AutoRadiomics: A Framework for Reproducible Radiomics Research by Piotr Woznicki, Fabian Laqua, Thorsten Bley, Bettina Baeßler

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Addressing challenges in radiomics research: systematic review and repository of open-access cancer imaging datasets by Piotr Woznicki, Fabian Christopher Laqua, Adam Al-Haj, Thorsten Bley, Bettina Baeßler

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Radiomics in medical imaging—“how-to” guide and critical reflection by Janita E. van Timmeren, Davide Cester, Stephanie Tanadini-Lang, Hatem Alkadhi, Bettina Baessler

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Artificial intelligence in coronary computed tomography angiography: Demands and solutions from a clinical perspective by Bettina Baeßler, Michael Götz, Charalambos Antoniades, Julius F. Heidenreich, Tim Leiner, Tim Leiner, Meinrad Beer

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A novel multiparametric imaging approach to acute myocarditis using T2-mapping and CMR feature tracking by Bettina Baeßler, Melanie Treutlein, Frank Schaarschmidt, Christian Stehning, Bernhard Schnackenburg, Guido Michels, David Maintz, Alexander C. Bunck

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Virtual Monoenergetic Images of Dual-Energy CT—Impact on Repeatability, Reproducibility, and Classification in Radiomics by André Euler, Fabian Christopher Laqua, Davide Cester, Niklas Lohaus, Thomas Sartoretti, Daniel Pinto dos Santos, Hatem Alkadhi, Bettina Baessler

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Structured report data can be used to develop deep learning algorithms: a proof of concept in ankle radiographs by Daniel Pinto dos Santos, Sebastian Brodehl, Bettina Baeßler, Gordon Arnhold, Thomas Dratsch, Seung-Hun Chon, Peter Mildenberger, Florian Jungmann

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Computed tomography radiomics for the prediction of thymic epithelial tumor histology, TNM stage and myasthenia gravis. by Christian Blüthgen, Miriam Patella, André Euler, Bettina Baessler, Katharina Martini, Jochen von Spiczak, Didier Schneiter, Isabelle Opitz, Thomas Frauenfelder

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Automated detection and segmentation of thoracic lymph nodes from CT using 3D foveal fully convolutional neural networks by Andra-Iza Iuga, Heike Carolus, Anna J. Höink, Tom Brosch, Tobias Klinder, David Maintz, Thorsten Persigehl, Bettina Baeßler, Michael Püsken

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Radiomics in Renal Cell Carcinoma—A Systematic Review and Meta-Analysis by Julia Mühlbauer, Luisa Egen, Karl-Friedrich Kowalewski, Maurizio Grilli, Margarete T. Walach, Niklas Westhoff, Philipp Nuhn, Fabian C. Laqua, Bettina Baessler, Maximilian C. Kriegmair

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Transfer-Learning Deep Radiomics and Hand-Crafted Radiomics for Classifying Lymph Nodes from Contrast-Enhanced Computed Tomography in Lung Cancer by Fabian Christopher Laqua, Piotr Woznicki, Thorsten A. Bley, Mirjam Schöneck, Miriam Rinneburger, Mathilda Weisthoff, Matthias Schmidt, Thorsten Persigehl, Andra-Iza Iuga, Bettina Baeßler

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Image-Based Cardiac Diagnosis With Machine Learning: A Review by Carlos Martin-Isla, Victor M. Campello, Cristian Izquierdo, Zahra Raisi-Estabragh, Zahra Raisi-Estabragh, Bettina Baeßler, Steffen E. Petersen, Steffen E. Petersen, Karim Lekadir

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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 Burak Kocak, Bettina Baessler, Spyridon Bakas, Renato Cuocolo, Andrey Fedorov, Lena Maier-Hein, Nathaniel Mercaldo, Henning Müller, Fanny Orlhac, Daniel Pinto dos Santos, Arnaldo Stanzione, Lorenzo Ugga, Alex Zwanenburg

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Automated localization and segmentation of cervical lymph nodes on contrast-enhanced CT using a 3D foveal fully convolutional neural network by Miriam Rinneburger, Heike Carolus, Andra-Iza Iuga, Mathilda Weisthoff, Simon Lennartz, Nils Große Hokamp, Liliana Caldeira, Rahil Shahzad, David Maintz, Fabian Christopher Laqua, Bettina Baeßler, Tobias Klinder, Thorsten Persigehl

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Clinical audit in European radiology: current status and recommendations for improvement endorsed by the European Society of Radiology (ESR) by David C. Howlett, Paulette Kumi, Roman Kloeckner, Nuria Bargallo, Bettina Baessler, Minerva Becker, Steve Ebdon-Jackson, Alexandra Karoussou-Schreiner, Christian Loewe, Marta Sans Merce, Marta Serrallonga-Mercader, Vasilis Syrgiamiotis, European Society of Radiology

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Denoising diffusion probabilistic models for 3D medical image generation by Firas Khader, Gustav Müller-Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Schulze-Hagen, Philipp Schad, Sandy Engelhardt, Bettina Baeßler, Sebastian Foersch, Johannes Stegmaier, Christiane Kuhl, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn

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How COVID-19 kick-started online learning in medical education-The DigiMed study. by Fabian Stoehr, Lukas Müller, Adrian Brady, Antoni Trilla, Aline Mähringer-Kunz, Felix Hahn, Christoph Düber, Nicole Becker, Marcus-Alexander Wörns, Julius Chapiro, Jan Bernd Hinrichs, Deniz Akata, Stephan Ellmann, Merel Huisman, David Koff, Sebastian Brinkmann, Fabian Bamberg, Oscar Zimmermann, Nikoleta I Traikova, Jens U Marquardt, D-H Chang, Fabian Rengier, Timo A Auer, Tilman Emrich, Felix Muehler, Heinz Schmidberger, Bettina Baeßler, Daniel Pinto Dos Santos, Roman Kloeckner

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METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII by Burak Kocak, Tugba Akinci D’Antonoli, Nathaniel Mercaldo, Angel Alberich-Bayarri, Bettina Baessler, Ilaria Ambrosini, Anna E. Andreychenko, Spyridon Bakas, Regina G. H. Beets-Tan, Keno Bressem, Irene Buvat, Roberto Cannella, Luca Alessandro Cappellini, Armando Ugo Cavallo, Leonid L. Chepelev, Linda Chi Hang Chu, Aydin Demircioglu, Nandita M. deSouza, Matthias Dietzel, Salvatore Claudio Fanni, Andrey Fedorov, Laure S. Fournier, Valentina Giannini, Rossano Girometti, Kevin B. W. Groot Lipman, Georgios Kalarakis, Brendan S. Kelly, Michail E. Klontzas, Dow-Mu Koh, Elmar Kotter, Ho Yun Lee, Mario Maas, Luis Marti-Bonmati, Henning Müller, Nancy Obuchowski, Fanny Orlhac, Nikolaos Papanikolaou, Ekaterina Petrash, Elisabeth Pfaehler, Daniel Pinto dos Santos, Andrea Ponsiglione, Sebastià Sabater, Francesco Sardanelli, Philipp Seeböck, Nanna M. Sijtsema, Arnaldo Stanzione, Alberto Traverso, Lorenzo Ugga, Martin Vallières, Lisanne V. van Dijk, Joost J. M. van Griethuysen, Robbert W. van Hamersvelt, Peter van Ooijen, Federica Vernuccio, Alan Wang, Stuart Williams, Jan Witowski, Zhongyi Zhang, Alex Zwanenburg, Renato Cuocolo

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