Improving Automated Hemorrhage Detection in Sparse-view CT via U-Net-based Artifact Reduction von Thalhammer, Johannes, Schultheiß, Manuel, Dorosti, Tina, Lasser, Tobias, Pfeiffer, Franz, Pfeiffer, Daniela, Schaff, Florian

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Towards subject-level cerebral infarction classification of CT scans using convolutional networks von Schultheiss, Manuel, Noel, Peter B., Riederer, Isabelle, Thiele, Frank, Kopp, Felix K., Renger, Bernhard, Rummeny, Ernst J., Pfeiffer, Franz, Pfeiffer, Daniela

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Lung nodule detection in chest X-rays using synthetic ground-truth data comparing CNN-based diagnosis to human performance von Schultheiss, Manuel, Schmette, Philipp, Bodden, Jannis, Aichele, Juliane, Müller-Leisse, Christina, Gassert, Felix G., Gassert, Florian T., Gawlitza, Joshua F., Hofmann, Felix C., Sasse, Daniel, von Schacky, Claudio E., Ziegelmayer, Sebastian, De Marco, Fabio, Renger, Bernhard, Makowski, Marcus R., Pfeiffer, Franz, Pfeiffer, Daniela

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Dark-field chest X-ray imaging for the assessment of COVID-19-pneumonia von Frank, Manuela, Gassert, Florian T., Urban, Theresa, Willer, Konstantin, Noichl, Wolfgang, Schick, Rafael, Schultheiss, Manuel, Viermetz, Manuel, Gleich, Bernhard, De Marco, Fabio, Herzen, Julia, Koehler, Thomas, Engel, Klaus Jürgen, Renger, Bernhard, Gassert, Felix G., Sauter, Andreas, Fingerle, Alexander A., Haller, Bernhard, Makowski, Marcus R., Pfeiffer, Daniela, Pfeiffer, Franz

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Liver lesion localisation and classification with convolutional neural networks: a comparison between conventional and spectral computed tomography von Shapira, Nadav, Fokuhl, Julia, Schultheiß, Manuel, Beck, Stefanie, Kopp, Felix K, Pfeiffer, Daniela, Dangelmaier, Julia, Pahn, Gregor, Sauter, Andreas P, Renger, Bernhard, Fingerle, Alexander A, Rummeny, Ernst J, Albarqouni, Shadi, Navab, Nassir, Noël, Peter B

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A robust convolutional neural network for lung nodule detection in the presence of foreign bodies von Schultheiss, Manuel, Schober, Sebastian A., Lodde, Marie, Bodden, Jannis, Aichele, Juliane, Müller-Leisse, Christina, Renger, Bernhard, Pfeiffer, Franz, Pfeiffer, Daniela

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Improving Automated Hemorrhage Detection in Sparse-view Computed Tomography via Deep Convolutional Neural Network based Artifact Reduction von Thalhammer, Johannes, Schultheiss, Manuel, Dorosti, Tina, Lasser, Tobias, Pfeiffer, Franz, Pfeiffer, Daniela, Schaff, Florian

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WNet: A data-driven dual-domain denoising model for sparse-view computed tomography with a trainable reconstruction layer von Cheslerean-Boghiu, Theodor, Hofmann, Felix C, Schultheiß, Manuel, Pfeiffer, Franz, Pfeiffer, Daniela, Lasser, Tobias

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Towards AI Lesion Tracking in PET/CT Imaging: A Siamese-based CNN Pipeline applied on PSMA PET/CT Scans von Hein, Stefan P, Schultheiss, Manuel, Gafita, Andrei, Zaum, Raphael, Yagubbayli, Farid, Tauber, Robert, Rauscher, Isabel, Eiber, Matthias, Pfeiffer, Franz, Weber, Wolfgang A

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Optimizing Convolutional Neural Networks for Chronic Obstructive Pulmonary Disease Detection in Clinical Computed Tomography Imaging von Dorosti, Tina, Schultheiss, Manuel, Hofmann, Felix, Thalhammer, Johannes, Kirchner, Luisa, Urban, Theresa, Pfeiffer, Franz, Schaff, Florian, Lasser, Tobias, Pfeiffer, Daniela

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U-Net-based Lung Thickness Map for Pixel-level Lung Volume Estimation of Chest X-rays von Dorosti, Tina, Schultheiss, Manuel, Schmette, Philipp, Heuchert, Jule, Thalhammer, Johannes, Schaff, Florian, Sellerer, Thorsten, Schick, Rafael, Taphorn, Kirsten, Mechlem, Korbinian, Birnbacher, Lorenz, Pfeiffer, Franz, Pfeiffer, Daniela

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Optimizing Convolutional Neural Networks for Chronic Obstructive Pulmonary Disease Detection in Clinical Computed Tomography Imaging von Dorosti, Tina, Schultheiss, Manuel, Hofmann, Felix, Thalhammer, Johannes, Kirchner, Luisa, Urban, Theresa, Pfeiffer, Franz, Schaff, Florian, Lasser, Tobias, Pfeiffer, Daniela

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U-Net-based Lung Thickness Map for Pixel-level Lung Volume Estimation of Chest X-rays von Dorosti, Tina, Schultheiss, Manuel, Schmette, Philipp, Heuchert, Jule, Thalhammer, Johannes, Schaff, Florian, Sellerer, Thorsten, Schick, Rafael, Taphorn, Kirsten, Mechlem, Korbinian, Lorenz Birnbacher, Pfeiffer, Franz, Pfeiffer, Daniela

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Towards AI Lesion Tracking in PET/CT Imaging: A Siamese-based CNN Pipeline applied on PSMA PET/CT Scans von Hein, Stefan P, Schultheiss, Manuel, Gafita, Andrei, Zaum, Raphael, Yagubbayli, Farid, Tauber, Robert, Rauscher, Isabel, Eiber, Matthias, Pfeiffer, Franz, Weber, Wolfgang A

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Natural Glycoforms of Human Interleukin 6 Show Atypical Plasma Clearance von Reif, Andreas, Lam, Kevin, Weidler, Sascha, Lott, Marie, Boos, Irene, Lokau, Juliane, Bretscher, Christian, Mönnich, Manuel, Perkams, Lukas, Schmälzlein, Marina, Graf, Christopher, Fischer, Jan‐Patrick, Lechner, Carolin, Hallstein, Kerstin, Becker, Stefan, Weyand, Michael, Steegborn, Clemens, Schultheiss, Gerhard, Rose‐John, Stefan, Garbers, Christoph, Unverzagt, Carlo

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Pressure Control of Nonferroelastic Ferroelectric Domains in ErMnO3 von Sandvik, Olav W., Müller, Aaron Merlin, Ånes, Håkon W., Zahn, Manuel, He, Jiali, Fiebig, Manfred, Lottermoser, Thomas, Rojac, Tadej, Meier, Dennis, Schultheiß, Jan

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Pressure Control of Nonferroelastic Ferroelectric Domains in ErMnO 3 von Sandvik, Olav W, Müller, Aaron Merlin, Ånes, Håkon W, Zahn, Manuel, He, Jiali, Fiebig, Manfred, Lottermoser, Thomas, Rojac, Tadej, Meier, Dennis, Schultheiß, Jan

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Retinal oedema in central retinal artery occlusion develops as a function of time von Ochakovski, G. Alex, Wenzel, Daniel A., Spitzer, Martin S., Poli, Sven, Härtig, Florian, Fischer, Manuel Dominik, Dimopoulos, Spyridon, Schultheiss, Maximilian

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Intravitreal 5-Fluorouracil and Heparin to Prevent Proliferative Vitreoretinopathy: Results from a Randomized Clinical Trial von Schaub, Friederike, Schiller, Petra, Hoerster, Robert, Kraus, Daria, Holz, Frank G, Guthoff, Rainer, Agostini, Hansjürgen, Spitzer, Martin S, Wiedemann, Peter, Lommatzsch, Albrecht, Boden, Karl T, Dimopoulos, Spyridon, Bemme, Sebastian, Tamm, Svenja, Maier, Mathias, Roider, Johann, Enders, Philip, Altay, Lebriz, Fauser, Sascha, Kirchhof, Bernd

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Intravitreal 5-Fluorouracil and Heparin to Prevent Proliferative Vitreoretinopathy von Schaub, Friederike, Schiller, Petra, Hoerster, Robert, Kraus, Daria, Holz, Frank G., Guthoff, Rainer, Agostini, Hansjürgen, Spitzer, Martin S., Wiedemann, Peter, Lommatzsch, Albrecht, Boden, Karl T., Dimopoulos, Spyridon, Bemme, Sebastian, Tamm, Svenja, Maier, Mathias, Roider, Johann, Enders, Philip, Altay, Lebriz, Fauser, Sascha, Kirchhof, Bernd, Pfeiffer, Andrea, Willms, Sandra, Binder, Susanne, Le Mer, Yannik, Stützer, Hartmut, Lemmen, Klaus-Dieter, Heimke-Brinck, Ralph, Borst, Tobias, Bartz-Schmidt, Karl Ulrich, Callizo, Josep, Dahlke, Claudia, Eberwein, Philipp, Ehlken, Christoph, Feltgen, Nicolas, Gamulescu, Andreea, Gelisken, Faik, Gutfleisch, Matthias, Haus, Arno, Helbig, Horst, Hermann, Manuel, Januschowski, Kai, Jochmann, Claudia, Krohne, Tim, Lagrèze, Wolf, Lange, Clemens, Lohmann, Chris, Macek, Marc Andrej, Märker, David, Mayer, Christian, Meier, Petra, Müther, Philipp, Prahs, Philipp, Purtskhvanidze, Konstantine, Rehak, Matus, Schaub, Friederike, Schick, Tina, Schmitz-Valckenberg, Steffen, Schultheiß, Maximilian, Skevas, Christos, Stahl, Andreas, Szurman, Peter, Unterlauft, Jan Darius, Hellmich, Martin, Kuhr, Katrin

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