patients of the HIT 2000 study. All patients with relapse younger than four years of age were significantely younger than all patients with medulloblastoma registered in HIT 2000. 38 children treated for medulloblastoma showed 40 events of recurrences. 8 patients relapsed with an isolated local recurrence of the tumour. We did not find any correlation to an incomplete surgical removal or a violation to the treatment protocol. 50% of these children were younger than 4 years at the time of initial presentation and thus were not treated primarily with radiotherapy. 32 events were recurrences with a meningeal dissemination. 50% of these recurrences were found in the frontal region and 25% as isolated nodular frontal and frontobasal meningeal disease. We could not find any correlation to possible treatment violations especially to a lower irradiation dose of the frontobasal region. Other explanations, e.g. reduced biodistribution of chemotherapeutic agents to these areas have to be sought for. KW - Rezidiv KW - Neuroblastom KW - Hirntumor KW - Kleinhirntumor KW - Medulloblastom KW - Rezidivmuster KW - recurrence KW - pattern KW - medulloblastoma Y1 - 2009 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-38636 ER - TY - JOUR A1 - Biederer, Jürgen A1 - Mirsadraee, S. A1 - Beer, M. A1 - Molinari, F. A1 - Hintze, C. A1 - Bauman, G. A1 - Both, M. A1 - Van Beek, E. J. R. A1 - Wild, J. A1 - Puderbach, M. T1 - MRI of the lung (3/3)—current applications and future perspectives JF - Insights into Imaging N2 - Background MRI of the lung is recommended in a number of clinical indications. Having a non-radiation alternative is particularly attractive in children and young subjects, or pregnant women. Methods Provided there is sufficient expertise, magnetic resonance imaging (MRI) may be considered as the preferential modality in specific clinical conditions such as cystic fibrosis and acute pulmonary embolism, since additional functional information on respiratory mechanics and regional lung perfusion is provided. In other cases, such as tumours and pneumonia in children, lung MRI may be considered an alternative or adjunct to other modalities with at least similar diagnostic value. Results In interstitial lung disease, the clinical utility of MRI remains to be proven, but it could provide additional information that will be beneficial in research, or at some stage in clinical practice. Customised protocols for chest imaging combine fast breath-hold acquisitions from a “buffet” of sequences. Having introduced details of imaging protocols in previous articles, the aim of this manuscript is to discuss the advantages and limitations of lung MRI in current clinical practice. Conclusion New developments and future perspectives such as motion-compensated imaging with self-navigated sequences or fast Fourier decomposition MRI for non-contrast enhanced ventilation- and perfusion-weighted imaging of the lung are discussed. Main Messages • MRI evolves as a third lung imaging modality, combining morphological and functional information. • It may be considered first choice in cystic fibrosis and pulmonary embolism of young and pregnant patients. • In other cases (tumours, pneumonia in children), it is an alternative or adjunct to X-ray and CT. • In interstitial lung disease, it serves for research, but the clinical value remains to be proven. • New users are advised to make themselves familiar with the particular advantages and limitations. KW - functional imaging KW - magnetic resonance imaging KW - cystic fibrosis KW - pulmonary embolism KW - tumor KW - infiltrate Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-124348 VL - 3 IS - 4 ER - TY - JOUR A1 - Biederer, J. A1 - Beer, M. A1 - Hirsch, W. A1 - Wild, J. A1 - Fabel, M. A1 - Puderbach, M. A1 - Van Beek, E. J. R. T1 - MRI of the lung (2/3). Why … when … how? JF - Insights into Imaging N2 - Background Among the modalities for lung imaging, proton magnetic resonance imaging (MRI) has been the latest to be introduced into clinical practice. Its value to replace X-ray and computed tomography (CT) when radiation exposure or iodinated contrast material is contra-indicated is well acknowledged: i.e. for paediatric patients and pregnant women or for scientific use. One of the reasons why MRI of the lung is still rarely used, except in a few centres, is the lack of consistent protocols customised to clinical needs. Methods This article makes non-vendor-specific protocol suggestions for general use with state-of-the-art MRI scanners, based on the available literature and a consensus discussion within a panel of experts experienced in lung MRI. Results Various sequences have been successfully tested within scientific or clinical environments. MRI of the lung with appropriate combinations of these sequences comprises morphological and functional imaging aspects in a single examination. It serves in difficult clinical problems encountered in daily routine, such as assessment of the mediastinum and chest wall, and even might challenge molecular imaging techniques in the near future. Conclusion This article helps new users to implement appropriate protocols on their own MRI platforms. Main Messages • MRI of the lung can be readily performed on state-of-the-art 1.5-T MRI scanners. • Protocol suggestions based on the available literature facilitate its use for routine • MRI offers solutions for complicated thoracic masses with atelectasis and chest wall invasion. • MRI is an option for paediatrics and science when CT is contra-indicated KW - magnetic resonance imaging KW - lung KW - sequence imaging protocol Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-124268 VL - 3 IS - 4 ER - TY - JOUR A1 - Baur, Johannes A1 - Schedelbeck, Ulla A1 - Pulzer, Alina A1 - Bluemel, Christina A1 - Wild, Vanessa A1 - Fassnacht, Martin A1 - Steger, U. T1 - A case report of a solitary pancreatic metastasis of an adrenocortical carcinoma JF - BMC Surgery N2 - Background Solitary metastases to the pancreas are rare. Therefore the value of resection in curative intention remains unclear. In the literature there are several promising reports about resection of solitary metastasis to the pancreas mainly of renal origin. Case presentation Here we report for the first time on the surgical therapy of a 1.5 cm solitary pancreatic metastasis of an adrenocortical carcinoma. The metastasis occurred almost 6 years after resection of the primary tumor. A partial pancreatoduodenectomy was performed and postoperatively adjuvant mitotane treatment was initiated. During the follow-up of 3 years after surgery no evidence of tumor recurrence occurred. Conclusion Resection of pancreatic tumors should be considered, even if the mass is suspicious for metastatic disease including recurrence of adrenocortical cancer. KW - surgical treatment KW - adrenocortical KW - carcinoma metastases to pancreas Y1 - 2015 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-126130 VL - 15 IS - 93 ER - TY - JOUR A1 - Baur, Johannes A1 - Ritter, Christian O. A1 - Germer, Christoph-Thomas A1 - Klein, Ingo A1 - Kickuth, Ralph A1 - Steger, Ulrich T1 - Transarterial chemoembolization with drug-eluting beads versus conventional transarterial chemoembolization in locally advanced hepatocellular carcinoma JF - Hepatic Medicine N2 - Purpose: In hepatocellular carcinoma patients with large or multinodal tumors, where curative treatment options are not feasible, transarterial therapies play a major role. Transarterial chemoembolization (TACE) with drug-eluting beads (DEB-TACE) is a promising new approach due to higher intratumoral and lower systemic concentration of the chemotherapeutic agent compared to conventional TACE (cTACE). Patients and methods: In a retrospective analysis, 32 patients with hepatocellular carcinoma who received either DEB or a cTACE were compared regarding survival time, disease recurrence, and side effects such as pain and fever. Results: No significant differences could be detected between the cTACE and DEB-TACE groups with regard to mean hospital stay, appearance of postinterventional fever, or 30-day mortality. However, the application of intravenous analgesics as postinterventional pain medication was needed more often in patients treated with DEB-TACE (57.1% vs 12.5%, P=0.0281). The overall median survival after the initial procedure was 10.8 months in the cTACE group and 9.2 months in the DEB-TACE group, showing no significant difference. Conclusion: No survival benefit for patients treated with either DEB-TACE or cTACE was observed. Surprisingly, a higher rate of postinterventional pain could be detected after DEB-TACE. KW - transarterial chemoembolization KW - hepatocellular carcinoma KW - drug-eluting beads Y1 - 2016 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-146553 VL - 2016 IS - 8 ER - TY - JOUR A1 - Bartmann, Catharina A1 - Janaki Raman, Sudha R. A1 - Flöter, Jessica A1 - Schulze, Almut A1 - Bahlke, Katrin A1 - Willingstorfer, Jana A1 - Strunz, Maria A1 - Wöckel, Achim A1 - Klement, Rainer J. A1 - Kapp, Michaela A1 - Djuzenova, Cholpon S. A1 - Otto, Christoph A1 - Kämmerer, Ulrike T1 - Beta-hydroxybutyrate (3-OHB) can influence the energetic phenotype of breast cancer cells, but does not impact their proliferation and the response to chemotherapy or radiation JF - Cancer & Metabolism N2 - Background: Ketogenic diets (KDs) or short-term fasting are popular trends amongst supportive approaches for cancer patients. Beta-hydroxybutyrate (3-OHB) is the main physiological ketone body, whose concentration can reach plasma levels of 2–6 mM during KDs or fasting. The impact of 3-OHB on the biology of tumor cells described so far is contradictory. Therefore, we investigated the effect of a physiological concentration of 3 mM 3-OHB on metabolism, proliferation, and viability of breast cancer (BC) cells in vitro. Methods: Seven different human BC cell lines (BT20, BT474, HBL100, MCF-7, MDA-MB 231, MDA-MB 468, and T47D) were cultured in medium with 5 mM glucose in the presence of 3 mM 3-OHB at mild hypoxia (5% oxygen) or normoxia (21% oxygen). Metabolic profiling was performed by quantification of the turnover of glucose, lactate, and 3-OHB and by Seahorse metabolic flux analysis. Expression of key enzymes of ketolysis as well as the main monocarboxylic acid transporter MCT2 and the glucose-transporter GLUT1 was analyzed by RT-qPCR and Western blotting. The effect of 3-OHB on short- and long-term cell proliferation as well as chemo- and radiosensitivity were also analyzed. Results: 3-OHB significantly changed the oxygen consumption rate (OCR) and extracellular acidification rate (ECAR) in BT20 cells resulting in a more oxidative energetic phenotype. MCF-7 and MDA-MB 468 cells had increased ECAR only in response to 3-OHB, while the other three cell types remained uninfluenced. All cells expressed MCT2 and GLUT1, thus being able to uptake the metabolites. The consumption of 3-OHB was not strongly linked to mRNA overexpression of key enzymes of ketolysis and did not correlate with lactate production and glucose consumption. Neither 3-OHB nor acetoacetate did interfere with proliferation. Further, 3-OHB incubation did not modify the response of the tested BC cell lines to chemotherapy or radiation. Conclusions: We found that a physiological level of 3-OHB can change the energetic profile of some BC cell lines. However, 3-OHB failed to influence different biologic processes in these cells, e.g., cell proliferation and the response to common breast cancer chemotherapy and radiotherapy. Thus, we have no evidence that 3-OHB generally influences the biology of breast cancer cells in vitro. KW - ketogenic diet KW - β-Hydroxybutyrate KW - ketone bodies KW - breast cancer KW - seahorse KW - metabolic profile KW - chemotherapy KW - ionizing radiation Y1 - 2018 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-175607 VL - 6 IS - 8 ER - TY - THES A1 - Baldauf, Tobias T1 - Radiologischer Routineultraschall bei Verdacht auf Appendizitis: Retrospektive Analyse der diagnostischen Wertigkeit T1 - Ultrasound diagnosis of appendicitis - a retrospective analysis of the it's diagnostic importance N2 - Der allgemeinradiologische Ultraschall leistet einen wichtigen Beitrag in der Routinediagnostik der akuten Appendizitis bei Kindern und Erwachsenen. Die Zusammenschau aller verfügbaren diagnostischen Befunde sollte zur Entscheidung für oder gegen eine Operation herangezogen werden. Die sonographische Untersuchung kann dazu beitragen, die Negativ Appendektomierate zu senken. N2 - Ultrasound diagnosis of appendicitis - a retrospective analysis of the it's diagnostic importance KW - Appendizitis Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-192231 ER - TY - JOUR A1 - Augustin, Anne Marie A1 - Wolfschmidt, Franziska A1 - Elsässer, Thilo A1 - Sauer, Alexander A1 - Dierks, Alexander A1 - Bley, Thorsten Alexander A1 - Kickuth, Ralph T1 - Color-coded summation images for the evaluation of blood flow in endovascular aortic dissection fenestration JF - BMC Medical Imaging N2 - Background To analyze the benefit of color-coded summation images in the assessment of target lumen perfusion in patients with aortic dissection and malperfusion syndrome before and after fluoroscopy-guided aortic fenestration. Methods Between December 2011 and April 2020 25 patients with Stanford type A (n = 13) or type B dissection (n = 12) and malperfusion syndromes were treated with fluoroscopy-guided fenestration of the dissection flap using a re-entry catheter. The procedure was technically successful in 100% of the cases and included additional iliofemoral stent implantation in four patients. Intraprocedural systolic blood pressure measurements for gradient evaluation were performed in 19 cases. Post-processed color-coded DSA images were obtained from all DSA series before and following fenestration. Differences in time to peak (dTTP) values in the compromised aortic lumen and transluminal systolic blood pressure gradients were analyzed retrospectively. Correlation analysis between dTTP and changes in blood pressure gradients was performed. Results Mean TTP prior to dissection flap fenestration was 6.85 ± 1.35 s. After fenestration, mean TTP decreased significantly to 4.96 ± 0.94 s (p < 0.001). Available systolic blood pressure gradients between the true and the false lumen were reduced by a median of 4.0 mmHg following fenestration (p = 0.031), with significant reductions in Stanford type B dissections (p = 0.013) and minor reductions in type A dissections (p = 0.530). A moderate correlation with no statistical significance was found between dTTP and the difference in systolic blood pressure (r = 0.226; p = 0.351). Conclusions Hemodynamic parameters obtained from color-coded DSA confirmed a significant reduction of TTP values in the aortic target lumen in terms of an improved perfusion in the compromised aortic region. Color-coded DSA might thus be a suitable complementary tool in the assessment of complex vascular patterns prevailing in aortic dissections, especially when blood pressure measurements are not conclusive or feasible. KW - angiography KW - fenestration KW - color-coding KW - aortic dissection KW - DSA KW - endovascular Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-301107 VL - 22 IS - 1 ER - TY - JOUR A1 - Augustin, Anne Marie A1 - Welsch, Stefan A1 - Bley, Thorsten Alexander A1 - Lopau, Kai A1 - Kickuth, Ralph T1 - Color-coded summation images in the evaluation of renal artery stenosis before and after percutaneous transluminal angioplasty JF - BMC Medical Imaging N2 - Background: Endovascular therapy is the gold standard in patients with hemodynamic relevant renal artery stenosis (RAS) resistant to medical therapy. The severity grading of the stenosis as well as the result assessment after endovascular approach is predominantly based on visible estimations of the anatomic appearance. We aim to investigate the application of color-coded DSA parameters to gain hemodynamic information during endovascular renal artery interventions and for the assessment of the procedures technical success. Methods: We retrospectively evaluated 32 patients who underwent endovascular renal artery revascularization and applied color-coded summation imaging on selected monochromatic DSA images. The differences in time to peak (dTTP) of contrast enhancement in predefined anatomical measuring points were analyzed. Furthermore, differences in systolic blood pressure values (SBP) and serum creatinine were obtained. The value of underlying diabetes mellitus as a predictor for clinical outcome was assessed. Correlation analysis between the patients gender as well as the presence of diabetes mellitus and dTTP was performed. Results: Endovascular revascularization resulted in statistically significant improvement in 4/7 regions of interest. Highly significant improvement of perfusion in terms of shortened TTP values could be found at the segmental artery level and in the intrastenotical segment (p<0.001), significant improvement prestenotical and in the apical renal parenchyma (p<0.05). In the other anatomic regions, differences revealed not to be significant. Differences between SBP and serum creatinine levels before and after the procedure were significant (p=0.004 and 0.0004). Patients ' gender as well as the presence of diabetes mellitus did not reveal to be predictors for the clinical success of the procedure. Furthermore, diabetes and gender did not show relevant correlation with dTTP in the parenchymal measuring points. Conclusions: The supplementary use of color-coding DSA and the data gained from parametric images may provide helpful information in the evaluation of the procedures ' technical success. The segmental artery might be a particularly suitable vascular territory for analyzing differences in blood flow characteristics. Further studies with larger cohorts are needed to further confirm the diagnostic value of this technique. KW - digital subtraction angiography KW - color-coded KW - endovascular KW - renal artery KW - PTA Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-259086 VL - 21 IS - 1 ER - TY - JOUR A1 - Augustin, Anne Marie A1 - Lucius, Leonie Johanna A1 - Thurner, Annette A1 - Kickuth, Ralph T1 - Malignant obstruction of the inferior vena cava: clinical experience with the self-expanding Sinus-XL stent system JF - Abdominal Radiology N2 - Purpose To evaluate the technical and clinical outcome of Sinus-XL stent placement in patients with malignant obstruction syndrome of the inferior vena cava. Methods Between October 2010 and January 2021, 21 patients with different malignant primary disease causing inferior vena cava obstruction were treated with Sinus-XL stent implantation. Procedural data, technical and clinical outcome parameters were retrospectively analyzed. Results Technical success was 100%. Analysis of available manometry data revealed a significant reduction of the mean translesional pressure gradient following the procedure (p = 0.008). Reintervention rate was 4.8% (1/21). The available follow-up imaging studies showed primary and primary-assisted stent patency rates of 93% (13/14) and 100% (14/14), respectively. Major complications did not occur. The clinical success regarding lower extremity edema was 82.4% (14/17) for the first and 85.7% (18/21) for the last follow-up. Longer lengths of IVC obstruction were associated with reduced clinical improvement after the procedure (p = 0.025). Improvement of intraprocedural manometry results and lower extremity edema revealed only minor correlation. Ascites and anasarca were not significantly positively affected by the procedure. Conclusion Sinus-XL stent placement in patients with malignant inferior vena cava obstruction showed high technical success and low complication rates. Regarding the clinical outcome, significant symptom improvement could be achieved in lower extremity edema, whereas ascites and anasarca lacked satisfying symptom relief. Based on our results, this procedure should be considered as a suitable therapy in a palliative care setting for patients with advanced malignant disease. KW - endovascular KW - inferior vena cava KW - interventional procedures KW - oncology KW - palliative care KW - stent Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-324951 VL - 47 IS - 10 ER - TY - JOUR A1 - Augustin, Anne Marie A1 - Kertels, Olivia A1 - Wiegering, Verena A1 - Thurner, Annette A1 - Kickuth, Ralph T1 - Percutaneous implantation of peripherally inserted totally implantable venous access systems in the forearm in adolescent patients JF - Pediatric Radiology N2 - Background Children with different underlying malignant diseases require long-term central venous access. As for port systems in a pectoral position, peripherally implanted port systems in the forearm revealed high levels of technical and clinical success in adult cohorts. Objective To investigate the technical and clinical outcomes of percutaneous central venous port implantation in the forearm in adolescents. Materials and methods Between April 2010 and August 2020, 32 children ages 9 to 17 years with underlying malignancy received 35 totally implantable venous access ports (TIVAPs) in the forearm. All venous port systems were peripherally inserted under ultrasound guidance. Correct catheter placement was controlled by fluoroscopy. As primary endpoints, the technical success, rate of complications and catheter maintenance were analyzed. Secondary endpoints were the side of implantation, vein of catheter access, laboratory results on the day of the procedure, procedural radiation exposure, amount of contrast agent and reasons for port device removal. Results Percutaneous TIVAP placement under sonographic guidance was technically successful in 34 of 35 procedures (97.1%). Procedure-related complications did not occur. During the follow-up, 13,684 catheter days were analyzed, revealing 11 complications (0.8 per 1,000 catheter-duration days), Of these 11 complications, 7 were major and 10 occurred late. In seven cases, the port device had to be removed; removal-related complications did not occur. Conclusion Peripheral TIVAP placement in the forearms of children is a feasible, effective and safe technique with good midterm outcome. As results are comparable with standard access routes, this technique may be offered as an alternative when intermittent venous access is required. KW - adolescents KW - central venous catheter KW - children KW - forearm KW - interventional radiology KW - totally implantable venous access port KW - vascular access Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-324947 VL - 52 IS - 8 ER - TY - JOUR A1 - Ankenbrand, Markus Johannes A1 - Lohr, David A1 - Schlötelburg, Wiebke A1 - Reiter, Theresa A1 - Wech, Tobias A1 - Schreiber, Laura Maria T1 - Deep learning-based cardiac cine segmentation: Transfer learning application to 7T ultrahigh-field MRI JF - Magnetic Resonance in Medicine N2 - Purpose Artificial neural networks show promising performance in automatic segmentation of cardiac MRI. However, training requires large amounts of annotated data and generalization to different vendors, field strengths, sequence parameters, and pathologies is limited. Transfer learning addresses this challenge, but specific recommendations regarding type and amount of data required is lacking. In this study, we assess data requirements for transfer learning to experimental cardiac MRI at 7T where the segmentation task can be challenging. In addition, we provide guidelines, tools, and annotated data to enable transfer learning approaches by other researchers and clinicians. Methods A publicly available segmentation model was used to annotate a publicly available data set. This labeled data set was subsequently used to train a neural network for segmentation of left ventricle and myocardium in cardiac cine MRI. The network is used as starting point for transfer learning to 7T cine data of healthy volunteers (n = 22; 7873 images) by updating the pre-trained weights. Structured and random data subsets of different sizes were used to systematically assess data requirements for successful transfer learning. Results Inconsistencies in the publically available data set were corrected, labels created, and a neural network trained. On 7T cardiac cine images the model pre-trained on public imaging data, acquired at 1.5T and 3T, achieved DICE\(_{LV}\) = 0.835 and DICE\(_{MY}\) = 0.670. Transfer learning using 7T cine data and ImageNet weight initialization improved model performance to DICE\(_{LV}\) = 0.900 and DICE\(_{MY}\) = 0.791. Using only end-systolic and end-diastolic images reduced training data by 90%, with no negative impact on segmentation performance (DICE\(_{LV}\) = 0.908, DICE\(_{MY}\) = 0.805). Conclusions This work demonstrates and quantifies the benefits of transfer learning for cardiac cine image segmentation. We provide practical guidelines for researchers planning transfer learning projects in cardiac MRI and make data, models, and code publicly available. KW - 7T KW - ultrahigh-field KW - transfer learning KW - segmentation KW - neural networks KW - deep learning KW - cardiac magnetic resonance KW - cardiac function Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-257604 VL - 86 IS - 4 ER - TY - THES A1 - Amari, Feriel T1 - Magnetresonanzangiographie der Becken- und Beingefäße T1 - MR-angiography of the vessels of the lower extremity N2 - In einem Zeitraum von Oktober 1997 bis Mai 1998 werden an 19 Patienten 22 Untersuchungen der Becken- und Bein-Arterien sowohl in MRA-Technik als auch als i.a. DSA durchgeführt. Hierbei finden im Rahmen der MRA-Untersuchung in allen Fällen die zeitaufgelöste, Kontrastmittel-unterstützte 3d-Flash-Sequenz und die EKG-getriggerte 2d-Flash-Multivenc-Pha-senkontrast-Sequenz Anwendung. Beide Methoden werden in der Diagnostik der pAVK von der Aortenbifurkation bis zum distalen Unterschenkel getestet und in 3 Fällen im Rahmen einer periinterventionellen Kontrolle vor und nach PTA eingesetzt. Das Patientenkollektiv setzt sich ausnahmslos aus Patienten mit pAVK zusammen, die häufig Nebenbefunde wie zum Beispiel einen Diabetes mellitus oder eine Niereninsuffizienz aufweisen. Die Auswertung der Angiographien erfolgt durch die Zuordnung der verschiedenen arte-riellen Abschnitte zu verschiedenen Stenosegraden und dem anschließenden statistischen Ver-gleich der Befunde der MRA und der i.a.DSA. Als Ergebnisse erhalten wir für die Kontrastmittel-unterstützte MRA eine Übereinstim-mungsrate mit der i.a. DSA von 79% sowie eine Sensitivität von 96,7% und eine Spezifität von 97% für die Abbildung hämodynamisch relevanter Stenosen. Die Sensitivität für die Detektion von Verschlüssen beträgt 97,8% und die entsprechende Spezifität 99,2%. Die Phasenkontrast-MRA zeigt im Vergleich mit der i.a.DSA eine schwächere Überein-stimmungsrate von 65,4% sowie eine Sensitivität von 88,3% und eine Spezifität von 85,6% für die Darstellung hämodynamisch relevanter Stenosen. Für die Diagnose eines Gefäßverschlus-ses ist die Sensitivität 89% und die Spezifität 91,8%. Als Schlußfolgerung wird festgestellt, daß die MRA eine nichtinvasive, zur i.a.DSA äqui-valente Untersuchungsmethode darstellt, die bei Kontraindikationen gegen die i.a.DSA einge-setzt werden kann. Im Vergleich zur Phasenkontrast-MRA ist die Kontrastmittel-unterstützte MRA sowohl ein schnelleres als auch ein präziseres Verfahren zur Diagnostik von Gefäßläsio-nen der Becken-Bein-Arterien und bietet den Vorteil der 3-dimensionalen Darstellung. Die Phasenkontrast-MRA ist insbesondere durch die einfache Durchführbarkeit und die fehlende Invasivität ebenfalls als Verfahren zur Diagnostik der peripheren AVK denkbar, jedoch ist zur exakten Stenosegraduierung im Bereich der Läsion eine nachgeschaltete Untersuchung mit weiteren Methoden nötig. Die MRA kann in der postinterventionellen, angiographischen Kontrolle eingesetzt werden. Für die Empfehlung zum routinemäßigen Einsatz in diesem Bereich sind jedoch Studien mit größeren Fallzahlen nötig. In naher Zukunft läßt sich die MRA-Technik durch die Entwicklung von leistungsfähi-geren Gradientenspulensystemen, neuen Prototypen von Oberflächenspulen, intelligenteren Nachverarbeitungs-Algorhytmen und Blutpool-Kontrastmitteln noch weiter optimieren. Die Evolution der MRA-Technik wird ihre Integration in die Routinediagnostik vereinfachen und ihr Indikationsspektrum erweitern. KW - Magnetresonanz KW - Angiographie KW - Beckengefäße KW - Beingefäße KW - magnetic resonance KW - angiography KW - lower extremity KW - peripheral vascular tree Y1 - 2003 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-4559 ER - TY - THES A1 - Albert, Christian T1 - Differentialdiagnostische Kriterien supratentorieller atypischer teratoid/rhabdoider Tumoren und primitiver neuroektodermaler Tumoren in der Magnetresonanztomographie T1 - Supratentorial atypical teratoid/rhabdoid tumor and primitive neuroectodermal tumor: criteria of differential diagnosis in magnetic resonance imaging N2 - Der Atypische teratoid/rhabdoide Tumor (ATRT) und der primitive neuroektodermale Tumor (PNET) sind hochmaligne Tumorentitäten (WHO-Grad IV) des zentralen Nervensystems, die überwiegend im Kleinkindalter auftreten. Beide zeigen eine sehr heterogene morphologische Struktur und sind bisher nur mittels Histopathologie und Immunhistochemie voneinander zu differenzieren. Bisherige Untersuchungen ließen noch keine neuroradiologische Unterscheidbarkeit zwischen beiden Tumorentitäten erkennen. Die vorliegende Arbeit befasst sich anhand eines diesbezüglich einmalig großen Patientenkollektives (23 ATRT, 36 PNET) mit den spezifisichen morphologischen Kriterien des supratentoriellen (st) ATRT und PNET in der Magnetresonanztomographie (MRT). Die Patienten rekrutierten sich aus der multizentrischen Hirntumorstudie HIT 2000 (Teil des Kompetenznetzes der Hirntumorstudien der „Gesellschaft für pädiatrische Onkologie und Hämatologie“). Retrospektiv wurden MRT-Bilder aus einem Zeitraum von 5 Jahren ausgewertet. Untersucht wurden T1- und T2-Wichtung, nativ und unter Kontrastmittelapplikation. Zur Abgrenzung beider Entitäten voneinander wurden verschiedene Kriterien herausgearbeitet. Dazu zählten zunächst die Darstellung in der nativen T1-Wichtung, die Schärfe der Tumorbegrenzung, das zeitgleiche Vorliegen von Zysten, Ödemen und Blutungen sowie die Ausprägung des Kontrastmittel-Enhancements. Als zentrales Ergebnis der Arbeit konnte ein markantes strukturelles Muster des Kontrastmittel-Enhancements herausgearbeitet werden, welches sich als charakteristisch für den stATRT erwies, während es nur bei einem sehr geringen Prozentsatz der stPNETs anzutreffen war. Hierbei handelt es sich um ein girlandenförmiges Band, welches den Tumor randständig um eine zentrale Nekrose herum auskleidet. Dieses als „ATRT-typisch“ bezeichnete Muster wiesen zehn der stATRTs (43,5%) und drei der stPNETs (8,3%) auf. Darüber hinaus konnte man bei fünf stATRTs (21,7%) Areale mit wie in der Girlande anzutreffenden vesikulären Strukturen aber ohne begleitende zentrale Tumornekrose beobachten. Nur ein stPNET (2,8%) wies ebenfalls vesikuläre Anteile ohne zentrale Nekrose auf. Es konnten somit charakteristische Muster identifiziert werden, welche auffällig häufig in Kontrastmittel-verstärkten T1-gewichteten MRT-Bildern des stATRT in Erscheinung treten, während sie bei stPNETs nur ausgesprochen selten vorzufinden sind. N2 - Atypicial teratoid/rhabdoid tumor (ATRT) and primitive neuroectodermal tumor (PNET) are highly malignant tumors (WHO grade IV) of the central nervous system, basically occurring in early childhood. Both show a very heterogeneous morphological structure and can be differentiated only by histopathology and immunohistochemistry, still not neuroradiologically. This study reports on the specific morphological criteria in magnetic resonance imaging (MRI) of supratentorial (st) ATRT and PNET, presenting a unique collective of 23 stATRT and 36 stPNET. Data was gathered from the multicentric study on brain tumors HIT2000 (part of a german network on brain tumors of the „Society for pediatric oncology and hematology"). MRI images (T1 and T2 weighted, native and contrast enhanced) over a period of 5 years have been evaluated retrospectively. Several criteria have been worked out to differentiate between both tumor entities. Among these especially the appearance of the tumor in T1 weighted images, tumor demarcation, coexistence of cysts, edema and hemorrhages and characteristics of contrast enhancement. As the central finding of this study a characteristic pattern of contrast enhancement of the tumor could be identified, found in many stATRT but only in few stPNET: around a central necrosis the solid part of the tumor was lined by a garland-like inhomogeneous band of contrast enhancement. This "ATRT-typical" pattern was found in ten stATRT (43,5%) and three stPNET (8,3%). Furthermore a pattern comparable to that of the garland, just without a central necrosis could be identified in five stATRT (21,7%) but only in one stPNET (2,8%). Thus characteristic patterns could be identified which seem to present remarkably often in contrast enhanced T1 weighted MRI images of supratentorial ATRT but only rarely in supratentorial PNET. KW - Differentialdiagnose KW - NMR-Tomographie KW - Hirntumor KW - Zentralnervensystem KW - atypischer teratoid/rhabdoider Tumor KW - ATRT KW - primitiver neuroektodermaler Tumor KW - PNET KW - supratentoriell KW - atypical teratoid/rhabdoid tumor KW - ATRT KW - primitive neuroectodermal tumor KW - PNET KW - supratentorial Y1 - 2010 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-48497 ER -