Search Results - "Zwanenburg, Alex"

Assessing robustness of radiomic features by image perturbation by Zwanenburg, Alex, Leger, Stefan, Agolli, Linda, Pilz, Karoline, Troost, Esther G. C., Richter, Christian, Löck, Steffen

“…Image features need to be robust against differences in positioning, acquisition and segmentation to ensure reproducibility. Radiomic models that only include…”
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RaCaT: An open source and easy to use radiomics calculator tool by Pfaehler, Elisabeth, Zwanenburg, Alex, de Jong, Johan R, Boellaard, Ronald

“…The widely known field 'Radiomics' aims to provide an extensive image based phenotyping of e.g. tumors using a wide variety of feature values extracted from…”
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CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII by Kocak, Burak, Baessler, Bettina, Bakas, Spyridon, Cuocolo, Renato, Fedorov, Andrey, Maier-Hein, Lena, Mercaldo, Nathaniel, Müller, Henning, Orlhac, Fanny, Pinto dos Santos, Daniel, Stanzione, Arnaldo, Ugga, Lorenzo, Zwanenburg, Alex

“…Even though radiomics can hold great potential for supporting clinical decision-making, its current use is mostly limited to academic research, without…”
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Mesenchymal Stromal Cell-Derived Extracellular Vesicles Protect the Fetal Brain After Hypoxia-Ischemia by Ophelders, Daan R M G, Wolfs, Tim G A M, Jellema, Reint K, Zwanenburg, Alex, Andriessen, Peter, Delhaas, Tammo, Ludwig, Anna-Kristin, Radtke, Stefan, Peters, Vera, Janssen, Leon, Giebel, Bernd, Kramer, Boris W

“…Preterm neonates are susceptible to perinatal hypoxic-ischemic brain injury, for which no treatment is available. In a preclinical animal model of…”
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Building reliable radiomic models using image perturbation by Teng, Xinzhi, Zhang, Jiang, Zwanenburg, Alex, Sun, Jiachen, Huang, Yuhua, Lam, Saikit, Zhang, Yuanpeng, Li, Bing, Zhou, Ta, Xiao, Haonan, Liu, Chenyang, Li, Wen, Han, Xinyang, Ma, Zongrui, Li, Tian, Cai, Jing

“…Radiomic model reliability is a central premise for its clinical translation. Presently, it is assessed using test–retest or external data, which,…”
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Radiomics-based tumor phenotype determination based on medical imaging and tumor microenvironment in a preclinical setting by Müller, Johannes, Leger, Stefan, Zwanenburg, Alex, Suckert, Theresa, Lühr, Armin, Beyreuther, Elke, von Neubeck, Cläre, Krause, Mechthild, Löck, Steffen, Dietrich, Antje, Bütof, Rebecca

“…•Correlation of MRI-derived texture features with tumor microenvironment parameters.•Examination of a heterogeneous cohort with different treatment- and beam…”
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Radiomics in nuclear medicine: robustness, reproducibility, standardization, and how to avoid data analysis traps and replication crisis by Zwanenburg, Alex

“…Radiomics in nuclear medicine is rapidly expanding. Reproducibility of radiomics studies in multicentre settings is an important criterion for clinical…”
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Comparative analysis of radiomics and deep-learning algorithms for survival prediction in hepatocellular carcinoma by Schön, Felix, Kieslich, Aaron, Nebelung, Heiner, Riediger, Carina, Hoffmann, Ralf-Thorsten, Zwanenburg, Alex, Löck, Steffen, Kühn, Jens-Peter

“…To examine the comparative robustness of computed tomography (CT)-based conventional radiomics and deep-learning convolutional neural networks (CNN) to predict…”
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Radiomics for residual tumour detection and prognosis in newly diagnosed glioblastoma based on postoperative [11C] methionine PET and T1c-w MRI by Shahzadi, Iram, Seidlitz, Annekatrin, Beuthien-Baumann, Bettina, Zwanenburg, Alex, Platzek, Ivan, Kotzerke, Jörg, Baumann, Michael, Krause, Mechthild, Troost, Esther G. C., Löck, Steffen

“…Personalized treatment strategies based on non-invasive biomarkers have potential to improve patient management in patients with newly diagnosed glioblastoma…”
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Prediction of clinically relevant postoperative pancreatic fistula using radiomic features and preoperative data by Bhasker, Nithya, Kolbinger, Fiona R., Skorobohach, Nadiia, Zwanenburg, Alex, Löck, Steffen, Weitz, Jürgen, Hoffmann, Ralf-Thorsten, Distler, Marius, Speidel, Stefanie, Leger, Stefan, Kühn, Jens-Peter

“…Clinically relevant postoperative pancreatic fistula (CR-POPF) can significantly affect the treatment course and outcome in pancreatic cancer patients…”
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Analysis of MRI and CT-based radiomics features for personalized treatment in locally advanced rectal cancer and external validation of published radiomics models by Shahzadi, Iram, Zwanenburg, Alex, Lattermann, Annika, Linge, Annett, Baldus, Christian, Peeken, Jan C., Combs, Stephanie E., Diefenhardt, Markus, Rödel, Claus, Kirste, Simon, Grosu, Anca-Ligia, Baumann, Michael, Krause, Mechthild, Troost, Esther G. C., Löck, Steffen

“…Radiomics analyses commonly apply imaging features of different complexity for the prediction of the endpoint of interest. However, the prognostic value of…”
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Development and Validation of a Gene Signature for Patients with Head and Neck Carcinomas Treated by Postoperative Radio(chemo)therapy by Schmidt, Stefan, Linge, Annett, Zwanenburg, Alex, Leger, Stefan, Lohaus, Fabian, Krenn, Constanze, Appold, Steffen, Gudziol, Volker, Nowak, Alexander, von Neubeck, Cläre, Tinhofer, Inge, Budach, Volker, Sak, Ali, Stuschke, Martin, Balermpas, Panagiotis, Rödel, Claus, Bunea, Hatice, Grosu, Anca-Ligia, Abdollahi, Amir, Debus, Jürgen, Ganswindt, Ute, Belka, Claus, Pigorsch, Steffi, Combs, Stephanie E, Mönnich, David, Zips, Daniel, Baretton, Gustavo B, Buchholz, Frank, Baumann, Michael, Krause, Mechthild, Löck, Steffen

“…The aim of this study was to identify and independently validate a novel gene signature predicting locoregional tumor control (LRC) for treatment…”
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Short‐term mortality prediction in acute pulmonary embolism: Radiomics values of skeletal muscle and intramuscular adipose tissue by Shahzadi, Iram, Zwanenburg, Alex, Frohwein, Lynn Johann, Schramm, Dominik, Meyer, Hans Jonas, Hinnerichs, Mattes, Moenninghoff, Christoph, Niehoff, Julius Henning, Kroeger, Jan Robert, Borggrefe, Jan, Surov, Alexey

“…Background Acute pulmonary embolism (APE) is a potentially life‐threatening disorder, emphasizing the importance of accurate risk stratification and survival…”
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Integrated radiogenomics analyses allow for subtype classification and improved outcome prognosis of patients with locally advanced HNSCC by Rabasco Meneghetti, Asier, Zwanenburg, Alex, Linge, Annett, Lohaus, Fabian, Grosser, Marianne, Baretton, Gustavo B., Kalinauskaite, Goda, Tinhofer, Ingeborg, Guberina, Maja, Stuschke, Martin, Balermpas, Panagiotis, von der Grün, Jens, Ganswindt, Ute, Belka, Claus, Peeken, Jan C., Combs, Stephanie E., Böke, Simon, Zips, Daniel, Troost, Esther G. C., Krause, Mechthild, Baumann, Michael, Löck, Steffen

“…Patients with locally advanced head and neck squamous cell carcinoma (HNSCC) may benefit from personalised treatment, requiring biomarkers that characterize…”
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Pictures worth more than a thousand words: Prediction of survival in medulloblastoma patients by Rabasco Meneghetti, Asier, Zwanenburg, Alex, Löck, Steffen

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Mesenchymal stem cells induce T-cell tolerance and protect the preterm brain after global hypoxia-ischemia by Jellema, Reint K, Wolfs, Tim G A M, Lima Passos, Valéria, Zwanenburg, Alex, Ophelders, Daan R M G, Kuypers, Elke, Hopman, Anton H N, Dudink, Jeroen, Steinbusch, Harry W, Andriessen, Peter, Germeraad, Wilfred T V, Vanderlocht, Joris, Kramer, Boris W

“…Hypoxic-ischemic encephalopathy (HIE) in preterm infants is a severe disease for which no curative treatment is available. Cerebral inflammation and invasion…”
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Standardisation and harmonisation efforts in quantitative imaging by Zwanenburg, Alex

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Why -aVF can be used in STAN as a proxy for scalp electrode-derived signal; reply to comments by Kjellmer et al by Delhaas, Tammo, Andriessen, Peter, van Laar, Judith Oeh, Vullings, Rik, Hermans, Ben Jm, Niemarkt, Hendrik J, Jellema, Reint K, Ophelders, Daan Rmg, Wolfs, Tim Gam, Kramer, Boris W, Zwanenburg, Alex

“…The conclusion of our recent paper that performance of the STAN device in clinical practice is potentially limited by high false-negative and high…”
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Cerebral inflammation and mobilization of the peripheral immune system following global hypoxia-ischemia in preterm sheep by Jellema, Reint K, Lima Passos, Valéria, Zwanenburg, Alex, Ophelders, Daan R M G, De Munter, Stephanie, Vanderlocht, Joris, Germeraad, Wilfred T V, Kuypers, Elke, Collins, Jennifer J P, Cleutjens, Jack P M, Jennekens, Ward, Gavilanes, Antonio W D, Seehase, Matthias, Vles, Hans J, Steinbusch, Harry, Andriessen, Peter, Wolfs, Tim G A M, Kramer, Boris W

“…Hypoxic-ischemic encephalopathy (HIE) is one of the most important causes of brain injury in preterm infants. Preterm HIE is predominantly caused by global…”
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ST waveform analysis for monitoring hypoxic distress in fetal sheep after prolonged umbilical cord occlusion by Andriessen, Peter, Zwanenburg, Alex, van Laar, Judith O E H, Vullings, Rik, Hermans, Ben J M, Niemarkt, Hendrik J, Jellema, Reint K, Ophelders, Daan R M G, Wolfs, Tim G A M, Kramer, Boris W, Delhaas, Tammo

“…The inconclusive clinical results for ST-waveform analysis (STAN) in detecting fetal hypoxemia may be caused by the signal processing of the STAN-device…”
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